text stringlengths 57 2.88k | labels listlengths 6 6 |
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Title: A Graph Model with Indirect Co-location Links,
Abstract: Graph models are widely used to analyse diffusion processes embedded in
social contacts and to develop applications. A range of graph models are
available to replicate the underlying social structures and dynamics
realistically. However, most of the curren... | [
1,
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0,
0,
0
] |
Title: Homogenization of nonlinear elliptic systems in nonreflexive Musielak-Orlicz spaces,
Abstract: We study the homogenization process for families of strongly nonlinear
elliptic systems with the homogeneous Dirichlet boundary conditions. The growth
and the coercivity of the elliptic operator is assumed to be indica... | [
0,
0,
1,
0,
0,
0
] |
Title: A Generalization of Permanent Inequalities and Applications in Counting and Optimization,
Abstract: A polynomial $p\in\mathbb{R}[z_1,\dots,z_n]$ is real stable if it has no
roots in the upper-half complex plane. Gurvits's permanent inequality gives a
lower bound on the coefficient of the $z_1z_2\dots z_n$ monomi... | [
1,
0,
1,
0,
0,
0
] |
Title: H-infinity Filtering for Cloud-Aided Semi-active Suspension with Delayed Information,
Abstract: This chapter presents an H-infinity filtering framework for cloud-aided
semiactive suspension system with time-varying delays. In this system, road
profile information is downloaded from a cloud database to facilitate... | [
1,
0,
0,
0,
0,
0
] |
Title: Deep Spatio-Temporal Random Fields for Efficient Video Segmentation,
Abstract: In this work we introduce a time- and memory-efficient method for structured
prediction that couples neuron decisions across both space at time. We show
that we are able to perform exact and efficient inference on a densely
connected ... | [
0,
0,
0,
1,
0,
0
] |
Title: A Coherent vorticity preserving eddy viscosity correction for Large-Eddy Simulation,
Abstract: This paper introduces a new approach to Large-Eddy Simulation (LES) where
subgrid-scale (SGS) dissipation is applied proportionally to the degree of
local spectral broadening, hence mitigated or deactivated in regions ... | [
1,
1,
0,
0,
0,
0
] |
Title: A Universal Marginalizer for Amortized Inference in Generative Models,
Abstract: We consider the problem of inference in a causal generative model where the
set of available observations differs between data instances. We show how
combining samples drawn from the graphical model with an appropriate masking
funct... | [
1,
0,
0,
1,
0,
0
] |
Title: Fulde-Ferrell-Larkin-Ovchinnikov state in spin-orbit-coupled superconductors,
Abstract: We show that in the presence of magnetic field, two superconducting phases
with the center-of-mass momentum of Cooper pair parallel to the magnetic field
are induced in spin-orbit-coupled superconductor Li$_2$Pd$_3$B. Specifi... | [
0,
1,
0,
0,
0,
0
] |
Title: Smart Grids Data Analysis: A Systematic Mapping Study,
Abstract: Data analytics and data science play a significant role in nowadays society.
