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1,802.0686
The momentum budget of clustered supernova feedback in a 3D, magnetised medium
While the evolution of superbubbles driven by clustered supernovae has been studied by numerous authors, the resulting radial momentum yield is uncertain by as much as an order of magnitude depending on the computational methods and assumed properties of the surrounding interstellar medium (ISM). In this work, we stu...
astro-ph.GA
while the evolution of superbubbles driven by clustered supernovae has been studied by numerous authors the resulting radial momentum yield is uncertain by as much as an order of magnitude depending on the computational methods and assumed properties of the surrounding interstellar medium ism in this work we study the ...
[['while', 'the', 'evolution', 'of', 'superbubbles', 'driven', 'by', 'clustered', 'supernovae', 'has', 'been', 'studied', 'by', 'numerous', 'authors', 'the', 'resulting', 'radial', 'momentum', 'yield', 'is', 'uncertain', 'by', 'as', 'much', 'as', 'an', 'order', 'of', 'magnitude', 'depending', 'on', 'the', 'computationa...
[-0.10450139052641555, 0.14311395571755436, -0.0283771675244412, 0.07804104800193234, -0.05142886412893461, -0.060803764724728315, 0.04819129684136813, 0.3855584256444909, -0.21580003688557997, -0.31725768602434584, 0.05949502317293571, -0.2604125974652897, -0.017130361713406417, 0.19436602012700394, 0.0096453729675282...
1,802.06861
Interpreting DNN output layer activations: A strategy to cope with unseen data in speech recognition
Unseen data can degrade performance of deep neural net acoustic models. To cope with unseen data, adaptation techniques are deployed. For unlabeled unseen data, one must generate some hypothesis given an existing model, which is used as the label for model adaptation. However, assessing the goodness of the hypothesis...
cs.CL cs.SD eess.AS
unseen data can degrade performance of deep neural net acoustic models to cope with unseen data adaptation techniques are deployed for unlabeled unseen data one must generate some hypothesis given an existing model which is used as the label for model adaptation however assessing the goodness of the hypothesis can be d...
[['unseen', 'data', 'can', 'degrade', 'performance', 'of', 'deep', 'neural', 'net', 'acoustic', 'models', 'to', 'cope', 'with', 'unseen', 'data', 'adaptation', 'techniques', 'are', 'deployed', 'for', 'unlabeled', 'unseen', 'data', 'one', 'must', 'generate', 'some', 'hypothesis', 'given', 'an', 'existing', 'model', 'whi...
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1,802.06862
Joint Task Assignment and Wireless Resource Allocation for Cooperative Mobile-Edge Computing
This paper studies a multi-user cooperative mobile-edge computing (MEC) system, in which a local mobile user can offload intensive computation tasks to multiple nearby edge devices serving as helpers for remote execution. We focus on the scenario where the local user has a number of independent tasks that can be exec...
eess.SP cs.IT math.IT
this paper studies a multiuser cooperative mobileedge computing mec system in which a local mobile user can offload intensive computation tasks to multiple nearby edge devices serving as helpers for remote execution we focus on the scenario where the local user has a number of independent tasks that can be executed in ...
[['this', 'paper', 'studies', 'a', 'multiuser', 'cooperative', 'mobileedge', 'computing', 'mec', 'system', 'in', 'which', 'a', 'local', 'mobile', 'user', 'can', 'offload', 'intensive', 'computation', 'tasks', 'to', 'multiple', 'nearby', 'edge', 'devices', 'serving', 'as', 'helpers', 'for', 'remote', 'execution', 'we', ...
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1,802.06863
Predicting Metamorphic Relation for Matrix Calculation Programs
Matrices often represent important information in scientific applications and are involved in performing complex calculations. But systematically testing these applications is hard due to the oracle problem. Metamorphic testing is an effective approach to test such applications because it uses metamorphic relations t...
cs.SE
matrices often represent important information in scientific applications and are involved in performing complex calculations but systematically testing these applications is hard due to the oracle problem metamorphic testing is an effective approach to test such applications because it uses metamorphic relations to de...
[['matrices', 'often', 'represent', 'important', 'information', 'in', 'scientific', 'applications', 'and', 'are', 'involved', 'in', 'performing', 'complex', 'calculations', 'but', 'systematically', 'testing', 'these', 'applications', 'is', 'hard', 'due', 'to', 'the', 'oracle', 'problem', 'metamorphic', 'testing', 'is',...
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1,802.06864
The NWRA Classification Infrastructure: Description and Extension to the Discriminant Analysis Flare Forecasting System (DAFFS)
A classification infrastructure built upon Discriminant Analysis has been developed at NorthWest Research Associates for examining the statistical differences between samples of two known populations. Originating to examine the physical differences between flare-quiet and flare-imminent solar active regions, we descr...
astro-ph.SR physics.data-an physics.space-ph
a classification infrastructure built upon discriminant analysis has been developed at northwest research associates for examining the statistical differences between samples of two known populations originating to examine the physical differences between flarequiet and flareimminent solar active regions we describe he...
[['a', 'classification', 'infrastructure', 'built', 'upon', 'discriminant', 'analysis', 'has', 'been', 'developed', 'at', 'northwest', 'research', 'associates', 'for', 'examining', 'the', 'statistical', 'differences', 'between', 'samples', 'of', 'two', 'known', 'populations', 'originating', 'to', 'examine', 'the', 'phy...
[-0.03648279783437434, 0.02632121198099491, -0.07177371827029386, 0.11697424478288046, -0.08881238749632554, -0.12243156678076568, 0.07448295653531593, 0.36230168695220294, -0.20529773192746298, -0.3757955237401661, 0.11648364024459505, -0.2877764174778315, -0.14499152075898433, 0.2665589092314165, -0.10442869439258338...
1,802.06865
Automated soft tissue lesion detection and segmentation in digital mammography using a u-net deep learning network
Computer-aided detection or decision support systems aim to improve breast cancer screening programs by helping radiologists to evaluate digital mammography (DM) exams. Commonly such methods proceed in two steps: selection of candidate regions for malignancy, and later classification as either malignant or not. In th...
cs.CV
computeraided detection or decision support systems aim to improve breast cancer screening programs by helping radiologists to evaluate digital mammography dm exams commonly such methods proceed in two steps selection of candidate regions for malignancy and later classification as either malignant or not in this study ...
[['computeraided', 'detection', 'or', 'decision', 'support', 'systems', 'aim', 'to', 'improve', 'breast', 'cancer', 'screening', 'programs', 'by', 'helping', 'radiologists', 'to', 'evaluate', 'digital', 'mammography', 'dm', 'exams', 'commonly', 'such', 'methods', 'proceed', 'in', 'two', 'steps', 'selection', 'of', 'can...
[-0.013677668766070962, -0.01700515747361351, -0.05848517422987656, 0.09258092258665288, -0.06453222087478604, -0.19447094636125256, 0.06453084828945893, 0.4049566115781834, -0.16630284845913676, -0.4038483820792118, 0.10559335777017458, -0.3136900928125463, -0.1085896488040982, 0.1929234755246646, -0.132159497582523, ...
1,802.06866
Expert System for Diagnosis of Chest Diseases Using Neural Networks
This article represents one of the contemporary trends in the application of the latest methods of information and communication technology for medicine through an expert system helps the doctor to diagnose some chest diseases which is important because of the frequent spread of chest diseases nowadays in addition to...
cs.AI
this article represents one of the contemporary trends in the application of the latest methods of information and communication technology for medicine through an expert system helps the doctor to diagnose some chest diseases which is important because of the frequent spread of chest diseases nowadays in addition to t...
[['this', 'article', 'represents', 'one', 'of', 'the', 'contemporary', 'trends', 'in', 'the', 'application', 'of', 'the', 'latest', 'methods', 'of', 'information', 'and', 'communication', 'technology', 'for', 'medicine', 'through', 'an', 'expert', 'system', 'helps', 'the', 'doctor', 'to', 'diagnose', 'some', 'chest', '...
[-0.04288847907011127, 0.05367788425159845, -0.07811238228726401, 0.13753851145836654, -0.16891388080700814, -0.18862691127790887, 0.07305501196881599, 0.37583736608797147, -0.29349562477877483, -0.2870698342987589, 0.14681922270650932, -0.3082282782540979, -0.19251986326014398, 0.2150665509262096, -0.1750040189096504,...
1,802.06867
Almost logarithmic-time space optimal leader election in population protocols
The model of population protocols refers to a large collection of simple indistinguishable entities, frequently called {\em agents}. The agents communicate and perform computation through pairwise interactions. We study fast and space efficient leader election in population of cardinality $n$ governed by a random sch...
cs.DC
the model of population protocols refers to a large collection of simple indistinguishable entities frequently called em agents the agents communicate and perform computation through pairwise interactions we study fast and space efficient leader election in population of cardinality n governed by a random scheduler whe...
[['the', 'model', 'of', 'population', 'protocols', 'refers', 'to', 'a', 'large', 'collection', 'of', 'simple', 'indistinguishable', 'entities', 'frequently', 'called', 'em', 'agents', 'the', 'agents', 'communicate', 'and', 'perform', 'computation', 'through', 'pairwise', 'interactions', 'we', 'study', 'fast', 'and', 's...
[-0.21128017662611223, 0.1403198360581007, -0.025769003954912096, 0.0347668065810296, -0.0647822638073782, -0.28419615282796157, 0.16124865070993738, 0.3792526728081468, -0.26199481001165803, -0.3521475832160086, 0.017216125567079542, -0.27182964891671463, -0.1065107177806444, 0.08336976154959459, -0.056772944433185715...
1,802.06868
Optical and Gamma-Ray Variability Behaviors of 3C 454.3 from 2006 to 2011
We present our photometric monitoring of a flat spectrum radio quasar (FSRQ) 3C 454.3 at Yunnan observatories from 2006 to 2011. We find that the optical color of 3C 454.3 shows obvious redder-when-brighter trend, which reaches a saturation stage when the source is brighter than 15.15 mag at V band. We perform a simu...
astro-ph.HE
we present our photometric monitoring of a flat spectrum radio quasar fsrq 3c 4543 at yunnan observatories from 2006 to 2011 we find that the optical color of 3c 4543 shows obvious redderwhenbrighter trend which reaches a saturation stage when the source is brighter than 1515 mag at v band we perform a simulation with ...
[['we', 'present', 'our', 'photometric', 'monitoring', 'of', 'a', 'flat', 'spectrum', 'radio', 'quasar', 'fsrq', '3c', '4543', 'at', 'yunnan', 'observatories', 'from', '2006', 'to', '2011', 'we', 'find', 'that', 'the', 'optical', 'color', 'of', '3c', '4543', 'shows', 'obvious', 'redderwhenbrighter', 'trend', 'which', '...
[-0.07054167637199332, 0.08461157187155716, -0.10128089895905842, 0.14469789255472484, -0.10187542415753176, -0.09249440691068726, 0.04914160054282878, 0.49928109906613827, -0.16879167283332208, -0.3694281833403776, 0.06078026083824542, -0.31076096387484786, -0.07865285099767955, 0.22980144387111068, -0.055183896739353...
1,802.06869
Invertible Autoencoder for domain adaptation
The unsupervised image-to-image translation aims at finding a mapping between the source ($A$) and target ($B$) image domains, where in many applications aligned image pairs are not available at training. This is an ill-posed learning problem since it requires inferring the joint probability distribution from margina...
eess.IV cs.CV
the unsupervised imagetoimage translation aims at finding a mapping between the source a and target b image domains where in many applications aligned image pairs are not available at training this is an illposed learning problem since it requires inferring the joint probability distribution from marginals joint learni...
[['the', 'unsupervised', 'imagetoimage', 'translation', 'aims', 'at', 'finding', 'a', 'mapping', 'between', 'the', 'source', 'a', 'and', 'target', 'b', 'image', 'domains', 'where', 'in', 'many', 'applications', 'aligned', 'image', 'pairs', 'are', 'not', 'available', 'at', 'training', 'this', 'is', 'an', 'illposed', 'le...
[-0.06244627599729093, 0.019169678194512516, -0.034361468769213935, 0.04426894308660018, -0.09398797398807085, -0.16966198003799546, 0.029066183521800976, 0.4351155613769051, -0.3062020888007576, -0.33202959119899594, 0.07550617788623153, -0.2585333106603004, -0.14705722619904074, 0.17857966322899158, -0.13524439708580...
1,802.0687
Formal Analysis of Galois Field Arithmetics - Parallel Verification and Reverse Engineering
Galois field (GF) arithmetic circuits find numerous applications in communications, signal processing, and security engineering. Formal verification techniques of GF circuits are scarce and limited to circuits with known bit positions of the primary inputs and outputs. They also require knowledge of the irreducible p...
cs.SC cs.CR
galois field gf arithmetic circuits find numerous applications in communications signal processing and security engineering formal verification techniques of gf circuits are scarce and limited to circuits with known bit positions of the primary inputs and outputs they also require knowledge of the irreducible polynomia...
[['galois', 'field', 'gf', 'arithmetic', 'circuits', 'find', 'numerous', 'applications', 'in', 'communications', 'signal', 'processing', 'and', 'security', 'engineering', 'formal', 'verification', 'techniques', 'of', 'gf', 'circuits', 'are', 'scarce', 'and', 'limited', 'to', 'circuits', 'with', 'known', 'bit', 'positio...
[-0.1489461769938077, 0.030668699727883858, -0.07082930576181848, 0.008796967435046099, -0.07376593123435189, -0.18930209321766406, 0.031819062210208936, 0.38420574970567895, -0.3192960831067084, -0.31617515235465316, 0.09258846766629415, -0.20456147447571552, -0.1469464125915884, 0.2429874856055616, -0.078780247048646...
1,802.06871
A Deterministic Protocol for Sequential Asymptotic Learning
In the classic herding model, agents receive private signals about an underlying binary state of nature, and act sequentially to choose one of two possible actions, after observing the actions of their predecessors. We investigate what types of behaviors lead to asymptotic learning, where agents will eventually con...
cs.GT cs.DM
in the classic herding model agents receive private signals about an underlying binary state of nature and act sequentially to choose one of two possible actions after observing the actions of their predecessors we investigate what types of behaviors lead to asymptotic learning where agents will eventually converge to ...
[['in', 'the', 'classic', 'herding', 'model', 'agents', 'receive', 'private', 'signals', 'about', 'an', 'underlying', 'binary', 'state', 'of', 'nature', 'and', 'act', 'sequentially', 'to', 'choose', 'one', 'of', 'two', 'possible', 'actions', 'after', 'observing', 'the', 'actions', 'of', 'their', 'predecessors', 'we', '...
[-0.106618237555027, 0.12225049883604515, -0.13090181880816817, 0.05067137647047639, -0.14349928356334568, -0.23104223468899726, 0.11401512632984669, 0.4261753012239933, -0.2844786498248577, -0.2463167127976194, 0.08334768856689334, -0.2540853971838951, -0.1722014402076602, 0.14768384074233473, -0.13904235456883907, -0...