In the context of Smart Grids (SG), the collection of vast amounts of data has
seen the emergence of a plethora of data analysis approaches. In this paper, we
conduct a Sy... | [
1,
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0,
0,
0,
0
] |
Title: On the K-theory of C*-algebras for substitution tilings (a pedestrian version),
Abstract: Under suitable conditions, a substitution tiling gives rise to a Smale space,
from which three equivalence relations can be constructed, namely the stable,
unstable, and asymptotic equivalence relations. We denote with $S$,... | [
0,
0,
1,
0,
0,
0
] |
Title: Gorenstein homological properties of tensor rings,
Abstract: Let $R$ be a two-sided noetherian ring and $M$ be a nilpotent $R$-bimodule,
which is finitely generated on both sides. We study Gorenstein homological
properties of the tensor ring $T_R(M)$. Under certain conditions, the ring $R$
is Gorenstein if and o... | [
0,
0,
1,
0,
0,
0
] |
Title: Compositional Human Pose Regression,
Abstract: Regression based methods are not performing as well as detection based
methods for human pose estimation. A central problem is that the structural
information in the pose is not well exploited in the previous regression
methods. In this work, we propose a structure-... | [
1,
0,
0,
0,
0,
0
] |
Title: Remarks on Inner Functions and Optimal Approximants,
Abstract: We discuss the concept of inner function in reproducing kernel Hilbert spaces
with an orthogonal basis of monomials and examine connections between inner
functions and optimal polynomial approximants to $1/f$, where $f$ is a function
in the space. We... | [
0,
0,
1,
0,
0,
0
] |
Title: Asymptotic Confidence Regions for High-dimensional Structured Sparsity,
Abstract: In the setting of high-dimensional linear regression models, we propose two
frameworks for constructing pointwise and group confidence sets for penalized
estimators which incorporate prior knowledge about the organization of the
no... | [
0,
0,
1,
1,
0,
0
] |
Title: Building a Structured Query Engine,
Abstract: Finding patterns in data and being able to retrieve information from those
patterns is an important task in Information retrieval. Complex search
requirements which are not fulfilled by simple string matching and require
exploring certain patterns in data demand a be... | [
1,
0,
0,
0,
0,
0
] |
Title: Optimal Timing of Decisions: A General Theory Based on Continuation Values,
Abstract: Building on insights of Jovanovic (1982) and subsequent authors, we develop a
comprehensive theory of optimal timing of decisions based around continuation
value functions and operators that act on them. Optimality results are ... | [
0,
0,
1,
0,
0,
0
] |
Title: OSIRIS-REx Contamination Control Strategy and Implementation,
Abstract: OSIRIS-REx will return pristine samples of carbonaceous asteroid Bennu. This
article describes how pristine was defined based on expectations of Bennu and
on a realistic understanding of what is achievable with a constrained schedule
and bud... | [
0,
1,
0,
0,
0,
0
] |
Title: Linear Stochastic Approximation: Constant Step-Size and Iterate Averaging,
Abstract: We consider $d$-dimensional linear stochastic approximation algorithms (LSAs)
with a constant step-size and the so called Polyak-Ruppert (PR) averaging of
iterates. LSAs are widely applied in machine learning and reinforcement
l... | [
1,
0,
0,
1,
0,
0
] |
Title: Curse of Heterogeneity: Computational Barriers in Sparse Mixture Models and Phase Retrieval,
Abstract: We study the fundamental tradeoffs between statistical accuracy and
computational tractability in the analysis of high dimensional heterogeneous
data. As examples, we study sparse Gaussian mixture model, mixtur... | [
0,
0,
0,
1,
0,
0
] |
Title: Single-trial P300 Classification using PCA with LDA, QDA and Neural Networks,
Abstract: The P300 event-related potential (ERP), evoked in scalp-recorded
electroencephalography (EEG) by external stimuli, has proven to be a reliable
response for controlling a BCI. The P300 component of an event related
potential i... | [
1,
0,
0,
1,
0,
0
] |
Title: Automatic segmentation of trees in dynamic outdoor environments,
Abstract: Segmentation in dynamic outdoor environments can be difficult when the
illumination levels and other aspects of the scene cannot be controlled.