1,802.06872
Population Protocols Are Fast
A population protocol describes a set of state change rules for a population of $n$ indistinguishable finite-state agents (automata), undergoing random pairwise interactions. Within this very basic framework, it is possible to resolve a number of fundamental tasks in distributed computing, including: leader election,...
cs.DC cs.DS
a population protocol describes a set of state change rules for a population of n indistinguishable finitestate agents automata undergoing random pairwise interactions within this very basic framework it is possible to resolve a number of fundamental tasks in distributed computing including leader election aggregate an...
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1,802.06873
Multi-scale simulations of black hole accretion in barred galaxies: Self-gravitating disk models
Due to the non-axisymmetric potential of the central bar, barred spiral galaxies form, in addition to their characteristic arms and bar, a variety of structures within the thin gas disk, like nuclear rings, inner spirals and dust-lanes. These structures in the inner kiloparsec are most important to explain and unders...
astro-ph.GA
due to the nonaxisymmetric potential of the central bar barred spiral galaxies form in addition to their characteristic arms and bar a variety of structures within the thin gas disk like nuclear rings inner spirals and dustlanes these structures in the inner kiloparsec are most important to explain and understand the r...
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[-0.11673471666106887, 0.06381583166977826, -0.03655133110278093, 0.10921065695846018, -0.0340640198791752, -0.03109252466694326, -0.006308318216454338, 0.35942746342059123, -0.21334836235676832, -0.29165920481790564, 0.10619699063989846, -0.25364411346245186, 0.020186603737382538, 0.1973391146795522, 0.008307992710379...
1,802.06874
Landau Damping in a strong magnetic field: Dissociation of Quarkonia
We have investigated the effects of strong magnetic field on the properties of quarkonia immersed in a thermal medium of quarks and gluons and studied its quasi-free dissociation due to the Landau-damping. Thermalizing the Schwinger propagator in the lowest Landau levels for quarks and the Feynman propagator for gluo...
hep-ph hep-th nucl-th
we have investigated the effects of strong magnetic field on the properties of quarkonia immersed in a thermal medium of quarks and gluons and studied its quasifree dissociation due to the landaudamping thermalizing the schwinger propagator in the lowest landau levels for quarks and the feynman propagator for gluons in...
[['we', 'have', 'investigated', 'the', 'effects', 'of', 'strong', 'magnetic', 'field', 'on', 'the', 'properties', 'of', 'quarkonia', 'immersed', 'in', 'a', 'thermal', 'medium', 'of', 'quarks', 'and', 'gluons', 'and', 'studied', 'its', 'quasifree', 'dissociation', 'due', 'to', 'the', 'landaudamping', 'thermalizing', 'th...
[-0.1289038029600217, 0.25505240810093627, -0.04562856993446335, 0.07888392731085056, -0.006561546975625713, -0.06960687633487816, 0.0325719020161307, 0.36830412480805325, -0.19106099071209773, -0.2959325551904321, -0.001600383107568514, -0.30352775073805255, -0.03177142394193875, 0.1462379045354115, 0.0662931981418762...
1,802.06875
LSALSA: Accelerated Source Separation via Learned Sparse Coding
We propose an efficient algorithm for the generalized sparse coding (SC) inference problem. The proposed framework applies to both the single dictionary setting, where each data point is represented as a sparse combination of the columns of one dictionary matrix, as well as the multiple dictionary setting as given in...
cs.LG stat.ML
we propose an efficient algorithm for the generalized sparse coding sc inference problem the proposed framework applies to both the single dictionary setting where each data point is represented as a sparse combination of the columns of one dictionary matrix as well as the multiple dictionary setting as given in morpho...
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1,802.06876
Spiro-Conjugated Molecular Junctions: between Jahn-Teller Distortion and Destructive Quantum Interference
The quest for molecular structures exhibiting strong quantum interference effects in the transport setting has long been on the forefront of chemical research. Here, we establish theoretically that the unusual geometry of spiro-conjugated systems gives rise to complete destructive interference in the resonant-transpo...
cond-mat.mes-hall physics.chem-ph
the quest for molecular structures exhibiting strong quantum interference effects in the transport setting has long been on the forefront of chemical research here we establish theoretically that the unusual geometry of spiroconjugated systems gives rise to complete destructive interference in the resonanttransport reg...
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1,802.06877
Pairwise Concurrence in Cyclically Symmetric Quantum States
We provide an initial characterization of pairwise concurrence in quantum states which are invariant under cyclic permutations of party labeling. We prove that maximal entanglement can be entirely described by adjacent pairs, then give explicit descriptions of those states in specific subsets of 4 and 5 qubit states ...
quant-ph
we provide an initial characterization of pairwise concurrence in quantum states which are invariant under cyclic permutations of party labeling we prove that maximal entanglement can be entirely described by adjacent pairs then give explicit descriptions of those states in specific subsets of 4 and 5 qubit states x st...
[['we', 'provide', 'an', 'initial', 'characterization', 'of', 'pairwise', 'concurrence', 'in', 'quantum', 'states', 'which', 'are', 'invariant', 'under', 'cyclic', 'permutations', 'of', 'party', 'labeling', 'we', 'prove', 'that', 'maximal', 'entanglement', 'can', 'be', 'entirely', 'described', 'by', 'adjacent', 'pairs'...
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1,802.06878
Dynamical structure factor of the triangular antiferromagnet: the Schwinger boson theory beyond the mean field approach
We compute the zero temperature dynamical structure factor $S({\bf q},\omega)$ of the triangular lattice Heisenberg model (TLHM) using a Schwinger boson approach that includes the Gaussian fluctuations ($1/N$ corrections) of the saddle point solution. While the ground state of this model exhibits a well-known 120$^{\...
cond-mat.str-el
we compute the zero temperature dynamical structure factor sbf qomega of the triangular lattice heisenberg model tlhm using a schwinger boson approach that includes the gaussian fluctuations 1n corrections of the saddle point solution while the ground state of this model exhibits a wellknown 120circ magnetic ordering e...
[['we', 'compute', 'the', 'zero', 'temperature', 'dynamical', 'structure', 'factor', 'sbf', 'qomega', 'of', 'the', 'triangular', 'lattice', 'heisenberg', 'model', 'tlhm', 'using', 'a', 'schwinger', 'boson', 'approach', 'that', 'includes', 'the', 'gaussian', 'fluctuations', '1n', 'corrections', 'of', 'the', 'saddle', 'p...
[-0.16234848337800167, 0.22344536538730608, -0.10815712792460963, 0.07993220497258584, -0.022979375672427756, -0.0928790768535305, 0.07455571632305845, 0.34291582607738347, -0.22915981201438512, -0.22688331063507142, 0.03788239359690816, -0.31957895656433616, -0.07579385724528569, 0.12241862573768053, 0.053932994075605...
1,802.06879
Coverings and the heat equation on graphs: stochastic incompleteness, the Feller property and uniform transience
We study regular coverings of graphs and manifolds with a focus on properties of the heat equation. In particular, we look at stochastic incompleteness, the Feller property and uniform transience; and investigate the connection between the validity of these properties on the base space and its covering. For both grap...
math.FA math.PR math.SP
we study regular coverings of graphs and manifolds with a focus on properties of the heat equation in particular we look at stochastic incompleteness the feller property and uniform transience and investigate the connection between the validity of these properties on the base space and its covering for both graphs and ...
[['we', 'study', 'regular', 'coverings', 'of', 'graphs', 'and', 'manifolds', 'with', 'a', 'focus', 'on', 'properties', 'of', 'the', 'heat', 'equation', 'in', 'particular', 'we', 'look', 'at', 'stochastic', 'incompleteness', 'the', 'feller', 'property', 'and', 'uniform', 'transience', 'and', 'investigate', 'the', 'conne...
[-0.1363891838963831, 0.04249904828057403, -0.07459837703278199, 0.12296653754033503, -0.101481398625765, -0.06999534858568084, 0.07547355229811122, 0.4040401907792936, -0.2861868017131374, -0.222706676025631, 0.15675675155389832, -0.2605959055945277, -0.13176767140006027, 0.20574273523830233, -0.07833590210481946, 0.0...
1,802.0688
The distribution of inelastic dark matter in the Sun
If dark matter is composed of new particles, these may become captured after scattering with nuclei in the Sun, thermalise through additional scattering, and finally annihilate into neutrinos that can be detected on Earth. If dark matter scatters inelastically into a slightly heavier ($\mathcal{O} (10-100)$ keV) stat...
hep-ph astro-ph.HE
if dark matter is composed of new particles these may become captured after scattering with nuclei in the sun thermalise through additional scattering and finally annihilate into neutrinos that can be detected on earth if dark matter scatters inelastically into a slightly heavier mathcalo 10100 kev state it is unclear ...
[['if', 'dark', 'matter', 'is', 'composed', 'of', 'new', 'particles', 'these', 'may', 'become', 'captured', 'after', 'scattering', 'with', 'nuclei', 'in', 'the', 'sun', 'thermalise', 'through', 'additional', 'scattering', 'and', 'finally', 'annihilate', 'into', 'neutrinos', 'that', 'can', 'be', 'detected', 'on', 'earth...
[-0.06047547342560706, 0.25632754335730007, -0.14353897953816153, 0.15371702036664878, -0.04711766934569664, -0.10563170115261922, 0.034389079624667154, 0.3547262975303402, -0.2696532557026772, -0.33588087076065265, 0.041971954470091874, -0.2845944334856338, -0.01879312337664833, 0.14578226855370538, 0.0277755624704520...
1,802.06881
Automated Playtesting with Procedural Personas through MCTS with Evolved Heuristics
This paper describes a method for generative player modeling and its application to the automatic testing of game content using archetypal player models called procedural personas. Theoretically grounded in psychological decision theory, procedural personas are implemented using a variation of Monte Carlo Tree Search...
cs.AI
this paper describes a method for generative player modeling and its application to the automatic testing of game content using archetypal player models called procedural personas theoretically grounded in psychological decision theory procedural personas are implemented using a variation of monte carlo tree search mct...
[['this', 'paper', 'describes', 'a', 'method', 'for', 'generative', 'player', 'modeling', 'and', 'its', 'application', 'to', 'the', 'automatic', 'testing', 'of', 'game', 'content', 'using', 'archetypal', 'player', 'models', 'called', 'procedural', 'personas', 'theoretically', 'grounded', 'in', 'psychological', 'decisio...
[-0.011638352898164438, 0.06112044945789071, -0.13265950600683796, 0.13630632474758805, -0.14141261543875608, -0.21358781586138484, 0.061750312916373305, 0.4550573297728522, -0.2684241331313761, -0.3570858180188598, 0.0956127519684975, -0.22278803919471102, -0.2090738247303913, 0.1804648853960829, -0.11137636887183479,...
1,802.06882
Theoretical Framework for Estimating Target-Object Shape by Using Location-Unknown Mobile Distance Sensors
This paper proposes a theoretical framework for estimating a target-object shape, the location of which is not given, by using mobile distance sensors the locations of which are also unknown. Typically, mobile sensors are mounted on vehicles. Each sensor continuously measures the distance from it to the target object...
eess.SP
this paper proposes a theoretical framework for estimating a targetobject shape the location of which is not given by using mobile distance sensors the locations of which are also unknown typically mobile sensors are mounted on vehicles each sensor continuously measures the distance from it to the target object the pro...
[['this', 'paper', 'proposes', 'a', 'theoretical', 'framework', 'for', 'estimating', 'a', 'targetobject', 'shape', 'the', 'location', 'of', 'which', 'is', 'not', 'given', 'by', 'using', 'mobile', 'distance', 'sensors', 'the', 'locations', 'of', 'which', 'are', 'also', 'unknown', 'typically', 'mobile', 'sensors', 'are',...
[-0.10534019877597915, 0.06368227845594061, -0.08097374519319132, -0.006681635217374247, -0.10600903427411774, -0.15476617777974092, 0.06466293953108658, 0.42804083332532283, -0.2781580953830571, -0.35802847892045975, 0.13060685059771818, -0.2722189556383951, -0.12043085913914679, 0.16087494705006425, -0.12142881883703...
1,802.06883
An electronic ratchet is required in nanostructured intermediate band solar cells
We investigate in this letter the intrinsic properties that have limited the efficiency of nanostructured intermediate band solar cells. Those devices take advantage of intra-band transitions, which occur on narrow energy width, and present low radiative recombination efficiency. We derive the minimum requirements in...
physics.app-ph physics.optics
we investigate in this letter the intrinsic properties that have limited the efficiency of nanostructured intermediate band solar cells those devices take advantage of intraband transitions which occur on narrow energy width and present low radiative recombination efficiency we derive the minimum requirements in terms ...
[['we', 'investigate', 'in', 'this', 'letter', 'the', 'intrinsic', 'properties', 'that', 'have', 'limited', 'the', 'efficiency', 'of', 'nanostructured', 'intermediate', 'band', 'solar', 'cells', 'those', 'devices', 'take', 'advantage', 'of', 'intraband', 'transitions', 'which', 'occur', 'on', 'narrow', 'energy', 'width...
[-0.1174915843915947, 0.12423697549282424, 0.007992869520508875, 0.0916045714825175, -0.061413165197822535, -0.1464278574344026, 0.0701418365782433, 0.4629628541480673, -0.23716611918923125, -0.3364930047002965, 0.07058554563722381, -0.2705438535019424, -0.14428576593899667, 0.2355229216292883, -0.09577967336860625, 0....
1,802.06884
Weak-value amplification forWeyl-point separation in momentum space
The existence of Weyl nodes in the momentum space is a hallmark of a Weyl semimetal (WSM). A WSM can be confirmed by observing its Fermi arcs with separated Weyl nodes. In this paper, we study the spin- orbit interaction of light on the surface of WSM in the limit that the thickness is ultra-thin and the incident sur...
cond-mat.mes-hall physics.optics
the existence of weyl nodes in the momentum space is a hallmark of a weyl semimetal wsm a wsm can be confirmed by observing its fermi arcs with separated weyl nodes in this paper we study the spin orbit interaction of light on the surface of wsm in the limit that the thickness is ultrathin and the incident surface does...
[['the', 'existence', 'of', 'weyl', 'nodes', 'in', 'the', 'momentum', 'space', 'is', 'a', 'hallmark', 'of', 'a', 'weyl', 'semimetal', 'wsm', 'a', 'wsm', 'can', 'be', 'confirmed', 'by', 'observing', 'its', 'fermi', 'arcs', 'with', 'separated', 'weyl', 'nodes', 'in', 'this', 'paper', 'we', 'study', 'the', 'spin', 'orbit'...
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1,802.06885
The Allen--Uzawa elasticity of substitution for nonhomogeneous production functions
This note proves that the representation of the Allen elasticity of substitution obtained by Uzawa for linear homogeneous functions holds true for nonhomogeneous functions. It is shown that the criticism of the Allen-Uzawa elasticity of substitution in the works of Blackorby, Primont, Russell is based on an incorrect...
econ.EM math.OC
this note proves that the representation of the allen elasticity of substitution obtained by uzawa for linear homogeneous functions holds true for nonhomogeneous functions it is shown that the criticism of the allenuzawa elasticity of substitution in the works of blackorby primont russell is based on an incorrect examp...
[['this', 'note', 'proves', 'that', 'the', 'representation', 'of', 'the', 'allen', 'elasticity', 'of', 'substitution', 'obtained', 'by', 'uzawa', 'for', 'linear', 'homogeneous', 'functions', 'holds', 'true', 'for', 'nonhomogeneous', 'functions', 'it', 'is', 'shown', 'that', 'the', 'criticism', 'of', 'the', 'allenuzawa'...
[-0.08852858924681482, 0.053190076149526845, -0.07351859007030725, 0.06223790539155269, -0.038539837640912636, -0.09173881303033103, 0.013780591624748447, 0.28969954359142674, -0.2747551613365826, -0.1817225247581044, 0.09417528949384375, -0.26448164058282325, -0.22397727365403072, 0.19583694513320274, -0.1104960497468...
1,802.06886
Plasma-activation of tap water using DBD for agronomy applications: Identification and quantification of long lifetime chemical species and production/consumption mechanisms
Cold atmospheric plasmas (CAP) are weakly ionized gases that can be generated in ambient air. They produce energetic species (e.g. electrons, metastables) as well as reactive oxygen species, reactive nitrogen species, UV radiations and local electric field. Their interaction with a liquid such as tap water can hence ...
physics.app-ph physics.chem-ph physics.plasm-ph
cold atmospheric plasmas cap are weakly ionized gases that can be generated in ambient air they produce energetic species eg electrons metastables as well as reactive oxygen species reactive nitrogen species uv radiations and local electric field their interaction with a liquid such as tap water can hence change its ch...
[['cold', 'atmospheric', 'plasmas', 'cap', 'are', 'weakly', 'ionized', 'gases', 'that', 'can', 'be', 'generated', 'in', 'ambient', 'air', 'they', 'produce', 'energetic', 'species', 'eg', 'electrons', 'metastables', 'as', 'well', 'as', 'reactive', 'oxygen', 'species', 'reactive', 'nitrogen', 'species', 'uv', 'radiations...
[-0.04304005647559999, 0.20463921965427317, 0.013602630771034933, 0.01869928224297142, 0.009836122458333214, -0.14869518635585963, 0.06228111638969824, 0.42320617433623, -0.22703391530022426, -0.33099169783567484, 0.09407984032781083, -0.3149686436830484, -0.05133829939468588, 0.17512102828911258, -0.001883211994227237...
1,802.06887
A Multiclass Mean-Field Game for Thwarting Misinformation Spread in the Internet of Battlefield Things (IoBT)
In this paper, the problem of misinformation propagation is studied for an Internet of Battlefield Things (IoBT) system in which an attacker seeks to inject false information in the IoBT nodes in order to compromise the IoBT operations. In the considered model, each IoBT node seeks to counter the misinformation attac...
cs.GT
in this paper the problem of misinformation propagation is studied for an internet of battlefield things iobt system in which an attacker seeks to inject false information in the iobt nodes in order to compromise the iobt operations in the considered model each iobt node seeks to counter the misinformation attack by fi...
[['in', 'this', 'paper', 'the', 'problem', 'of', 'misinformation', 'propagation', 'is', 'studied', 'for', 'an', 'internet', 'of', 'battlefield', 'things', 'iobt', 'system', 'in', 'which', 'an', 'attacker', 'seeks', 'to', 'inject', 'false', 'information', 'in', 'the', 'iobt', 'nodes', 'in', 'order', 'to', 'compromise', ...
[-0.15691586300373184, 0.034686346048082586, -0.06514670428603676, 0.051497891333982596, -0.04030277437676115, -0.1749682143535818, 0.11128921871088993, 0.32588815687321376, -0.28019337004748, -0.28937163576483727, 0.08594424278702657, -0.3017500806555717, -0.16092632434626608, 0.11579322244892541, -0.12705365237801985...
1,802.06888
Superrational types
We present a formal analysis of Douglas Hofstadter's concept of \emph{superrationality}. We start by defining superrationally justifiable actions, and study them in symmetric games. We then model the beliefs of the players, in a way that leads them to different choices than the usual assumption of rationality by rest...
cs.AI
we present a formal analysis of douglas hofstadters concept of emphsuperrationality we start by defining superrationally justifiable actions and study them in symmetric games we then model the beliefs of the players in a way that leads them to different choices than the usual assumption of rationality by restricting th...
[['we', 'present', 'a', 'formal', 'analysis', 'of', 'douglas', 'hofstadters', 'concept', 'of', 'emphsuperrationality', 'we', 'start', 'by', 'defining', 'superrationally', 'justifiable', 'actions', 'and', 'study', 'them', 'in', 'symmetric', 'games', 'we', 'then', 'model', 'the', 'beliefs', 'of', 'the', 'players', 'in', ...
[-0.11062833804997706, 0.06890870428954561, -0.140148605652509, 0.11208180347782991, -0.109939864623831, -0.12173600070258622, 0.09121517552768872, 0.38636598133191624, -0.2737653880450194, -0.2873626220470635, 0.05762337804746924, -0.21035982237788298, -0.161085081587155, 0.11343913548626006, -0.14229151778804358, 0.0...
1,802.06889
The double-trace spectrum of N=4 SYM at strong coupling
The spectrum of IIB supergravity on AdS${}_5 \times S^5$ contains a number of bound states described by long double-trace multiplets in $\mathcal{N}=4$ super Yang-Mills theory at large 't Hooft coupling. At large $N$ these states are degenerate and to obtain their anomalous dimensions as expansions in $\tfrac{1}{N^2}...
hep-th
the spectrum of iib supergravity on ads_5 times s5 contains a number of bound states described by long doubletrace multiplets in mathcaln4 super yangmills theory at large t hooft coupling at large n these states are degenerate and to obtain their anomalous dimensions as expansions in tfrac1n2 one has to solve a mixing ...
[['the', 'spectrum', 'of', 'iib', 'supergravity', 'on', 'ads_5', 'times', 's5', 'contains', 'a', 'number', 'of', 'bound', 'states', 'described', 'by', 'long', 'doubletrace', 'multiplets', 'in', 'mathcaln4', 'super', 'yangmills', 'theory', 'at', 'large', 't', 'hooft', 'coupling', 'at', 'large', 'n', 'these', 'states', '...
[-0.1822932601789944, 0.22334082491075746, -0.04109065910765471, 0.10181133688176768, -0.046421310293506116, -0.16110807799626714, -0.04155243613506453, 0.2729077848981923, -0.15659031011343288, -0.2533145463810517, 0.11317575547526268, -0.31836119190064405, -0.15822021942809583, 0.09100522492260027, -0.026151032849716...
1,802.0689
Range-Only Localization in n-Dimensional Networks With Arbitrary Anchor Placement
This paper considers node localization in static sensor networks using range-only measurements. Similar to state- of-the-art algorithms, such as ECHO and DILOC, we rely on barycentric coordinates of the nodes to transform the non-convex node localization problem into a linear system of equations. The main contributio...
eess.SP
this paper considers node localization in static sensor networks using rangeonly measurements similar to state oftheart algorithms such as echo and diloc we rely on barycentric coordinates of the nodes to transform the nonconvex node localization problem into a linear system of equations the main contribution of this p...
[['this', 'paper', 'considers', 'node', 'localization', 'in', 'static', 'sensor', 'networks', 'using', 'rangeonly', 'measurements', 'similar', 'to', 'state', 'oftheart', 'algorithms', 'such', 'as', 'echo', 'and', 'diloc', 'we', 'rely', 'on', 'barycentric', 'coordinates', 'of', 'the', 'nodes', 'to', 'transform', 'the', ...
[-0.1562700614663242, -0.008763545225197567, -0.042856086704208034, 0.007124535198606362, -0.07516032519832819, -0.18001497610578243, 0.08910135939110164, 0.365827774723308, -0.27942564356129, -0.2774353982185167, 0.08876157084942642, -0.2912173905496263, -0.19629853357460728, 0.15750564544025478, -0.061439049639444375...
1,802.06891
Fourier Policy Gradients
We propose a new way of deriving policy gradient updates for reinforcement learning. Our technique, based on Fourier analysis, recasts integrals that arise with expected policy gradients as convolutions and turns them into multiplications. The obtained analytical solutions allow us to capture the low variance benefit...
cs.LG cs.AI
we propose a new way of deriving policy gradient updates for reinforcement learning our technique based on fourier analysis recasts integrals that arise with expected policy gradients as convolutions and turns them into multiplications the obtained analytical solutions allow us to capture the low variance benefits of e...
[['we', 'propose', 'a', 'new', 'way', 'of', 'deriving', 'policy', 'gradient', 'updates', 'for', 'reinforcement', 'learning', 'our', 'technique', 'based', 'on', 'fourier', 'analysis', 'recasts', 'integrals', 'that', 'arise', 'with', 'expected', 'policy', 'gradients', 'as', 'convolutions', 'and', 'turns', 'them', 'into',...
[-0.054689664153556805, 0.01772949469886953, -0.14596224300112226, 0.08405028603579012, -0.11324532901380735, -0.13876621677991352, 0.08589618710811919, 0.4369766724121291, -0.2868986422672606, -0.2754407396350871, 0.07867446146974544, -0.21425951342098415, -0.17454259113765147, 0.2284794984916516, -0.0793169351600227,...
1,802.06892
Real World Evaluation of Approaches to Research Paper Recommendation
In this work, we have identified the need for choosing baseline approaches for research-paper recommendation systems. Following a literature survey of all research paper recommendation approaches described over the last four years, we framed criteria that makes for a well-rounded set of baselines. These are implement...
cs.IR
in this work we have identified the need for choosing baseline approaches for researchpaper recommendation systems following a literature survey of all research paper recommendation approaches described over the last four years we framed criteria that makes for a wellrounded set of baselines these are implemented on mr...
[['in', 'this', 'work', 'we', 'have', 'identified', 'the', 'need', 'for', 'choosing', 'baseline', 'approaches', 'for', 'researchpaper', 'recommendation', 'systems', 'following', 'a', 'literature', 'survey', 'of', 'all', 'research', 'paper', 'recommendation', 'approaches', 'described', 'over', 'the', 'last', 'four', 'ye...
[-0.07583079339043858, -0.005650647693619249, -0.0989783514291048, 0.056206432492278205, -0.14711404577440892, -0.15099154545071844, 0.07868812428108261, 0.44497302087644736, -0.16436168986450259, -0.33342053783126174, 0.08463201671935773, -0.35435583422270917, -0.16384950651166338, 0.26786051563879787, -0.058581026433...
1,802.06893
Learning Word Vectors for 157 Languages
Distributed word representations, or word vectors, have recently been applied to many tasks in natural language processing, leading to state-of-the-art performance. A key ingredient to the successful application of these representations is to train them on very large corpora, and use these pre-trained models in downs...
cs.CL cs.LG
distributed word representations or word vectors have recently been applied to many tasks in natural language processing leading to stateoftheart performance a key ingredient to the successful application of these representations is to train them on very large corpora and use these pretrained models in downstream tasks...
[['distributed', 'word', 'representations', 'or', 'word', 'vectors', 'have', 'recently', 'been', 'applied', 'to', 'many', 'tasks', 'in', 'natural', 'language', 'processing', 'leading', 'to', 'stateoftheart', 'performance', 'a', 'key', 'ingredient', 'to', 'the', 'successful', 'application', 'of', 'these', 'representatio...
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1,802.06894
Learning Hidden Markov Models from Pairwise Co-occurrences with Application to Topic Modeling
We present a new algorithm for identifying the transition and emission probabilities of a hidden Markov model (HMM) from the emitted data. Expectation-maximization becomes computationally prohibitive for long observation records, which are often required for identification. The new algorithm is particularly suitable ...
cs.CL cs.LG eess.SP stat.ML
we present a new algorithm for identifying the transition and emission probabilities of a hidden markov model hmm from the emitted data expectationmaximization becomes computationally prohibitive for long observation records which are often required for identification the new algorithm is particularly suitable for case...
[['we', 'present', 'a', 'new', 'algorithm', 'for', 'identifying', 'the', 'transition', 'and', 'emission', 'probabilities', 'of', 'a', 'hidden', 'markov', 'model', 'hmm', 'from', 'the', 'emitted', 'data', 'expectationmaximization', 'becomes', 'computationally', 'prohibitive', 'for', 'long', 'observation', 'records', 'wh...
[-0.011182246812295618, 0.0938113691493314, -0.05242373307519559, 0.1562790896325349, -0.14144071135075487, -0.18020289560700667, 0.055027840053002146, 0.45475434612297844, -0.2823927033104742, -0.3085703526702809, 0.09478825912232913, -0.2738694504055307, -0.12807302045923202, 0.16516875631856262, -0.04092150937158165...
1,802.06895
Hierarchical Expertise-Level Modeling for User Specific Robot-Behavior Explanations
There is a growing interest within the AI research community to develop autonomous systems capable of explaining their behavior to users. One aspect of the explanation generation problem that has yet to receive much attention is the task of explaining plans to users whose level of expertise differ from that of the ex...
cs.AI
there is a growing interest within the ai research community to develop autonomous systems capable of explaining their behavior to users one aspect of the explanation generation problem that has yet to receive much attention is the task of explaining plans to users whose level of expertise differ from that of the expla...
[['there', 'is', 'a', 'growing', 'interest', 'within', 'the', 'ai', 'research', 'community', 'to', 'develop', 'autonomous', 'systems', 'capable', 'of', 'explaining', 'their', 'behavior', 'to', 'users', 'one', 'aspect', 'of', 'the', 'explanation', 'generation', 'problem', 'that', 'has', 'yet', 'to', 'receive', 'much', '...
[-0.07642269196030475, 0.03171684610185651, -0.06898691600411018, 0.10774564245149298, -0.1360798957305891, -0.14419905141642345, 0.077963756406923, 0.3934222402538906, -0.2635541555242363, -0.35296266279947847, 0.06492496668552257, -0.24294215715976794, -0.21151321999026712, 0.20734457887792543, -0.10357983638497709, ...
1,802.06896
Color-dependent interactions in the three coloring model
Since it was first discussed by Baxter in 1970, the three coloring model has been studied in several contexts, from frustrated magnetism to superconducting devices and glassiness. In presence of interactions, when the model is no longer exactly soluble, it was already observed that the phase diagram is highly non-tri...
cond-mat.stat-mech
since it was first discussed by baxter in 1970 the three coloring model has been studied in several contexts from frustrated magnetism to superconducting devices and glassiness in presence of interactions when the model is no longer exactly soluble it was already observed that the phase diagram is highly nontrivial her...
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[-0.1452038948451961, 0.2332015583541856, -0.019071239902491946, 0.09411579577439923, -0.023616465715580244, -0.2447320591839058, 0.04724161375536403, 0.36340200039905624, -0.22626053383782394, -0.2747228949594854, 0.054433531262529596, -0.33563648932960943, -0.10565939817730505, 0.14577763545180936, 0.0438048726385598...