Specifically in orchard and vineyard automation contexts, a background material
is often used ... | [
1,
0,
0,
0,
0,
0
] |
Title: Stochastic and Chance-Constrained Conic Distribution System Expansion Planning Using Bilinear Benders Decomposition,
Abstract: Second order conic programming (SOCP) has been used to model various
applications in power systems, such as operation and expansion planning. In
this paper, we present a two-stage stocha... | [
0,
0,
1,
0,
0,
0
] |
Title: Multi-Hop Extensions of Energy-Efficient Wireless Sensor Network Time Synchronization,
Abstract: We present the multi-hop extensions of the recently proposed energy-efficient
time synchronization scheme for wireless sensor networks, which is based on the
asynchronous source clock frequency recovery and reversed ... | [
1,
0,
0,
0,
0,
0
] |
Title: Value added or misattributed? A multi-institution study on the educational benefit of labs for reinforcing physics content,
Abstract: Instructional labs are widely seen as a unique, albeit expensive, way to
teach scientific content. We measured the effectiveness of introductory lab
courses at achieving this educ... | [
0,
1,
0,
0,
0,
0
] |
Title: NeuroNER: an easy-to-use program for named-entity recognition based on neural networks,
Abstract: Named-entity recognition (NER) aims at identifying entities of interest in a
text. Artificial neural networks (ANNs) have recently been shown to outperform
existing NER systems. However, ANNs remain challenging to u... | [
1,
0,
0,
1,
0,
0
] |
Title: Opinion dynamics model based on cognitive biases,
Abstract: We present an introduction to a novel model of an individual and group
opinion dynamics, taking into account different ways in which different sources
of information are filtered due to cognitive biases. The agent based model,
using Bayesian updating of... | [
1,
1,
0,
0,
0,
0
] |
Title: ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness,
Abstract: Convolutional Neural Networks (CNNs) are commonly thought to recognise
objects by learning increasingly complex representations of object shapes. Some
recent studies suggest a more important role o... | [
0,
0,
0,
0,
1,
0
] |
Title: Learning Distributed Representations of Texts and Entities from Knowledge Base,
Abstract: We describe a neural network model that jointly learns distributed
representations of texts and knowledge base (KB) entities. Given a text in the
KB, we train our proposed model to predict entities that are relevant to the
... | [
1,
0,
0,
0,
0,
0
] |
Title: Moduli Spaces of Unordered $n\ge5$ Points on the Riemann Sphere and Their Singularities,
Abstract: For $n\ge5$, it is well known that the moduli space $\mathfrak{M_{0,\:n}}$ of
unordered $n$ points on the Riemann sphere is a quotient space of the Zariski
open set $K_n$ of $\mathbb C^{n-3}$ by an $S_n$ action. Th... | [
0,
0,
1,
0,
0,
0
] |
Title: A Framework for Time-Consistent, Risk-Sensitive Model Predictive Control: Theory and Algorithms,
Abstract: In this paper we present a framework for risk-sensitive model predictive
control (MPC) of linear systems affected by stochastic multiplicative
uncertainty. Our key innovation is to consider a time-consisten... | [
1,
0,
1,
0,
0,
0
] |
Title: Common Knowledge in a Logic of Gossips,
Abstract: Gossip protocols aim at arriving, by means of point-to-point or group
communications, at a situation in which all the agents know each other secrets.
Recently a number of authors studied distributed epistemic gossip protocols.
These protocols use as guards formul... | [
1,
0,
0,
0,
0,
0
] |
Title: Network-theoretic approach to sparsified discrete vortex dynamics,
Abstract: We examine discrete vortex dynamics in two-dimensional flow through a
network-theoretic approach. The interaction of the vortices is represented with
a graph, which allows the use of network-theoretic approaches to identify key
vortex-t... | [
0,
1,
0,
0,
0,
0
] |
Title: Bäcklund Transformation and Quasi-Integrable Deformation of Mixed Fermi-Pasta-Ulam and Frenkel-Kontorova Models,
Abstract: In this paper we study a non-linear partial differential equation (PDE),
proposed by N. Kudryashov [arXiv:1611.06813v1[nlin.SI]], using continuum limit
approximation of mixed Fermi-Pasta-Ula... | [
0,
1,
1,
0,
0,
0
] |
Title: Symmetries of handlebodies and their fixed points: Dihedral extended Schottky groups,
Abstract: A Schottky structure on a handlebody $M$ of genus $g$ is provided by a
Schottky group of rank $g$. A symmetry (an orientation-reversing involution) of
$M$ is known to have at most $(g+1)$ connected components of fixed... | [
0,
0,
1,
0,
0,
0
] |
Title: A Robust Multi-Batch L-BFGS Method for Machine Learning,
Abstract: This paper describes an implementation of the L-BFGS method designed to deal
with two adversarial situations. The first occurs in distributed computing
environments where some of the computational nodes devoted to the evaluation of
the function a... | [
1,
0,
1,
1,
0,
0
] |
Title: Enhanced version of AdaBoostM1 with J48 Tree learning method,
Abstract: Machine Learning focuses on the construction and study of systems that can
learn from data. This is connected with the classification problem, which
usually is what Machine Learning algorithms are designed to solve. When a
machine learning m... | [
0,
0,
0,
1,
0,
0
] |
Title: A Game of Tax Evasion: evidences from an agent-based model,
Abstract: This paper presents a simple agent-based model of an economic system,
populated by agents playing different games according to their different view
about social cohesion and tax payment. After a first set of simulations,
correctly replicating ... | [
0,
0,
0,
0,
0,
1
] |
Title: Variability response functions for statically determinate beams with arbitrary nonlinear constitutive laws,
Abstract: The variability response function (VRF) is generalized to statically
determinate Euler Bernoulli beams with arbitrary stress-strain laws following
Cauchy elastic behavior. The VRF is a Green's fu... | [
0,
1,
0,
0,
0,
0
] |
Title: Accurate Motion Estimation through Random Sample Aggregated Consensus,
Abstract: We reconsider the classic problem of estimating accurately a 2D
transformation from point matches between images containing outliers. RANSAC
discriminates outliers by randomly generating minimalistic sampled hypotheses
and verifying... | [
1,
0,
0,
0,
0,
0
] |
Title: A Topologist's View of Kinematic Maps and Manipulation Complexity,
Abstract: In this paper we combine a survey of the most important topological
properties of kinematic maps that appear in robotics, with the exposition of
some basic results regarding the topological complexity of a map. In
particular, we discuss... | [
1,
0,
1,
0,
0,
0
] |
Title: Faster Tensor Canonicalization,
Abstract: The Butler-Portugal algorithm for obtaining the canonical form of a tensor
expression with respect to slot symmetries and dummy-index renaming suffers, in
certain cases with a high degree of symmetry, from $O(n!)$ explosion in both
computation time and memory. We present... | [
1,
0,
0,
0,
0,
0
] |
Title: Mass Preconditioning for the Exact One-Flavor Action in Lattice QCD with Domain-Wall Fermion,
Abstract: The mass-preconditioning (MP) technique has become a standard tool to enhance
the efficiency of the hybrid Monte-Carlo simulation (HMC) of lattice QCD with
dynamical quarks, for 2-flavors QCD with degenerate q... | [
0,
1,
0,
0,
0,
0
] |
Title: Weighted Low Rank Approximation for Background Estimation Problems,
Abstract: Classical principal component analysis (PCA) is not robust to the presence of
sparse outliers in the data. The use of the $\ell_1$ norm in the Robust PCA
(RPCA) method successfully eliminates the weakness of PCA in separating the
spars... | [
0,
0,
1,
0,
0,
0
] |
Title: Controlling Chiral Domain Walls in Antiferromagnets Using Spin-Wave Helicity,
Abstract: In antiferromagnets, the Dzyaloshinskii-Moriya interaction lifts the
degeneracy of left- and right-circularly polarized spin waves. This
relativistic coupling increases the efficiency of spin-wave-induced domain wall
motion a... | [
0,
1,
0,
0,
0,
0
] |
Title: Multiple Topological Electronic Phases in Superconductor MoC,
Abstract: The search for a superconductor with non-s-wave pairing is important not only
for understanding unconventional mechanisms of superconductivity but also for
finding new types of quasiparticles such as Majorana bound states. Materials
with bot... | [
0,
1,
0,
0,
0,
0
] |
Title: Performance Scaling Law for Multi-Cell Multi-User Massive MIMO,
Abstract: This work provides a comprehensive scaling law based performance analysis for
multi-cell multi-user massive multiple-input-multiple-output (MIMO) downlink