1,802.06897
Machine Learning Methods for Data Association in Multi-Object Tracking
Data association is a key step within the multi-object tracking pipeline that is notoriously challenging due to its combinatorial nature. A popular and general way to formulate data association is as the NP-hard multidimensional assignment problem (MDAP). Over the last few years, data-driven approaches to assignment ...
cs.CV
data association is a key step within the multiobject tracking pipeline that is notoriously challenging due to its combinatorial nature a popular and general way to formulate data association is as the nphard multidimensional assignment problem mdap over the last few years datadriven approaches to assignment have becom...
[['data', 'association', 'is', 'a', 'key', 'step', 'within', 'the', 'multiobject', 'tracking', 'pipeline', 'that', 'is', 'notoriously', 'challenging', 'due', 'to', 'its', 'combinatorial', 'nature', 'a', 'popular', 'and', 'general', 'way', 'to', 'formulate', 'data', 'association', 'is', 'as', 'the', 'nphard', 'multidime...
[-0.04407074673339551, -0.02658055614420148, -0.08298859105611495, 0.08423375292291302, -0.14809794115740083, -0.16566663196079376, 0.07329150511027682, 0.45719954319471534, -0.3056821757566559, -0.3417867184833212, 0.16675510632087182, -0.2575576387547938, -0.1569189205801822, 0.18226259743231674, -0.09314442368029335...
1,802.06898
EV-FlowNet: Self-Supervised Optical Flow Estimation for Event-based Cameras
Event-based cameras have shown great promise in a variety of situations where frame based cameras suffer, such as high speed motions and high dynamic range scenes. However, developing algorithms for event measurements requires a new class of hand crafted algorithms. Deep learning has shown great success in providing ...
cs.CV cs.RO
eventbased cameras have shown great promise in a variety of situations where frame based cameras suffer such as high speed motions and high dynamic range scenes however developing algorithms for event measurements requires a new class of hand crafted algorithms deep learning has shown great success in providing model f...
[['eventbased', 'cameras', 'have', 'shown', 'great', 'promise', 'in', 'a', 'variety', 'of', 'situations', 'where', 'frame', 'based', 'cameras', 'suffer', 'such', 'as', 'high', 'speed', 'motions', 'and', 'high', 'dynamic', 'range', 'scenes', 'however', 'developing', 'algorithms', 'for', 'event', 'measurements', 'require...
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1,802.06899
Hill plot focusing on Ce compounds with high magnetic-ordering-temperatures and consequent study of Ce2AuP3
Hill plot is a well-known criterion of the f-electron element interatomic threshold-distance separating the nonmagnetic state from the magnetic one in actinides or lanthanides. We have reinvestigated the Hill plot of Ce compounds using a commercial crystallographic database CRYSTMET, focusing on a relationship betwee...
cond-mat.mtrl-sci
hill plot is a wellknown criterion of the felectron element interatomic thresholddistance separating the nonmagnetic state from the magnetic one in actinides or lanthanides we have reinvestigated the hill plot of ce compounds using a commercial crystallographic database crystmet focusing on a relationship between the c...
[['hill', 'plot', 'is', 'a', 'wellknown', 'criterion', 'of', 'the', 'felectron', 'element', 'interatomic', 'thresholddistance', 'separating', 'the', 'nonmagnetic', 'state', 'from', 'the', 'magnetic', 'one', 'in', 'actinides', 'or', 'lanthanides', 'we', 'have', 'reinvestigated', 'the', 'hill', 'plot', 'of', 'ce', 'compo...
[-0.16508218669204164, 0.19059419938061825, -0.06814555570770822, 0.054676921097458996, -0.03792379106401794, -0.1370509173002039, 0.1314923832028666, 0.3497105994850726, -0.22691690082908333, -0.3103098561234005, 0.0009761759583317839, -0.3611059423864764, -0.05930546216618763, 0.16498906049117282, 0.0618663622847046,...
1,802.069
Exploring the high-pressure materials genome
A thorough in situ characterization of materials at extreme conditions is challenging, and computational tools such as crystal structural search methods in combination with ab initio calculations are widely used to guide experiments by predicting the composition, structure, and properties of high-pressure compounds. ...
cond-mat.mtrl-sci
a thorough in situ characterization of materials at extreme conditions is challenging and computational tools such as crystal structural search methods in combination with ab initio calculations are widely used to guide experiments by predicting the composition structure and properties of highpressure compounds however...
[['a', 'thorough', 'in', 'situ', 'characterization', 'of', 'materials', 'at', 'extreme', 'conditions', 'is', 'challenging', 'and', 'computational', 'tools', 'such', 'as', 'crystal', 'structural', 'search', 'methods', 'in', 'combination', 'with', 'ab', 'initio', 'calculations', 'are', 'widely', 'used', 'to', 'guide', 'e...
[-0.07826731935229843, 0.11367042695788006, -0.0674452693739866, 0.04926697212779614, -0.08536347245261754, -0.11679572098568002, 0.09469343824136842, 0.4153375542892884, -0.28648168556874126, -0.33744066121477273, 0.1388362522145623, -0.26052664263988845, -0.15387031444728935, 0.22508205926190983, 0.01797952859972914,...
1,802.06901
Deterministic Non-Autoregressive Neural Sequence Modeling by Iterative Refinement
We propose a conditional non-autoregressive neural sequence model based on iterative refinement. The proposed model is designed based on the principles of latent variable models and denoising autoencoders, and is generally applicable to any sequence generation task. We extensively evaluate the proposed model on machi...
cs.LG cs.CL stat.ML
we propose a conditional nonautoregressive neural sequence model based on iterative refinement the proposed model is designed based on the principles of latent variable models and denoising autoencoders and is generally applicable to any sequence generation task we extensively evaluate the proposed model on machine tra...
[['we', 'propose', 'a', 'conditional', 'nonautoregressive', 'neural', 'sequence', 'model', 'based', 'on', 'iterative', 'refinement', 'the', 'proposed', 'model', 'is', 'designed', 'based', 'on', 'the', 'principles', 'of', 'latent', 'variable', 'models', 'and', 'denoising', 'autoencoders', 'and', 'is', 'generally', 'appl...
[-0.01308524771260896, 0.0025612685962447096, -0.05479779844837529, 0.09490325441916607, -0.09748740254768304, -0.1879950847942382, 0.04211173196589308, 0.48982046714850835, -0.27282045991825205, -0.3123794520007713, 0.09440272542248879, -0.22529054928038802, -0.19492578992753157, 0.19379113554688437, -0.11095241361430...
1,802.06902
Caching-Aided Collaborative D2D Operation for Predictive Data Dissemination in Industrial IoT
Industrial automation deployments constitute challenging environments where moving IoT machines may produce high-definition video and other heavy sensor data during surveying and inspection operations. Transporting massive contents to the edge network infrastructure and then eventually to the remote human operator re...
cs.NI
industrial automation deployments constitute challenging environments where moving iot machines may produce highdefinition video and other heavy sensor data during surveying and inspection operations transporting massive contents to the edge network infrastructure and then eventually to the remote human operator requir...
[['industrial', 'automation', 'deployments', 'constitute', 'challenging', 'environments', 'where', 'moving', 'iot', 'machines', 'may', 'produce', 'highdefinition', 'video', 'and', 'other', 'heavy', 'sensor', 'data', 'during', 'surveying', 'and', 'inspection', 'operations', 'transporting', 'massive', 'contents', 'to', '...
[-0.20351061105739865, 0.03513800464101932, -0.023155089965640748, 0.005671534033451206, -0.13961844790562894, -0.22504533276125882, 0.16518317533286475, 0.4185054027856146, -0.23264929027232173, -0.31202895592081026, 0.10945456872094546, -0.26908088908911504, -0.16903909863962693, 0.12573670392486988, -0.1524512756340...
1,802.06903
Generalization Error Bounds with Probabilistic Guarantee for SGD in Nonconvex Optimization
The success of deep learning has led to a rising interest in the generalization property of the stochastic gradient descent (SGD) method, and stability is one popular approach to study it. Existing works based on stability have studied nonconvex loss functions, but only considered the generalization error of the SGD ...
stat.ML cs.LG math.OC
the success of deep learning has led to a rising interest in the generalization property of the stochastic gradient descent sgd method and stability is one popular approach to study it existing works based on stability have studied nonconvex loss functions but only considered the generalization error of the sgd in expe...
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1,802.06904
Eisenstein series arising from Jordan algebras
We describe poles and the corresponding residual automorphic representations of Eisenstein series attached to maximal parabolic subgroups whose unipotent radicals admit Jordan algebra structure.
math.RT
we describe poles and the corresponding residual automorphic representations of eisenstein series attached to maximal parabolic subgroups whose unipotent radicals admit jordan algebra structure
[['we', 'describe', 'poles', 'and', 'the', 'corresponding', 'residual', 'automorphic', 'representations', 'of', 'eisenstein', 'series', 'attached', 'to', 'maximal', 'parabolic', 'subgroups', 'whose', 'unipotent', 'radicals', 'admit', 'jordan', 'algebra', 'structure']]
[-0.24901899136602879, 0.01352033284395778, -0.1582208798499778, 0.01623446187780549, -0.22141718808173513, -0.13445939624216408, -0.07495140157698188, 0.31079131287212175, -0.4348446944107612, -0.07457142261167367, 0.10292224126988003, -0.2653496409766376, -0.14713669296664497, 0.20240118474854776, -0.1432308735481152...
1,802.06905
Communication-Optimal Convolutional Neural Nets
Efficiently executing convolutional neural nets (CNNs) is important in many machine-learning tasks. Since the cost of moving a word of data, either between levels of a memory hierarchy or between processors over a network, is much higher than the cost of an arithmetic operation, minimizing data movement is critical t...
cs.DS cs.CC
efficiently executing convolutional neural nets cnns is important in many machinelearning tasks since the cost of moving a word of data either between levels of a memory hierarchy or between processors over a network is much higher than the cost of an arithmetic operation minimizing data movement is critical to perform...
[['efficiently', 'executing', 'convolutional', 'neural', 'nets', 'cnns', 'is', 'important', 'in', 'many', 'machinelearning', 'tasks', 'since', 'the', 'cost', 'of', 'moving', 'a', 'word', 'of', 'data', 'either', 'between', 'levels', 'of', 'a', 'memory', 'hierarchy', 'or', 'between', 'processors', 'over', 'a', 'network',...
[-0.1144863287652539, 0.046431968663218075, -0.04582258639857173, 0.10571754181443754, -0.08681935377661949, -0.20032167687263017, 0.09809521161767644, 0.43731365644413495, -0.27856498375742533, -0.3576387100974503, 0.12072722382372772, -0.25050843949160795, -0.16128937382777425, 0.267431013708752, -0.1497852609027177,...
1,802.06906
Coherent merging of counter-propagating exciton-polariton superfluids
We report the formation of a macroscopic coherent state emerging from colliding polariton fluids. Four lasers with random relative phases, arranged in a square, pump resonantly a planar microcavity, creating four coherent polariton fluids propagating toward each other. When the density (interactions) increases, the f...
cond-mat.quant-gas cond-mat.other quant-ph
we report the formation of a macroscopic coherent state emerging from colliding polariton fluids four lasers with random relative phases arranged in a square pump resonantly a planar microcavity creating four coherent polariton fluids propagating toward each other when the density interactions increases the four fluids...
[['we', 'report', 'the', 'formation', 'of', 'a', 'macroscopic', 'coherent', 'state', 'emerging', 'from', 'colliding', 'polariton', 'fluids', 'four', 'lasers', 'with', 'random', 'relative', 'phases', 'arranged', 'in', 'a', 'square', 'pump', 'resonantly', 'a', 'planar', 'microcavity', 'creating', 'four', 'coherent', 'pol...
[-0.24779652480501682, 0.3623787701285134, -0.060324628252419646, -0.018727667319277923, 0.007584912283346057, -0.20600327518768607, 0.016557190122936542, 0.3719445104400317, -0.23256774117859702, -0.24001478763918083, -0.0401143238976753, -0.3243170689791441, -0.059676273450410613, 0.13329704089652902, 0.0991296037100...
1,802.06907
High-density two-dimensional electron system induced by oxygen vacancies in ZnO
We realize a two-dimensional electron system (2DES) in ZnO by simply depositing pure aluminum on its surface in ultra-high vacuum, and characterize its electronic structure using angle-resolved photoemission spectroscopy. The aluminum oxidizes into alumina by creating oxygen vacancies that dope the bulk conduction ba...
cond-mat.mtrl-sci
we realize a twodimensional electron system 2des in zno by simply depositing pure aluminum on its surface in ultrahigh vacuum and characterize its electronic structure using angleresolved photoemission spectroscopy the aluminum oxidizes into alumina by creating oxygen vacancies that dope the bulk conduction band of zno...
[['we', 'realize', 'a', 'twodimensional', 'electron', 'system', '2des', 'in', 'zno', 'by', 'simply', 'depositing', 'pure', 'aluminum', 'on', 'its', 'surface', 'in', 'ultrahigh', 'vacuum', 'and', 'characterize', 'its', 'electronic', 'structure', 'using', 'angleresolved', 'photoemission', 'spectroscopy', 'the', 'aluminum...
[-0.1065650757718984, 0.20315107963521217, -0.0507571196787586, 0.005644003970388201, 0.04056327144966507, -0.15356080453522258, 0.10055220139319779, 0.4148383532940853, -0.22421760019845308, -0.2957742481118404, -0.04274930245792646, -0.3872250671208393, -0.08486107301127288, 0.17316926159269985, 0.06940865137549422, ...
1,802.06908
BFKL Spectrum of N=4 SYM: non-Zero Conformal Spin
We developed a general non-perturbative framework for the BFKL spectrum of planar N=4 SYM, based on the Quantum Spectral Curve (QSC). It allows one to study the spectrum in the whole generality, extending previously known methods to arbitrary values of conformal spin $n$. We show how to apply our approach to reproduc...
hep-th hep-ph math-ph math.MP nucl-th
we developed a general nonperturbative framework for the bfkl spectrum of planar n4 sym based on the quantum spectral curve qsc it allows one to study the spectrum in the whole generality extending previously known methods to arbitrary values of conformal spin n we show how to apply our approach to reproduce all known ...
[['we', 'developed', 'a', 'general', 'nonperturbative', 'framework', 'for', 'the', 'bfkl', 'spectrum', 'of', 'planar', 'n4', 'sym', 'based', 'on', 'the', 'quantum', 'spectral', 'curve', 'qsc', 'it', 'allows', 'one', 'to', 'study', 'the', 'spectrum', 'in', 'the', 'whole', 'generality', 'extending', 'previously', 'known'...
[-0.08503512651738922, 0.047002409194812404, -0.11767933299548035, 0.10249113002514192, -0.10500794267070225, -0.11199149671698581, -0.012205126319630917, 0.3331919863227416, -0.19377358791164376, -0.250380489035954, 0.03927763184434629, -0.2751669855458452, -0.12973530587743715, 0.16958310664896006, 0.0298934079420922...
1,802.06909
Canonical $\beta$-extensions
We compare the level zero part of the type of a representation of GL(n) over a non-archimedean local field with the tame part of its Langlands parameter restricted to inertia. By normalizing this comparison, we construct canonical $\beta$-extensions of maximal simple characters.
math.RT math.NT
we compare the level zero part of the type of a representation of gln over a nonarchimedean local field with the tame part of its langlands parameter restricted to inertia by normalizing this comparison we construct canonical betaextensions of maximal simple characters
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[-0.17772175407125837, 0.043434414642217145, -0.1310335258798053, 0.05680641619255766, -0.13772815168790875, -0.06881301248046968, 0.01971397778418447, 0.25582855611684774, -0.33145910643395926, -0.19158655192170823, 0.05594294224422248, -0.18094994972593018, -0.11896165722005424, 0.18446271143676268, -0.10361851146444...
1,802.0691
Single or Multiple Frames Content Delivery for Next-Generation Networks?
This paper addresses the four enabling technologies, namely multi-user sparse code multiple access (SCMA), content caching, energy harvesting, and physical layer security for proposing an energy and spectral efficient resource allocation algorithm for the access and backhaul links in heterogeneous cellular networks. ...
cs.IT cs.NI math.IT
this paper addresses the four enabling technologies namely multiuser sparse code multiple access scma content caching energy harvesting and physical layer security for proposing an energy and spectral efficient resource allocation algorithm for the access and backhaul links in heterogeneous cellular networks although e...
[['this', 'paper', 'addresses', 'the', 'four', 'enabling', 'technologies', 'namely', 'multiuser', 'sparse', 'code', 'multiple', 'access', 'scma', 'content', 'caching', 'energy', 'harvesting', 'and', 'physical', 'layer', 'security', 'for', 'proposing', 'an', 'energy', 'and', 'spectral', 'efficient', 'resource', 'allocat...
[-0.20988934820343275, 0.004130036482479227, -0.016605010430339462, 0.04643532359887104, -0.10059155645103601, -0.24761899337318027, 0.11750151918522533, 0.4148433599316377, -0.3195234986487776, -0.3043668321413051, 0.10462534794669409, -0.23575345343306253, -0.13680853486403066, 0.1141893645253731, -0.1356549438969523...
1,802.06911
Strong enhancement of the spin Hall effect by spin fluctuations near the Curie point of FexPt1-x alloys
Robust spin Hall effects (SHE) have recently been observed in non-magnetic heavy metal systems with strong spin-orbit interactions. These SHE are either attributed to an intrinsic band-structure effect or to extrinsic spin-dependent scattering from impurities, namely side-jump or skew scattering. Here we report on an...
cond-mat.mtrl-sci
robust spin hall effects she have recently been observed in nonmagnetic heavy metal systems with strong spinorbit interactions these she are either attributed to an intrinsic bandstructure effect or to extrinsic spindependent scattering from impurities namely sidejump or skew scattering here we report on an extraordina...
[['robust', 'spin', 'hall', 'effects', 'she', 'have', 'recently', 'been', 'observed', 'in', 'nonmagnetic', 'heavy', 'metal', 'systems', 'with', 'strong', 'spinorbit', 'interactions', 'these', 'she', 'are', 'either', 'attributed', 'to', 'an', 'intrinsic', 'bandstructure', 'effect', 'or', 'to', 'extrinsic', 'spindependen...
[-0.1810822934170978, 0.2292072404287202, -0.026646104995175668, 0.040551075281397106, -0.06285393789962486, -0.167749474796662, 0.05012350946802784, 0.4100504925612498, -0.2904744316122414, -0.28424970167516556, -0.02322736962477067, -0.3398655465528093, -0.14198838057065452, 0.20877769097605328, 0.04557901857126889, ...
1,802.06912
Constraining Dark Matter Models with a Light Mediator from PandaX-II Experiment
We search for nuclear recoil signals of dark matter models with a light mediator in PandaX-II, a direct detection experiment in China Jinping underground Laboratory. Using data collected in 2016 and 2017 runs, corresponding to a total exposure of 54 ton day, we set upper limits on the zero-momentum dark matter-nucleo...
hep-ph hep-ex
we search for nuclear recoil signals of dark matter models with a light mediator in pandaxii a direct detection experiment in china jinping underground laboratory using data collected in 2016 and 2017 runs corresponding to a total exposure of 54 ton day we set upper limits on the zeromomentum dark matternucleon cross s...
[['we', 'search', 'for', 'nuclear', 'recoil', 'signals', 'of', 'dark', 'matter', 'models', 'with', 'a', 'light', 'mediator', 'in', 'pandaxii', 'a', 'direct', 'detection', 'experiment', 'in', 'china', 'jinping', 'underground', 'laboratory', 'using', 'data', 'collected', 'in', '2016', 'and', '2017', 'runs', 'correspondin...
[-0.04934185383261361, 0.19457426567443467, -0.09145321701081437, 0.13926954435597158, -0.09056509063546464, -0.09470031088169076, 0.06557936388018884, 0.31470247079095426, -0.1687828739002151, -0.4485043344994713, 0.035966192197520286, -0.35574889163437645, 0.054398624142713584, 0.22321293891097108, 0.0758948180979738...
1,802.06913
ElasticPath2Path: Automated morphological classification of neurons by elastic path matching
In the study of neurons, morphology influences function. The complexity in the structure of neurons poses a challenge in the identification and analysis of similar and dissimilar neuronal cells. Existing methodologies carry out structural and geometrical simplifications, which substantially change the morphological s...
eess.IV q-bio.NC
in the study of neurons morphology influences function the complexity in the structure of neurons poses a challenge in the identification and analysis of similar and dissimilar neuronal cells existing methodologies carry out structural and geometrical simplifications which substantially change the morphological statist...
[['in', 'the', 'study', 'of', 'neurons', 'morphology', 'influences', 'function', 'the', 'complexity', 'in', 'the', 'structure', 'of', 'neurons', 'poses', 'a', 'challenge', 'in', 'the', 'identification', 'and', 'analysis', 'of', 'similar', 'and', 'dissimilar', 'neuronal', 'cells', 'existing', 'methodologies', 'carry', '...
[-0.11559879359346167, 0.05497197768444392, -0.08902084547379571, 0.03783825649669678, -0.08574202733224309, -0.10242493969336566, 0.0783034029817726, 0.3988014138562398, -0.30742503693747697, -0.3074851989953863, 0.020183285388662223, -0.27442894516732647, -0.23443395372628906, 0.15523269797752923, -0.0788959850906394...
1,802.06914
A Binary Offset Effect in CCD Readout and Its Impact on Astronomical Data
We have discovered an anomalous behavior of CCD readout electronics that affects their use in many astronomical applications. An offset in the digitization of the CCD output voltage that depends on the binary encoding of one pixel is added to pixels that are read out one, two and/or three pixels later. One result of ...
astro-ph.IM physics.ins-det
we have discovered an anomalous behavior of ccd readout electronics that affects their use in many astronomical applications an offset in the digitization of the ccd output voltage that depends on the binary encoding of one pixel is added to pixels that are read out one two andor three pixels later one result of this e...
[['we', 'have', 'discovered', 'an', 'anomalous', 'behavior', 'of', 'ccd', 'readout', 'electronics', 'that', 'affects', 'their', 'use', 'in', 'many', 'astronomical', 'applications', 'an', 'offset', 'in', 'the', 'digitization', 'of', 'the', 'ccd', 'output', 'voltage', 'that', 'depends', 'on', 'the', 'binary', 'encoding',...
[-0.07494552076629757, 0.09834135305127965, -0.08634330111655217, 0.03914295009719389, -0.11764617345422435, -0.14828011596087112, 0.01895360719498464, 0.4176512119694821, -0.19596173384032456, -0.373333190956596, 0.14607166905505403, -0.33421968877794744, -0.10018832403239658, 0.26478211871502033, -0.09897461104731176...
1,802.06915
Extinction Maps and Dust-to-Gas Ratios in Nearby Galaxies with LEGUS
We present a study of the dust-to-gas ratios in five nearby galaxies NGC 628 (M74), NGC 6503, NGC 7793, UGC 5139 (Holmberg I), and UGC 4305 (Holmberg II). Using Hubble Space Telescope broad band WFC3/UVIS UV and optical images from the Treasury program LEGUS (Legacy ExtraGalactic UV Survey) combined with archival HST...
astro-ph.GA
we present a study of the dusttogas ratios in five nearby galaxies ngc 628 m74 ngc 6503 ngc 7793 ugc 5139 holmberg i and ugc 4305 holmberg ii using hubble space telescope broad band wfc3uvis uv and optical images from the treasury program legus legacy extragalactic uv survey combined with archival hstacs data we correc...
[['we', 'present', 'a', 'study', 'of', 'the', 'dusttogas', 'ratios', 'in', 'five', 'nearby', 'galaxies', 'ngc', '628', 'm74', 'ngc', '6503', 'ngc', '7793', 'ugc', '5139', 'holmberg', 'i', 'and', 'ugc', '4305', 'holmberg', 'ii', 'using', 'hubble', 'space', 'telescope', 'broad', 'band', 'wfc3uvis', 'uv', 'and', 'optical'...
[0.004443295667489567, -0.026380440875197874, -0.07568786377407002, 0.12624756057343, -0.07644777433435102, -0.07426264256192971, 0.059943415899061527, 0.5214250726793201, -0.11565774190339535, -0.36829937831398757, 0.007576582013517458, -0.3014177772608214, -0.031614072569905755, 0.1895821155308718, -0.066567990888917...
1,802.06916
Simplicial Closure and higher-order link prediction
Networks provide a powerful formalism for modeling complex systems by using a model of pairwise interactions. But much of the structure within these systems involves interactions that take place among more than two nodes at once; for example, communication within a group rather than person-to person, collaboration am...
cs.SI cond-mat.stat-mech math.AT physics.soc-ph stat.ML
networks provide a powerful formalism for modeling complex systems by using a model of pairwise interactions but much of the structure within these systems involves interactions that take place among more than two nodes at once for example communication within a group rather than personto person collaboration among a t...
[['networks', 'provide', 'a', 'powerful', 'formalism', 'for', 'modeling', 'complex', 'systems', 'by', 'using', 'a', 'model', 'of', 'pairwise', 'interactions', 'but', 'much', 'of', 'the', 'structure', 'within', 'these', 'systems', 'involves', 'interactions', 'that', 'take', 'place', 'among', 'more', 'than', 'two', 'node...
[-0.14226493531249515, 0.08136112306534347, -0.06621805488560152, 0.13967063883615924, -0.0765641039869041, -0.14238053211873328, 0.049387300744894204, 0.3987300070347609, -0.2435940601474916, -0.36304083269054965, 0.0332076255376537, -0.3098294571337411, -0.20057821908698384, 0.17725051610937548, 0.0374190821042888, -...
1,802.06917
Relative Weak Injectivity for Operator Systems
We investigate the notion of relative weak injectivity and its nuclearity related properties in the category of operator systems. We obtain several characterizations of the weak expectation property. We show that (c,max)-nuclearity characterizes Kirchberg and Wasserman's C*-systems. Namioka and Phelps' test systems, ...
math.OA
we investigate the notion of relative weak injectivity and its nuclearity related properties in the category of operator systems we obtain several characterizations of the weak expectation property we show that cmaxnuclearity characterizes kirchberg and wassermans csystems namioka and phelps test systems which detects ...
[['we', 'investigate', 'the', 'notion', 'of', 'relative', 'weak', 'injectivity', 'and', 'its', 'nuclearity', 'related', 'properties', 'in', 'the', 'category', 'of', 'operator', 'systems', 'we', 'obtain', 'several', 'characterizations', 'of', 'the', 'weak', 'expectation', 'property', 'we', 'show', 'that', 'cmaxnuclearit...
[-0.14848635744669342, 0.06502659765205213, -0.07798146308798876, 0.16442014123479437, -0.03637361321598291, -0.12206320543773472, -0.04678177820917751, 0.41143512757761136, -0.3449152863867182, -0.16618260563617307, 0.133111234077452, -0.2679844668135047, -0.14181469146694456, 0.19785733720636928, -0.1633533380260425,...
1,802.06918
Perturbative unitarity and higher-order Lorentz symmetry breaking
We study perturbative unitarity in the scalar sector of the Myers-Pospelov model. The model introduces a preferred four-vector $n$ which breaks Lorentz symmetry and couples to a five-dimension operator. When the preferred four-vector is chosen in the pure timelike or lightlike direction, the model becomes a higher ti...
hep-th hep-ph
we study perturbative unitarity in the scalar sector of the myerspospelov model the model introduces a preferred fourvector n which breaks lorentz symmetry and couples to a fivedimension operator when the preferred fourvector is chosen in the pure timelike or lightlike direction the model becomes a higher time derivati...
[['we', 'study', 'perturbative', 'unitarity', 'in', 'the', 'scalar', 'sector', 'of', 'the', 'myerspospelov', 'model', 'the', 'model', 'introduces', 'a', 'preferred', 'fourvector', 'n', 'which', 'breaks', 'lorentz', 'symmetry', 'and', 'couples', 'to', 'a', 'fivedimension', 'operator', 'when', 'the', 'preferred', 'fourve...
[-0.19155484899130992, 0.18494253526564294, -0.10034871278269412, 0.09872365487972275, -0.10363489604113918, -0.15324230276195233, 0.023836592085487943, 0.3065750952172828, -0.23375578279557982, -0.21385294376431327, 0.05496722656699651, -0.31046450330728764, -0.10569883426896444, 0.11046477810626751, 0.007652340585819...
1,802.06919
A generalization of Birch's theorem and vertex-balanced steady states for generalized mass-action systems
Mass-action kinetics and its generalizations appear in mathematical models of (bio-)chemical reaction networks, population dynamics, and epidemiology. The dynamical systems arising from directed graphs are generally non-linear and difficult to analyze. One approach to studying them is to find conditions on the networ...
math.DS
massaction kinetics and its generalizations appear in mathematical models of biochemical reaction networks population dynamics and epidemiology the dynamical systems arising from directed graphs are generally nonlinear and difficult to analyze one approach to studying them is to find conditions on the network which eit...
[['massaction', 'kinetics', 'and', 'its', 'generalizations', 'appear', 'in', 'mathematical', 'models', 'of', 'biochemical', 'reaction', 'networks', 'population', 'dynamics', 'and', 'epidemiology', 'the', 'dynamical', 'systems', 'arising', 'from', 'directed', 'graphs', 'are', 'generally', 'nonlinear', 'and', 'difficult'...
[-0.12183725503028224, 0.0851239966118316, -0.1089603518594231, 0.09207676730492446, -0.04729462449444997, -0.17072166573397177, 0.01869005398552154, 0.28952243245868503, -0.31431141819829417, -0.25371921073191944, 0.12335575794369154, -0.2381644594807815, -0.15557838363211454, 0.17328844904458443, -0.06033114871733185...