systems. Imperfect channel state information (CSI), pilot contamination, and
channel... | [
1,
0,
0,
0,
0,
0
] |
Title: Pressure-tuning of bond-directional exchange interactions and magnetic frustration in hyperhoneycomb iridate $β$-$\mathrm{Li_2IrO_3}$,
Abstract: We explore the response of Ir $5d$ orbitals to pressure in
$\beta$-$\mathrm{Li_2IrO_3}$, a hyperhoneycomb iridate in proximity to a Kitaev
quantum spin liquid (QSL) gro... | [
0,
1,
0,
0,
0,
0
] |
Title: Computationally Efficient Estimation of the Spectral Gap of a Markov Chain,
Abstract: We consider the problem of estimating from sample paths the absolute spectral
gap $\gamma_*$ of a reversible, irreducible and aperiodic Markov chain
$(X_t)_{t \in \mathbb{N}}$ over a finite state $\Omega$. We propose the ${\tt
... | [
0,
0,
0,
1,
0,
0
] |
Title: Bounded solutions for a class of Hamiltonian systems,
Abstract: We obtain bounded for all $t$ solutions of ordinary differential equations as
limits of the solutions of the corresponding Dirichlet problems on $(-L,L)$,
with $L \rightarrow \infty$. We derive a priori estimates for the Dirichlet
problems, allowing... | [
0,
0,
1,
0,
0,
0
] |
Title: Cosmological perturbation effects on gravitational-wave luminosity distance estimates,
Abstract: Waveforms of gravitational waves provide information about a variety of
parameters for the binary system merging. However, standard calculations have
been performed assuming a FLRW universe with no perturbations. In ... | [
0,
1,
0,
0,
0,
0
] |
Title: Faster Clustering via Non-Backtracking Random Walks,
Abstract: This paper presents VEC-NBT, a variation on the unsupervised graph clustering
technique VEC, which improves upon the performance of the original algorithm
significantly for sparse graphs. VEC employs a novel application of the
state-of-the-art word2v... | [
1,
0,
0,
1,
0,
0
] |
Title: Finding Submodularity Hidden in Symmetric Difference,
Abstract: A set function $f$ on a finite set $V$ is submodular if $f(X) + f(Y) \geq f(X
\cup Y) + f(X \cap Y)$ for any pair $X, Y \subseteq V$. The symmetric
difference transformation (SD-transformation) of $f$ by a canonical set $S
\subseteq V$ is a set func... | [
1,
0,
0,
0,
0,
0
] |
Title: Adaptive Quantization for Deep Neural Network,
Abstract: In recent years Deep Neural Networks (DNNs) have been rapidly developed in
various applications, together with increasingly complex architectures. The
performance gain of these DNNs generally comes with high computational costs
and large memory consumption... | [
1,
0,
0,
1,
0,
0
] |
Title: High-temperature terahertz optical diode effect without magnetic order in polar FeZnMo$_3$O$_8$,
Abstract: We present a terahertz spectroscopic study of polar ferrimagnet
FeZnMo$_3$O$_8$. Our main finding is a giant high-temperature optical diode
effect, or nonreciprocal directional dichroism, where the transmit... | [
0,
1,
0,
0,
0,
0
] |
Title: Character Networks and Book Genre Classification,
Abstract: We compare the social character networks of biographical, legendary and
fictional texts, in search for marks of genre differentiation. We examine the
degree distribution of character appearance and find a power law that does not
depend on the literary g... | [
1,
1,
0,
0,
0,
0
] |
Title: Forecasting the Impact of Stellar Activity on Transiting Exoplanet Spectra,
Abstract: Exoplanet host star activity, in the form of unocculted star spots or
faculae, alters the observed transmission and emission spectra of the
exoplanet. This effect can be exacerbated when combining data from different
epochs if ... | [
0,
1,
0,
0,
0,
0
] |
Title: Strong isomorphism in Marinatto-Weber type quantum games,
Abstract: Our purpose is to focus attention on a new criterion for quantum schemes by
bringing together the notions of quantum game and game isomorphism. A quantum
game scheme is required to generate the classical game as a special case. Now,
given a quan... | [
1,
0,
0,
0,
0,
0
] |
Title: Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results,
Abstract: The recently proposed Temporal Ensembling has achieved state-of-the-art
results in several semi-supervised learning benchmarks. It maintains an
exponential moving average of label pr... | [
1,
0,
0,
1,
0,
0
] |
Title: WOMBAT: A Scalable and High Performance Astrophysical MHD Code,
Abstract: We present a new code for astrophysical magneto-hydrodynamics specifically
designed and optimized for high performance and scaling on modern and future
supercomputers. We describe a novel hybrid OpenMP/MPI programming model that
emerged fr... | [
0,
1,
0,
0,
0,
0
] |
Title: Securing Virtual Network Function Placement with High Availability Guarantees,
Abstract: Virtual Network Functions as a Service (VNFaaS) is currently under attentive
study by telecommunications and cloud stakeholders as a promising business and
technical direction consisting of providing network functions as a s... | [
1,
0,
0,
0,
0,
0
] |
Title: A decentralized proximal-gradient method with network independent step-sizes and separated convergence rates,
Abstract: This paper considers the problem of decentralized optimization with a
composite objective containing smooth and non-smooth terms. To solve the
problem, a proximal-gradient scheme is studied. Sp... | [
0,
0,
1,
1,
0,
0
] |
Title: Generative Models for Spear Phishing Posts on Social Media,
Abstract: Historically, machine learning in computer security has prioritized defense:
think intrusion detection systems, malware classification, and botnet traffic
identification. Offense can benefit from data just as well. Social networks,
with their ... | [
0,
0,
0,
1,
0,
0
] |
Title: SkipFlow: Incorporating Neural Coherence Features for End-to-End Automatic Text Scoring,
Abstract: Deep learning has demonstrated tremendous potential for Automatic Text
Scoring (ATS) tasks. In this paper, we describe a new neural architecture that
enhances vanilla neural network models with auxiliary neural coh... | [
1,
0,
0,
0,
0,
0
] |
Title: Reduction of topological $\mathbb{Z}$ classification in cold atomic systems,
Abstract: One of the most challenging problems in correlated topological systems is a
realization of the reduction of topological classification, but very few
experimental platforms have been proposed so far. We here demonstrate that
ul... | [
0,
1,
0,
0,
0,
0
] |
Title: Characterizing the ionospheric current pattern response to southward and northward IMF turnings with dynamical SuperMAG correlation networks,
Abstract: We characterize the response of the quiet time (no substorms or storms)
large-scale ionospheric transient equivalent currents to north-south and
south-north IMF ... | [
0,
1,
0,
0,
0,
0
] |
Title: On a question of Buchweitz about ranks of syzygies of modules of finite length,
Abstract: Let R be a local ring of dimension d. Buchweitz asks if the rank of the d-th
syzygy of a module of finite lengh is greater than or equal to the rank of the
d-th syzygy of the residue field, unless the module has finite proj... | [
0,
0,
1,
0,
0,
0
] |
Title: Resolution and Relevance Trade-offs in Deep Learning,
Abstract: Deep learning has been successfully applied to various tasks, but its
underlying mechanism remains unclear. Neural networks associate similar inputs
in the visible layer to the same state of hidden variables in deep layers. The
fraction of inputs th... | [
1,
0,
0,
0,
0,
0
] |
Title: Approches d'analyse distributionnelle pour améliorer la désambiguïsation sémantique,
Abstract: Word sense disambiguation (WSD) improves many Natural Language Processing
(NLP) applications such as Information Retrieval, Machine Translation or
Lexical Simplification. WSD is the ability of determining a word sense ... | [
1,
0,
0,
0,
0,
0
] |
Title: Non-degenerate parametric resonance in tunable superconducting cavity,
Abstract: We develop a theory for non-degenerate parametric resonance in a tunable
superconducting cavity. We focus on nonlinear effects that are caused by
nonlinear Josephson elements connected to the cavity. We analyze parametric
amplificat... | [
0,
1,
0,
0,
0,
0
] |
Title: Bridging Semantic Gaps between Natural Languages and APIs with Word Embedding,
Abstract: Developers increasingly rely on text matching tools to analyze the relation
between natural language words and APIs. However, semantic gaps, namely textual
mismatches between words and APIs, negatively affect these tools. Pr... | [
1,
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0,
0,
0
] |
Title: Feedback optimal controllers for the Heston model,
Abstract: We prove the existence of an optimal feedback controller for a stochastic
optimization problem constituted by a variation of the Heston model, where a