1,802.0692
Layer-wise synapse optimization for implementing neural networks on general neuromorphic architectures
Deep artificial neural networks (ANNs) can represent a wide range of complex functions. Implementing ANNs in Von Neumann computing systems, though, incurs a high energy cost due to the bottleneck created between CPU and memory. Implementation on neuromorphic systems may help to reduce energy demand. Conventional ANNs...
cs.NE
deep artificial neural networks anns can represent a wide range of complex functions implementing anns in von neumann computing systems though incurs a high energy cost due to the bottleneck created between cpu and memory implementation on neuromorphic systems may help to reduce energy demand conventional anns must be ...
[['deep', 'artificial', 'neural', 'networks', 'anns', 'can', 'represent', 'a', 'wide', 'range', 'of', 'complex', 'functions', 'implementing', 'anns', 'in', 'von', 'neumann', 'computing', 'systems', 'though', 'incurs', 'a', 'high', 'energy', 'cost', 'due', 'to', 'the', 'bottleneck', 'created', 'between', 'cpu', 'and', '...
[-0.08016892930651764, 0.004417534342543904, -0.024252862010787173, 0.0369635050564528, -0.07891492636238293, -0.20817934901612561, 0.05349432561807789, 0.4696474334883799, -0.30219494037602734, -0.33120610918168253, 0.06357753240764595, -0.23740213648302527, -0.22390082356201985, 0.21728590501233844, -0.09485545636540...
1,802.06921
Frequency-dependent impedance and surface waves on the boundary of a stratified dielectric medium
We analyse waves that propagate along the interface between a dielectric half-space and a half-space filled with a Lorentz material. We show that the corresponding interface condition leads to a generalisation of the classical Leontovich condition on the boundary of a dielectric half-space. We study when this conditi...
math-ph math.MP math.SP
we analyse waves that propagate along the interface between a dielectric halfspace and a halfspace filled with a lorentz material we show that the corresponding interface condition leads to a generalisation of the classical leontovich condition on the boundary of a dielectric halfspace we study when this condition supp...
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[-0.20676198107905167, 0.17282097326553708, -0.06570818968290507, 0.020802585791179173, -0.15110458589029, -0.10028997791367908, 0.03555910865001943, 0.3723518366297317, -0.2846691164507552, -0.19886595602038987, 0.08138913092295487, -0.26717864527085494, -0.16751616486066648, 0.18643452553349266, 0.031878731657512656,...
1,802.06922
QMCPACK : An open source ab initio Quantum Monte Carlo package for the electronic structure of atoms, molecules, and solids
QMCPACK is an open source quantum Monte Carlo package for ab-initio electronic structure calculations. It supports calculations of metallic and insulating solids, molecules, atoms, and some model Hamiltonians. Implemented real space quantum Monte Carlo algorithms include variational, diffusion, and reptation Monte Ca...
physics.comp-ph physics.chem-ph
qmcpack is an open source quantum monte carlo package for abinitio electronic structure calculations it supports calculations of metallic and insulating solids molecules atoms and some model hamiltonians implemented real space quantum monte carlo algorithms include variational diffusion and reptation monte carlo qmcpac...
[['qmcpack', 'is', 'an', 'open', 'source', 'quantum', 'monte', 'carlo', 'package', 'for', 'abinitio', 'electronic', 'structure', 'calculations', 'it', 'supports', 'calculations', 'of', 'metallic', 'and', 'insulating', 'solids', 'molecules', 'atoms', 'and', 'some', 'model', 'hamiltonians', 'implemented', 'real', 'space'...
[-0.10352615101932527, 0.07877005149032938, -0.04047364851351093, 0.09991181560326368, -0.05644291331889584, -0.18026513031541105, 0.01694842440715182, 0.466175830059678, -0.2591308344968758, -0.34882583859356214, 0.05998557828193408, -0.28691550874470795, -0.09591352993989513, 0.2712047344709264, 0.07253058467197987, ...
1,802.06923
The sporadic group Co3, Hauptmodul and Belyi map
We calculate the hauptmodul and Belyi map of a genus zero subgroup of the modular group defined via a canonical homomorphism by the Conway group group Co3. Our main result is the Belyi map and its field of definition.
math.NT
we calculate the hauptmodul and belyi map of a genus zero subgroup of the modular group defined via a canonical homomorphism by the conway group group co3 our main result is the belyi map and its field of definition
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[-0.21063021522683975, 0.06625296830987701, -0.16392603344642198, 0.057665336653232, -0.08752797276545794, -0.11021501127964793, 0.06086508442576115, 0.3017706819451772, -0.39739611534736097, -0.2540473721157282, 0.06387664111426626, -0.24276347656567127, -0.17269786646685156, 0.18033847728600869, -0.13520793287226787,...
1,802.06924
Teaching Categories to Human Learners with Visual Explanations
We study the problem of computer-assisted teaching with explanations. Conventional approaches for machine teaching typically only provide feedback at the instance level e.g., the category or label of the instance. However, it is intuitive that clear explanations from a knowledgeable teacher can significantly improve ...
cs.CV cs.LG stat.ML
we study the problem of computerassisted teaching with explanations conventional approaches for machine teaching typically only provide feedback at the instance level eg the category or label of the instance however it is intuitive that clear explanations from a knowledgeable teacher can significantly improve a student...
[['we', 'study', 'the', 'problem', 'of', 'computerassisted', 'teaching', 'with', 'explanations', 'conventional', 'approaches', 'for', 'machine', 'teaching', 'typically', 'only', 'provide', 'feedback', 'at', 'the', 'instance', 'level', 'eg', 'the', 'category', 'or', 'label', 'of', 'the', 'instance', 'however', 'it', 'is...
[0.030173169508943276, 0.016570202687007346, -0.09156045976983891, 0.1406648162025676, -0.1891811677875618, -0.2145598585731491, 0.07197200560194413, 0.438007989857755, -0.23827407965732025, -0.3715405814194431, 0.03967337756661105, -0.2645507352991086, -0.20458135529505936, 0.22015823101780066, -0.15447508423081177, 0...
1,802.06925
Inexact Non-Convex Newton-Type Methods
For solving large-scale non-convex problems, we propose inexact variants of trust region and adaptive cubic regularization methods, which, to increase efficiency, incorporate various approximations. In particular, in addition to approximate sub-problem solves, both the Hessian and the gradient are suitably approximat...
math.OC
for solving largescale nonconvex problems we propose inexact variants of trust region and adaptive cubic regularization methods which to increase efficiency incorporate various approximations in particular in addition to approximate subproblem solves both the hessian and the gradient are suitably approximated using rat...
[['for', 'solving', 'largescale', 'nonconvex', 'problems', 'we', 'propose', 'inexact', 'variants', 'of', 'trust', 'region', 'and', 'adaptive', 'cubic', 'regularization', 'methods', 'which', 'to', 'increase', 'efficiency', 'incorporate', 'various', 'approximations', 'in', 'particular', 'in', 'addition', 'to', 'approxima...
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1,802.06926
Scale Optimization for Full-Image-CNN Vehicle Detection
Many state-of-the-art general object detection methods make use of shared full-image convolutional features (as in Faster R-CNN). This achieves a reasonable test-phase computation time while enjoys the discriminative power provided by large Convolutional Neural Network (CNN) models. Such designs excel on benchmarks w...
cs.CV cs.AI
many stateoftheart general object detection methods make use of shared fullimage convolutional features as in faster rcnn this achieves a reasonable testphase computation time while enjoys the discriminative power provided by large convolutional neural network cnn models such designs excel on benchmarks which contain n...
[['many', 'stateoftheart', 'general', 'object', 'detection', 'methods', 'make', 'use', 'of', 'shared', 'fullimage', 'convolutional', 'features', 'as', 'in', 'faster', 'rcnn', 'this', 'achieves', 'a', 'reasonable', 'testphase', 'computation', 'time', 'while', 'enjoys', 'the', 'discriminative', 'power', 'provided', 'by',...
[-0.03171850961682919, -0.006830093250606965, -0.06683510856237262, 0.04267124241819054, -0.08752444996831141, -0.19238002624063352, 0.017993130682544708, 0.45932383010429995, -0.2074009923321404, -0.358290273268536, 0.06721960561532926, -0.2571537049786587, -0.14735660815554463, 0.2157023535531765, -0.1223522399120379...
1,802.06927
On Lyapunov exponents and adversarial perturbation
In this paper, we would like to disseminate a serendipitous discovery involving Lyapunov exponents of a 1-D time series and their use in serving as a filtering defense tool against a specific kind of deep adversarial perturbation. To this end, we use the state-of-the-art CleverHans library to generate adversarial per...
cs.CV cs.LG cs.NE
in this paper we would like to disseminate a serendipitous discovery involving lyapunov exponents of a 1d time series and their use in serving as a filtering defense tool against a specific kind of deep adversarial perturbation to this end we use the stateoftheart cleverhans library to generate adversarial perturbation...
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[-0.05573653919607636, -0.004341709544867512, -0.06910508563082049, 0.11586343437455243, -0.09813674197231573, -0.20991317013197938, 0.027793044276630843, 0.42460706916007057, -0.2848965188077702, -0.28954872471375726, 0.1103832291650694, -0.28751096582978847, -0.23477722840258983, 0.18808284793672422, -0.1229654244425...
1,802.06928
Memcomputing: Leveraging memory and physics to compute efficiently
It is well known that physical phenomena may be of great help in computing some difficult problems efficiently. A typical example is prime factorization that may be solved in polynomial time by exploiting quantum entanglement on a quantum computer. There are, however, other types of (non-quantum) physical properties ...
cs.ET cs.CC cs.NE math.DS
it is well known that physical phenomena may be of great help in computing some difficult problems efficiently a typical example is prime factorization that may be solved in polynomial time by exploiting quantum entanglement on a quantum computer there are however other types of nonquantum physical properties that one ...
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1,802.06929
Thyristor Voltage Equalizing Network for Crowbar Application
Many high voltage applications are realized with series connected thyristors. Voltage imbalance among series connected thyristors during steady state as well as in transients is one of the major concerns. This voltage imbalance is mitigated by using static and dynamic balancing network. Dynamic balancing networks are...
eess.SP
many high voltage applications are realized with series connected thyristors voltage imbalance among series connected thyristors during steady state as well as in transients is one of the major concerns this voltage imbalance is mitigated by using static and dynamic balancing network dynamic balancing networks are typi...
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[-0.16048294160418664, 0.06021192441130552, -0.013850329784418136, 0.014477102871751413, -0.0600898951797717, -0.16949399928489584, 0.07767371420368363, 0.41314773610793054, -0.25469518017416704, -0.31826704346531187, 0.1206935975583292, -0.19960697359920232, -0.1744898792408094, 0.23231745718567254, -0.105396442218989...
1,802.0693
Small Signal Audiosusceptibility Model for Series Resonant Converter
Models that accurately predict the output voltage ripple magnitude are essential for applications with stringent performance target for it. Impact of dc input ripple on the output ripple for a Series Resonant Converter (SRC) using discrete domain exact discretization modelling method is analysed in this paper. A nove...
eess.SP
models that accurately predict the output voltage ripple magnitude are essential for applications with stringent performance target for it impact of dc input ripple on the output ripple for a series resonant converter src using discrete domain exact discretization modelling method is analysed in this paper a novel disc...
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[-0.08651112894703811, 0.07313304229810948, -0.06325940454533682, 0.05639096582518169, -0.055612352034832176, -0.1312182103629803, 0.023894280528225977, 0.38352627600836864, -0.24005824262024583, -0.32034882636287726, 0.07873580014901571, -0.24598210062915543, -0.12440973977025531, 0.23092801472893706, 0.00257142764809...
1,802.06931
Empirical Bayes Matrix Factorization
Matrix factorization methods - including Factor analysis (FA), and Principal Components Analysis (PCA) - are widely used for inferring and summarizing structure in multivariate data. Many matrix factorization methods exist, corresponding to different assumptions on the elements of the underlying matrix factors. For e...
stat.ME
matrix factorization methods including factor analysis fa and principal components analysis pca are widely used for inferring and summarizing structure in multivariate data many matrix factorization methods exist corresponding to different assumptions on the elements of the underlying matrix factors for example many re...
[['matrix', 'factorization', 'methods', 'including', 'factor', 'analysis', 'fa', 'and', 'principal', 'components', 'analysis', 'pca', 'are', 'widely', 'used', 'for', 'inferring', 'and', 'summarizing', 'structure', 'in', 'multivariate', 'data', 'many', 'matrix', 'factorization', 'methods', 'exist', 'corresponding', 'to'...
[-0.0020312202103472984, -0.018566386829126, -0.11109259356222351, 0.10024048927213962, -0.12157627607795854, -0.15146541793256232, 0.042177091940022164, 0.4301376134009214, -0.27212398955228556, -0.29350085406363985, 0.10708972742339318, -0.2703305358767823, -0.21726847743282582, 0.18821798320467992, -0.05963840582799...
1,802.06932
Almost uniform and strong convergences in ergodic theorems for symmetric spaces
Let $(\Omega,\mu)$ be a $\sigma$-finite measure space, and let $X\subset L^1(\Omega)+L^\infty(\Omega)$ be a fully symmetric space of measurable functions on $(\Omega,\mu)$. If $\mu(\Omega)=\infty$, necessary and sufficient conditions are given for almost uniform convergence in $X$ (in Egorov's sense) of Ces\`aro aver...
math.FA
let omegamu be a sigmafinite measure space and let xsubset l1omegalinftyomega be a fully symmetric space of measurable functions on omegamu if muomegainfty necessary and sufficient conditions are given for almost uniform convergence in x in egorovs sense of cesaro averages m_ntffrac1nsum_k 0n1tkf for all dunfordschwart...
[['let', 'omegamu', 'be', 'a', 'sigmafinite', 'measure', 'space', 'and', 'let', 'xsubset', 'l1omegalinftyomega', 'be', 'a', 'fully', 'symmetric', 'space', 'of', 'measurable', 'functions', 'on', 'omegamu', 'if', 'muomegainfty', 'necessary', 'and', 'sufficient', 'conditions', 'are', 'given', 'for', 'almost', 'uniform', '...
[-0.14700042218740644, 0.1650321178710966, -0.07986471676515233, 0.032439552849672475, 0.002289198301518443, -0.16376895608444667, -0.01110270962750689, 0.43015700591535405, -0.30406136710153914, -0.05241134842247542, 0.1485963639744354, -0.2946667412788361, -0.05106927856171354, 0.17899618982390939, -0.136090542825377...
1,802.06933
AMC and HARQ: How to Increase the Throughput
In this work, we consider transmissions over block fading channels and assume that adaptive modulation and coding (AMC) and hybrid automatic repeat request (HARQ) are implemented. Knowing that in high signal-to-noise ratio, the conventional combination of HARQ with AMC is counterproductive from the throughput point o...
cs.IT math.IT
in this work we consider transmissions over block fading channels and assume that adaptive modulation and coding amc and hybrid automatic repeat request harq are implemented knowing that in high signaltonoise ratio the conventional combination of harq with amc is counterproductive from the throughput point of view we a...