stochastic input process is added in order to minimize a given performance
criterion. The stochastic ... | [
0,
0,
1,
0,
0,
0
] |
Title: Total-positivity preservers,
Abstract: We prove that the only entrywise transforms of rectangular matrices which
preserve total positivity or total non-negativity are either constant or
linear. This follows from an extended classification of preservers of these two
properties for matrices of fixed dimension. We ... | [
0,
0,
1,
0,
0,
0
] |
Title: A revision of the subtract-with-borrow random number generators,
Abstract: The most popular and widely used subtract-with-borrow generator, also known
as RANLUX, is reimplemented as a linear congruential generator using large
integer arithmetic with the modulus size of 576 bits. Modern computers, as well
as the ... | [
1,
1,
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0,
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0
] |
Title: Bias voltage effects on tunneling magnetoresistance in Fe/MgAl${}_2$O${}_4$/Fe(001) junctions: Comparative study with Fe/MgO/Fe(001) junctions,
Abstract: We investigate bias voltage effects on the spin-dependent transport
properties of Fe/MgAl${}_2$O${}_4$/Fe(001) magnetic tunneling junctions (MTJs)
by comparing... | [
0,
1,
0,
0,
0,
0
] |
Title: Listen to Your Face: Inferring Facial Action Units from Audio Channel,
Abstract: Extensive efforts have been devoted to recognizing facial action units (AUs).
However, it is still challenging to recognize AUs from spontaneous facial
displays especially when they are accompanied with speech. Different from all
pr... | [
1,
0,
0,
0,
0,
0
] |
Title: Icing on the Cake: An Easy and Quick Post-Learnig Method You Can Try After Deep Learning,
Abstract: We found an easy and quick post-learning method named "Icing on the Cake" to
enhance a classification performance in deep learning. The method is that we
train only the final classifier again after an ordinary tra... | [
0,
0,
0,
1,
0,
0
] |
Title: Minimal Effort Back Propagation for Convolutional Neural Networks,
Abstract: As traditional neural network consumes a significant amount of computing
resources during back propagation, \citet{Sun2017mePropSB} propose a simple yet
effective technique to alleviate this problem. In this technique, only a small
subs... | [
1,
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1,
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0
] |
Title: Hölder continuous solutions of the Monge-Ampère equation on compact Hermitian manifolds,
Abstract: We show that a positive Borel measure of positive finite total mass, on
compact Hermitian manifolds, admits a Holder continuous quasi-plurisubharmonic
solution to the Monge-Ampere equation if and only if it is domi... | [
0,
0,
1,
0,
0,
0
] |
Title: Comparative Climates of TRAPPIST-1 planetary system: results from a simple climate-vegetation model,
Abstract: The recent discovery of the planetary system hosted by the ultracool dwarf
star TRAPPIST-1 could open new perspectives into the investigation of planetary
climates of Earth-sized exoplanets, their atmos... | [
0,
1,
0,
0,
0,
0
] |
Title: Width Hierarchies for Quantum and Classical Ordered Binary Decision Diagrams with Repeated Test,
Abstract: We consider quantum, nondterministic and probabilistic versions of known
computational model Ordered Read-$k$-times Branching Programs or Ordered Binary
Decision Diagrams with repeated test ($k$-QOBDD, $k$-... | [
1,
0,
0,
0,
0,
0
] |
Title: Stall force of a cargo driven by N interacting motor proteins,
Abstract: We study a generic one-dimensional model for an intracellular cargo driven by
N motor proteins against an external applied force. The model includes
motor-cargo and motor-motor interactions. The cargo motion is described by an
over-damped L... | [
0,
1,
0,
0,
0,
0
] |
Title: Separation of time scales and direct computation of weights in deep neural networks,
Abstract: Artificial intelligence is revolutionizing our lives at an ever increasing
pace. At the heart of this revolution is the recent advancements in deep neural
networks (DNN), learning to perform sophisticated, high-level t... | [
1,
0,
0,
1,
0,
0
] |
Title: $q$-deformed quadrature operator and optical tomogram,
Abstract: In this letter, we define the homodyne $q$-deformed quadrature operator.