[['in', 'this', 'work', 'we', 'consider', 'transmissions', 'over', 'block', 'fading', 'channels', 'and', 'assume', 'that', 'adaptive', 'modulation', 'and', 'coding', 'amc', 'and', 'hybrid', 'automatic', 'repeat', 'request', 'harq', 'are', 'implemented', 'knowing', 'that', 'in', 'high', 'signaltonoise', 'ratio', 'the', ...
[-0.225916341586489, 0.0009287727383396975, -0.07452893810255862, 0.007302239896186317, -0.030001072423169163, -0.2743113600436931, 0.15085836524253604, 0.4582288333070957, -0.2660540136644935, -0.24515518453729346, 0.08004421333316714, -0.22297271491786488, -0.19460624891401426, 0.13184384990491094, -0.178125400308186...
1,802.06934
Farthest Point Map on a Centrally Symmetric Convex Polyhedron
The farthest point map sends a point in a compact metric space to the set of points farthest from it. We focus on the case when this metric space is a convex centrally symmetric polyhedron, so that we can compose the farthest point map with the antipodal map. The purpose of this work is to study the properties of thi...
math.MG math.DS
the farthest point map sends a point in a compact metric space to the set of points farthest from it we focus on the case when this metric space is a convex centrally symmetric polyhedron so that we can compose the farthest point map with the antipodal map the purpose of this work is to study the properties of this com...
[['the', 'farthest', 'point', 'map', 'sends', 'a', 'point', 'in', 'a', 'compact', 'metric', 'space', 'to', 'the', 'set', 'of', 'points', 'farthest', 'from', 'it', 'we', 'focus', 'on', 'the', 'case', 'when', 'this', 'metric', 'space', 'is', 'a', 'convex', 'centrally', 'symmetric', 'polyhedron', 'so', 'that', 'we', 'can'...
[-0.14576607348031498, 0.04926669264386874, -0.09555740519135725, 0.024473032107510204, -0.06364071909878735, -0.07906939369526558, 0.11041924515614353, 0.3602817724126258, -0.3255392750662785, -0.16815534670604393, 0.1183904106240204, -0.3485459814879245, -0.17389866398713952, 0.1591216589918726, -0.10938506901480391,...
1,802.06935
Non-Local Graph-Based Prediction For Reversible Data Hiding In Images
Reversible data hiding (RDH) is desirable in applications where both the hidden message and the cover medium need to be recovered without loss. Among many RDH approaches is prediction-error expansion (PEE), containing two steps: i) prediction of a target pixel value, and ii) embedding according to the value of predic...
eess.IV cs.CV
reversible data hiding rdh is desirable in applications where both the hidden message and the cover medium need to be recovered without loss among many rdh approaches is predictionerror expansion pee containing two steps i prediction of a target pixel value and ii embedding according to the value of predictionerror in ...
[['reversible', 'data', 'hiding', 'rdh', 'is', 'desirable', 'in', 'applications', 'where', 'both', 'the', 'hidden', 'message', 'and', 'the', 'cover', 'medium', 'need', 'to', 'be', 'recovered', 'without', 'loss', 'among', 'many', 'rdh', 'approaches', 'is', 'predictionerror', 'expansion', 'pee', 'containing', 'two', 'ste...
[-0.08111538420307446, -0.026583842070027154, -0.06614775432438906, 0.04316295468101618, -0.12053173120945619, -0.1700177411732305, 0.053355027288955456, 0.43488473496101615, -0.30832723796876893, -0.3121332853637966, 0.12865126969549676, -0.2722522477192685, -0.144384039994593, 0.12960930608713017, -0.1103864098116847...
1,802.06936
Online Learning with an Unknown Fairness Metric
We consider the problem of online learning in the linear contextual bandits setting, but in which there are also strong individual fairness constraints governed by an unknown similarity metric. These constraints demand that we select similar actions or individuals with approximately equal probability (arXiv:1104.3913...
cs.LG
we consider the problem of online learning in the linear contextual bandits setting but in which there are also strong individual fairness constraints governed by an unknown similarity metric these constraints demand that we select similar actions or individuals with approximately equal probability arxiv11043913 which ...
[['we', 'consider', 'the', 'problem', 'of', 'online', 'learning', 'in', 'the', 'linear', 'contextual', 'bandits', 'setting', 'but', 'in', 'which', 'there', 'are', 'also', 'strong', 'individual', 'fairness', 'constraints', 'governed', 'by', 'an', 'unknown', 'similarity', 'metric', 'these', 'constraints', 'demand', 'that...
[-0.10899010697884175, 0.05635844579936626, -0.08805352508711319, 0.11906404625081146, -0.16518994408038756, -0.23980395738966764, 0.1291645925398916, 0.4400363123168548, -0.2707245130712787, -0.3194144252811869, 0.05015914523353179, -0.29216351377467314, -0.15715456129206964, 0.12627996711526066, -0.20127515405416488,...
1,802.06937
On the structure of the singular set for the kinetic Fokker-Planck equations in domains with boundaries
In this paper we compute asymptotics of solutions of the kinetic Fokker-Planck equation with inelastic boundary conditions which indicate that the solutions are nonunique if $r < r_c$. The nonuniqueness is due to the fact that different solutions can interact in a different manner with a Dirac mass which appears at t...
math.AP
in this paper we compute asymptotics of solutions of the kinetic fokkerplanck equation with inelastic boundary conditions which indicate that the solutions are nonunique if r r_c the nonuniqueness is due to the fact that different solutions can interact in a different manner with a dirac mass which appears at the singu...
[['in', 'this', 'paper', 'we', 'compute', 'asymptotics', 'of', 'solutions', 'of', 'the', 'kinetic', 'fokkerplanck', 'equation', 'with', 'inelastic', 'boundary', 'conditions', 'which', 'indicate', 'that', 'the', 'solutions', 'are', 'nonunique', 'if', 'r', 'r_c', 'the', 'nonuniqueness', 'is', 'due', 'to', 'the', 'fact', ...
[-0.13266124281553773, 0.07926823068068388, -0.12393121484991744, 0.08733747884793498, -0.09306237625744228, -0.11578910573547997, -0.045942888284366955, 0.2726783439380313, -0.30816752083360327, -0.2516814823851946, 0.0840887100491331, -0.3060460814291936, -0.1451178181493535, 0.14705667456765786, -0.04028530943489403...
1,802.06938
Localized Magnetic States in 2D Semiconductors
We study the formation of magnetic states in localized impurities embedded into two-dimensional semiconductors. By considering various energy configurations, we illustrate the interplay of the gap and the bands in the system magnetization. Finally, we consider finite-temperature effects to show how increasing $T$ can...
cond-mat.mes-hall
we study the formation of magnetic states in localized impurities embedded into twodimensional semiconductors by considering various energy configurations we illustrate the interplay of the gap and the bands in the system magnetization finally we consider finitetemperature effects to show how increasing t can lead to f...
[['we', 'study', 'the', 'formation', 'of', 'magnetic', 'states', 'in', 'localized', 'impurities', 'embedded', 'into', 'twodimensional', 'semiconductors', 'by', 'considering', 'various', 'energy', 'configurations', 'we', 'illustrate', 'the', 'interplay', 'of', 'the', 'gap', 'and', 'the', 'bands', 'in', 'the', 'system', ...
[-0.1834161334178027, 0.19078609156970153, -0.013149512771918786, 0.088169170507029, 0.035422203697118106, -0.05270499841985749, 0.07175846488269813, 0.3927616820323701, -0.28576311213420885, -0.3139553968520725, 0.03258068828076562, -0.29449931071961627, -0.14845233297377242, 0.1340646823667282, 0.02772913456383143, -...
1,802.06939
Estimator of Prediction Error Based on Approximate Message Passing for Penalized Linear Regression
We propose an estimator of prediction error using an approximate message passing (AMP) algorithm that can be applied to a broad range of sparse penalties. Following Stein's lemma, the estimator of the generalized degrees of freedom, which is a key quantity for the construction of the estimator of the prediction error...
stat.ML cs.LG
we propose an estimator of prediction error using an approximate message passing amp algorithm that can be applied to a broad range of sparse penalties following steins lemma the estimator of the generalized degrees of freedom which is a key quantity for the construction of the estimator of the prediction error is calc...
[['we', 'propose', 'an', 'estimator', 'of', 'prediction', 'error', 'using', 'an', 'approximate', 'message', 'passing', 'amp', 'algorithm', 'that', 'can', 'be', 'applied', 'to', 'a', 'broad', 'range', 'of', 'sparse', 'penalties', 'following', 'steins', 'lemma', 'the', 'estimator', 'of', 'the', 'generalized', 'degrees', ...
[-0.06800580904637644, 0.006358389890364934, -0.15214556753151603, 0.08026269622231749, -0.04729271922472187, -0.16844858073738295, 0.077298090637468, 0.3711581283986762, -0.2841958083430087, -0.2913461077063308, 0.14131656196573145, -0.25817305194788503, -0.16093455063929032, 0.15582297759980276, -0.13902337358079173,...
1,802.0694
Using Automatic Generation of Relaxation Constraints to Improve the Preimage Attack on 39-step MD4
In this paper we construct preimage attack on the truncated variant of the MD4 hash function. Specifically, we study the MD4-39 function defined by the first 39 steps of the MD4 algorithm. We suggest a new attack on MD4-39, which develops the ideas proposed by H. Dobbertin in 1998. Namely, the special relaxation cons...
cs.AI
in this paper we construct preimage attack on the truncated variant of the md4 hash function specifically we study the md439 function defined by the first 39 steps of the md4 algorithm we suggest a new attack on md439 which develops the ideas proposed by h dobbertin in 1998 namely the special relaxation constraints are...
[['in', 'this', 'paper', 'we', 'construct', 'preimage', 'attack', 'on', 'the', 'truncated', 'variant', 'of', 'the', 'md4', 'hash', 'function', 'specifically', 'we', 'study', 'the', 'md439', 'function', 'defined', 'by', 'the', 'first', '39', 'steps', 'of', 'the', 'md4', 'algorithm', 'we', 'suggest', 'a', 'new', 'attack'...
[-0.09459251003122769, 0.00022341573814092992, -0.09358392870396467, 0.05823327879924213, -0.10787303699180484, -0.13289576176085446, 0.06369846387969136, 0.3090275800669069, -0.32132148760959417, -0.31196926275348186, 0.11076925288203053, -0.22868792987228628, -0.16933942798373683, 0.21044466967917294, -0.055382211729...
1,802.06941
Distilling Knowledge Using Parallel Data for Far-field Speech Recognition
In order to improve the performance for far-field speech recognition, this paper proposes to distill knowledge from the close-talking model to the far-field model using parallel data. The close-talking model is called the teacher model. The far-field model is called the student model. The student model is trained to ...
cs.CL cs.SD eess.AS
in order to improve the performance for farfield speech recognition this paper proposes to distill knowledge from the closetalking model to the farfield model using parallel data the closetalking model is called the teacher model the farfield model is called the student model the student model is trained to imitate the...
[['in', 'order', 'to', 'improve', 'the', 'performance', 'for', 'farfield', 'speech', 'recognition', 'this', 'paper', 'proposes', 'to', 'distill', 'knowledge', 'from', 'the', 'closetalking', 'model', 'to', 'the', 'farfield', 'model', 'using', 'parallel', 'data', 'the', 'closetalking', 'model', 'is', 'called', 'the', 'te...
[0.029378832983740857, 0.03265967341923268, -0.07303060301379344, 0.06848414986128876, -0.11276536105661958, -0.18453169887380622, 0.07284403188811249, 0.40457386627932573, -0.29938851451832, -0.3663428914238194, -0.009708658997709297, -0.3178613144103612, -0.13224462035033746, 0.17567252081592577, -0.1283597978806802,...
1,802.06942
Comparison Based Learning from Weak Oracles
There is increasing interest in learning algorithms that involve interaction between human and machine. Comparison-based queries are among the most natural ways to get feedback from humans. A challenge in designing comparison-based interactive learning algorithms is coping with noisy answers. The most common fix is t...
cs.LG cs.DS stat.ML
there is increasing interest in learning algorithms that involve interaction between human and machine comparisonbased queries are among the most natural ways to get feedback from humans a challenge in designing comparisonbased interactive learning algorithms is coping with noisy answers the most common fix is to submi...
[['there', 'is', 'increasing', 'interest', 'in', 'learning', 'algorithms', 'that', 'involve', 'interaction', 'between', 'human', 'and', 'machine', 'comparisonbased', 'queries', 'are', 'among', 'the', 'most', 'natural', 'ways', 'to', 'get', 'feedback', 'from', 'humans', 'a', 'challenge', 'in', 'designing', 'comparisonba...
[-0.09146445755609096, 0.00688496685906403, -0.07865079270508218, 0.11297566759756622, -0.1238542593836348, -0.21686056327409886, 0.11550096063981823, 0.4149159616927098, -0.26276236537660796, -0.3375380260004783, 0.06105913435572673, -0.2831279555156391, -0.14601559472848977, 0.18528981677696857, -0.1296237947801167, ...
1,802.06943
Behavioral Characteristics and CO+CO2 Production Rates of Halley-Type Comets Observed by NEOWISE
From the entire dataset of comets observed by NEOWISE, we have analyzed 11 different Halley-Type Comets (HTCs) for dust production rates, CO+CO2 production rates, and nucleus sizes. Incorporating HTCs from previous studies and multiple comet visits we have a total of 21 stacked visits, 13 of which are active and 8 fo...
astro-ph.EP
from the entire dataset of comets observed by neowise we have analyzed 11 different halleytype comets htcs for dust production rates coco2 production rates and nucleus sizes incorporating htcs from previous studies and multiple comet visits we have a total of 21 stacked visits 13 of which are active and 8 for which we ...
[['from', 'the', 'entire', 'dataset', 'of', 'comets', 'observed', 'by', 'neowise', 'we', 'have', 'analyzed', '11', 'different', 'halleytype', 'comets', 'htcs', 'for', 'dust', 'production', 'rates', 'coco2', 'production', 'rates', 'and', 'nucleus', 'sizes', 'incorporating', 'htcs', 'from', 'previous', 'studies', 'and', ...
[-0.05440063161245968, 0.16120520964895765, -0.06401817225137606, 0.07004448704913468, 0.07102936138248732, -0.08070008056012974, 0.06922976209241297, 0.4178532554219747, -0.18525477852240474, -0.36565823448942075, 0.043263702273120985, -0.36265933731450667, 0.0011495046407705354, 0.15950684033093915, -0.02244015726365...
1,802.06944
DeepThin: A Self-Compressing Library for Deep Neural Networks
As the industry deploys increasingly large and complex neural networks to mobile devices, more pressure is put on the memory and compute resources of those devices. Deep compression, or compression of deep neural network weight matrices, is a technique to stretch resources for such scenarios. Existing compression met...
cs.LG stat.ML
as the industry deploys increasingly large and complex neural networks to mobile devices more pressure is put on the memory and compute resources of those devices deep compression or compression of deep neural network weight matrices is a technique to stretch resources for such scenarios existing compression methods ca...
[['as', 'the', 'industry', 'deploys', 'increasingly', 'large', 'and', 'complex', 'neural', 'networks', 'to', 'mobile', 'devices', 'more', 'pressure', 'is', 'put', 'on', 'the', 'memory', 'and', 'compute', 'resources', 'of', 'those', 'devices', 'deep', 'compression', 'or', 'compression', 'of', 'deep', 'neural', 'network'...
[-0.05828535872361889, 0.005693001338682185, -0.03283485173827983, 0.08098494223279179, -0.06339803524315357, -0.21291613655297884, 0.0745195157997798, 0.4503344432838882, -0.24541809683248017, -0.3413757683639045, 0.09274118282372087, -0.26087467223849325, -0.12385682384797653, 0.22941168422703556, -0.0605374569468762...
1,802.06945
Electron emission by long and short wavelength lasers: essentials for the design of plasmonic photocathodes
Theory of electron emission by metallic photocathodes under the exposure of long wavelength lasers will be studied. Energy of photons in long wavelength lasers is less than the work function of the photocathode material, and can only emit electrons via tunneling through the potential barrier. The optical resonance ef...
physics.app-ph physics.optics
theory of electron emission by metallic photocathodes under the exposure of long wavelength lasers will be studied energy of photons in long wavelength lasers is less than the work function of the photocathode material and can only emit electrons via tunneling through the potential barrier the optical resonance effect ...
[['theory', 'of', 'electron', 'emission', 'by', 'metallic', 'photocathodes', 'under', 'the', 'exposure', 'of', 'long', 'wavelength', 'lasers', 'will', 'be', 'studied', 'energy', 'of', 'photons', 'in', 'long', 'wavelength', 'lasers', 'is', 'less', 'than', 'the', 'work', 'function', 'of', 'the', 'photocathode', 'material...
[-0.10318297783208148, 0.1856700563762499, -0.046853465454016884, 0.03597573725444197, -0.042342161461597354, -0.1952518390877763, 0.009718685249071114, 0.508198003875228, -0.21818621596889343, -0.3042442701620663, 0.02976021688948272, -0.31019848301188974, -0.06406935676932335, 0.26732573591218123, -0.0439421378712101...
1,802.06946
Coupon Advertising in Online Social Systems: Algorithms and Sampling Techniques
Online social systems have become important platforms for viral marketing where the advertising of products is carried out with the communication of users. After adopting the product, the seed buyers may spread the information to their friends via online messages e.g. posts and tweets. In another issue, electronic co...
cs.SI
online social systems have become important platforms for viral marketing where the advertising of products is carried out with the communication of users after adopting the product the seed buyers may spread the information to their friends via online messages eg posts and tweets in another issue electronic coupon sys...
[['online', 'social', 'systems', 'have', 'become', 'important', 'platforms', 'for', 'viral', 'marketing', 'where', 'the', 'advertising', 'of', 'products', 'is', 'carried', 'out', 'with', 'the', 'communication', 'of', 'users', 'after', 'adopting', 'the', 'product', 'the', 'seed', 'buyers', 'may', 'spread', 'the', 'infor...
[-0.09848400111048959, 0.03729052506628583, -0.043591717814617764, 0.08466074474371697, -0.13077654929195598, -0.20565007118985237, 0.11673286066663156, 0.4362139203199526, -0.25227835930702164, -0.3000409393230589, 0.10990690769025738, -0.3291734849679193, -0.2063720193893149, 0.1677992236993571, -0.0952985108960647, ...
1,802.06947
Entropy Guided Spectrum Based Bug Localization Using Statistical Language Model
Locating bugs is challenging but one of the most important activities in software development and maintenance phase because there are no certain rules to identify all types of bugs. Existing automatic bug localization tools use various heuristics based on test coverage, pre-determined buggy patterns, or textual simil...
cs.SE
locating bugs is challenging but one of the most important activities in software development and maintenance phase because there are no certain rules to identify all types of bugs existing automatic bug localization tools use various heuristics based on test coverage predetermined buggy patterns or textual similarity ...
[['locating', 'bugs', 'is', 'challenging', 'but', 'one', 'of', 'the', 'most', 'important', 'activities', 'in', 'software', 'development', 'and', 'maintenance', 'phase', 'because', 'there', 'are', 'no', 'certain', 'rules', 'to', 'identify', 'all', 'types', 'of', 'bugs', 'existing', 'automatic', 'bug', 'localization', 't...
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1,802.06948
On the Totik-Widom property for a Quasidisk
Let $K$ be a quasidisk on the complex plane. We construct a sequence of monic polynomials $p_n=p_n(\cdot,K)$ with zeros on $K$ such that $||p_n||_K \le O(1) \mathrm{cap}(K)^n$ as $n\to\infty.$
math.CV
let k be a quasidisk on the complex plane we construct a sequence of monic polynomials p_np_ncdotk with zeros on k such that p_n_k le o1 mathrmcapkn as ntoinfty
[['let', 'k', 'be', 'a', 'quasidisk', 'on', 'the', 'complex', 'plane', 'we', 'construct', 'a', 'sequence', 'of', 'monic', 'polynomials', 'p_np_ncdotk', 'with', 'zeros', 'on', 'k', 'such', 'that', 'p_n_k', 'le', 'o1', 'mathrmcapkn', 'as', 'ntoinfty']]
[-0.24913793898842954, 0.13386568567646598, -0.05782758207405331, -0.033591274741209216, -0.05059172364848631, -0.12863790405983175, 0.035721552459074664, 0.3242098244803923, -0.2795098418438876, -0.19712756028295392, 0.07552434229809377, -0.3282493719900096, -0.13689232803881168, 0.17310770031892592, -0.02295869776841...
1,802.06949
Efficient Embedding of MPI Collectives in MXNET DAGs for scaling Deep Learning
Availability of high performance computing infrastructures such as clusters of GPUs and CPUs have fueled the growth of distributed learning systems. Deep Learning frameworks express neural nets as DAGs and execute these DAGs on computation resources such as GPUs. In this paper, we propose efficient designs of embeddi...
cs.DC cs.LG
availability of high performance computing infrastructures such as clusters of gpus and cpus have fueled the growth of distributed learning systems deep learning frameworks express neural nets as dags and execute these dags on computation resources such as gpus in this paper we propose efficient designs of embedding mp...
[['availability', 'of', 'high', 'performance', 'computing', 'infrastructures', 'such', 'as', 'clusters', 'of', 'gpus', 'and', 'cpus', 'have', 'fueled', 'the', 'growth', 'of', 'distributed', 'learning', 'systems', 'deep', 'learning', 'frameworks', 'express', 'neural', 'nets', 'as', 'dags', 'and', 'execute', 'these', 'da...
[-0.1308057493571738, 0.03991390343541932, -0.0415569816265184, 0.0429508042370509, -0.09269340107644534, -0.17703632751307719, 0.07143837931361287, 0.45190117425421716, -0.2827280202560174, -0.4117823325684828, 0.11108395323872115, -0.2290964422668338, -0.12320584524719483, 0.23045029050884117, -0.0973455564287242, 0....
1,802.0695
TAP-DLND 1.0 : A Corpus for Document Level Novelty Detection
Detecting novelty of an entire document is an Artificial Intelligence (AI) frontier problem that has widespread NLP applications, such as extractive document summarization, tracking development of news events, predicting impact of scholarly articles, etc. Important though the problem is, we are unaware of any benchma...
cs.CL
detecting novelty of an entire document is an artificial intelligence ai frontier problem that has widespread nlp applications such as extractive document summarization tracking development of news events predicting impact of scholarly articles etc important though the problem is we are unaware of any benchmark documen...
[['detecting', 'novelty', 'of', 'an', 'entire', 'document', 'is', 'an', 'artificial', 'intelligence', 'ai', 'frontier', 'problem', 'that', 'has', 'widespread', 'nlp', 'applications', 'such', 'as', 'extractive', 'document', 'summarization', 'tracking', 'development', 'of', 'news', 'events', 'predicting', 'impact', 'of',...
[-0.09192608940904423, 0.007321480972646988, -0.019323113141581416, 0.08829896856529512, -0.13467088770279187, -0.09547775926589334, 0.06159354589082364, 0.41749069381947235, -0.24815577753203905, -0.3468604588376011, 0.08145616556245486, -0.3222092120450432, -0.17031516643414685, 0.2157598736427598, -0.116181034752625...
1,802.06951
Adoption of e-government in the Republic of Kazakhstan
This paper identifies factors that influence Kazakhstan's e-Government portal usage. It determines challenges encountered by citizens while using the portal. Targeted respondents for the web-based questionnaire survey were the citizens of Kazakhstan. The technology acceptance model was used as a methodology to measur...
cs.CY
this paper identifies factors that influence kazakhstans egovernment portal usage it determines challenges encountered by citizens while using the portal targeted respondents for the webbased questionnaire survey were the citizens of kazakhstan the technology acceptance model was used as a methodology to measure attitu...
[['this', 'paper', 'identifies', 'factors', 'that', 'influence', 'kazakhstans', 'egovernment', 'portal', 'usage', 'it', 'determines', 'challenges', 'encountered', 'by', 'citizens', 'while', 'using', 'the', 'portal', 'targeted', 'respondents', 'for', 'the', 'webbased', 'questionnaire', 'survey', 'were', 'the', 'citizens...
[-0.06301679271965058, 0.07212496143546414, -0.05456233275818058, 0.09459540791441753, -0.16726951946612392, -0.13063729174124697, 0.12686872860143447, 0.36608051319701085, -0.2139798647557905, -0.39731611852682586, 0.11541652150259799, -0.30787607197028893, -0.16173784998987895, 0.16857290706779485, -0.119116702733228...
1,802.06952
64-Qubit Quantum Circuit Simulation
Classical simulations of quantum circuits are limited in both space and time when the qubit count is above 50, the realm where quantum supremacy reigns. However, recently, for the low depth circuit with more than 50 qubits, there are several methods of simulation proposed by teams at Google and IBM. Here, we present ...
quant-ph
classical simulations of quantum circuits are limited in both space and time when the qubit count is above 50 the realm where quantum supremacy reigns however recently for the low depth circuit with more than 50 qubits there are several methods of simulation proposed by teams at google and ibm here we present a scheme ...
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1,802.06953
Distributed Symmetry Breaking in Sampling (Optimal Distributed Randomly Coloring with Fewer Colors)
We examine the problem of almost-uniform sampling proper $q$-colorings of a graph whose maximum degree is $\Delta$. A famous result, discovered independently by Jerrum(1995) and Salas and Sokal(1997), is that, assuming $q > (2+\delta) \Delta$, the Glauber dynamics (a.k.a. single-site dynamics) for this problem has mi...
cs.DS
we examine the problem of almostuniform sampling proper qcolorings of a graph whose maximum degree is delta a famous result discovered independently by jerrum1995 and salas and sokal1997 is that assuming q 2delta delta the glauber dynamics aka singlesite dynamics for this problem has mixing time on log n where n is the...
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1,802.06954
Stochastic dominance and weak concentration for sums of independent symmetric random vectors
Kwapien and Woyczynski asked in their monograph (1992) whether their notion of superstrong domination is inherited when taking sums of independent symmetric random vectors (one vector dominates another if, essentially, tail probabilities of any norm of the two vectors compare up to some scaling constants). We answer ...
math.PR math.FA
kwapien and woyczynski asked in their monograph 1992 whether their notion of superstrong domination is inherited when taking sums of independent symmetric random vectors one vector dominates another if essentially tail probabilities of any norm of the two vectors compare up to some scaling constants we answer this ques...
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1,802.06955
Recurrent Residual Convolutional Neural Network based on U-Net (R2U-Net) for Medical Image Segmentation
Deep learning (DL) based semantic segmentation methods have been providing state-of-the-art performance in the last few years. More specifically, these techniques have been successfully applied to medical image classification, segmentation, and detection tasks. One deep learning technique, U-Net, has become one of th...
cs.CV
deep learning dl based semantic segmentation methods have been providing stateoftheart performance in the last few years more specifically these techniques have been successfully applied to medical image classification segmentation and detection tasks one deep learning technique unet has become one of the most popular ...
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1,802.06956
On the evolution process of two-component dark matter in the Sun
We introduce dark matter (DM) evolution process in the Sun under a two-component DM (2DM) scenario. Both DM species $\chi$ and $\xi$ with masses heavier than 1 GeV are considered. In this picture, both species could be captured by the Sun through DM-nucleus scattering and DM self-scatterings, e.g. $\chi\chi$ and $\xi...
hep-ph
we introduce dark matter dm evolution process in the sun under a twocomponent dm 2dm scenario both dm species chi and xi with masses heavier than 1 gev are considered in this picture both species could be captured by the sun through dmnucleus scattering and dm selfscatterings eg chichi and xixi collisions in addition t...
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1,802.06957
MIMO Transmit Beampattern Matching Under Waveform Constraints
In this paper, the multiple-input multiple-output (MIMO) transmit beampattern matching problem is considered. The problem is formulated to approximate a desired transmit beampattern (i.e., an energy distribution in space and frequency) and to minimize the cross-correlation of signals reflected back to the array by co...
math.OC cs.IT cs.SY math.IT
in this paper the multipleinput multipleoutput mimo transmit beampattern matching problem is considered the problem is formulated to approximate a desired transmit beampattern ie an energy distribution in space and frequency and to minimize the crosscorrelation of signals reflected back to the array by considering diff...
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1,802.06958
Deep Reinforcement Learning for Dynamic Multichannel Access in Wireless Networks
We consider a dynamic multichannel access problem, where multiple correlated channels follow an unknown joint Markov model. A user at each time slot selects a channel to transmit data and receives a reward based on the success or failure of the transmission. The objective is to find a policy that maximizes the expect...
cs.NI
we consider a dynamic multichannel access problem where multiple correlated channels follow an unknown joint markov model a user at each time slot selects a channel to transmit data and receives a reward based on the success or failure of the transmission the objective is to find a policy that maximizes the expected lo...
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1,802.06959
On the automorphism groups of distance-regular graphs and rank-4 primitive coherent configurations
The minimal degree of a permutation group $G$ is the minimum number of points not fixed by non-identity elements of $G$. Lower bounds on the minimal degree have strong structural consequences on $G$. In 2014 Babai proved that the automorphism group of a strongly regular graph with $n$ vertices has minimal degree $\ge...
math.CO
the minimal degree of a permutation group g is the minimum number of points not fixed by nonidentity elements of g lower bounds on the minimal degree have strong structural consequences on g in 2014 babai proved that the automorphism group of a strongly regular graph with n vertices has minimal degree geq c n with know...
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