Analytic expression for the wavefunctions of $q$-deformed oscillator in the
quadrature basis are found. Furthermore, we compute the explicit analytical
expression for the tomo... | [
0,
1,
1,
0,
0,
0
] |
Title: Asymptotic measures and links in simplicial complexes,
Abstract: We introduce canonical measures on a locally finite simplicial complex $K$
and study their asymptotic behavior under infinitely many barycentric
subdivisions. We also compute the face polynomial of the asymptotic link and
dual block of a simplex in... | [
0,
0,
1,
0,
0,
0
] |
Title: Usability of Humanly Computable Passwords,
Abstract: Reusing passwords across multiple websites is a common practice that
compromises security. Recently, Blum and Vempala have proposed password
strategies to help people calculate, in their heads, passwords for different
sites without dependence on third-party to... | [
1,
0,
0,
0,
0,
0
] |
Title: Performance analysis of smart digital signage system based on software-defined IoT and invisible image sensor communication,
Abstract: Everything in the world is being connected, and things are becoming
interactive. The future of the interactive world depends on the future Internet
of Things (IoT). Software-defi... | [
1,
0,
0,
0,
0,
0
] |
Title: What pebbles are made of: Interpretation of the V883 Ori disk,
Abstract: Recently, an Atacama Large Millimeter/submillimeter Array (ALMA) observation
of the water snow line in the protoplanetary disk around the FU Orionis star
V883 Ori was reported. The radial variation of the spectral index at
mm-wavelengths ar... | [
0,
1,
0,
0,
0,
0
] |
Title: More on products of Baire spaces,
Abstract: New results on the Baire product problem are presented. It is shown that an
arbitrary product of almost locally ccc Baire spaces is Baire; moreover, the
product of a Baire space and a 1st countable space which is $\beta$-unfavorable
in the strong Choquet game is Baire. | [
0,
0,
1,
0,
0,
0
] |
Title: Social versus Moral preferences in the Ultimatum Game: A theoretical model and an experiment,
Abstract: In the Ultimatum Game (UG) one player, named "proposer", has to decide how to
allocate a certain amount of money between herself and a "responder". If the
offer is greater than or equal to the responder's mini... | [
0,
0,
0,
0,
1,
0
] |
Title: A simple recipe for making accurate parametric inference in finite sample,
Abstract: Constructing tests or confidence regions that control over the error rates in
the long-run is probably one of the most important problem in statistics. Yet,
the theoretical justification for most methods in statistics is asympto... | [
0,
0,
1,
1,
0,
0
] |
Title: Panel collapse and its applications,
Abstract: We describe a procedure called panel collapse for replacing a CAT(0) cube
complex $\Psi$ by a "lower complexity" CAT(0) cube complex $\Psi_\bullet$
whenever $\Psi$ contains a codimension-$2$ hyperplane that is extremal in one
of the codimension-$1$ hyperplanes conta... | [
0,
0,
1,
0,
0,
0
] |
Title: Detecting Heavy Flows in the SDN Match and Action Model,
Abstract: Efficient algorithms and techniques to detect and identify large flows in a
high throughput traffic stream in the SDN match-and-action model are presented.
This is in contrast to previous work that either deviated from the match and
action model ... | [
1,
0,
0,
0,
0,
0
] |
Title: Optimal Resource Allocation with Node and Link Capacity Constraints in Complex Networks,
Abstract: With the tremendous increase of the Internet traffic, achieving the best
performance with limited resources is becoming an extremely urgent problem. In
order to address this concern, in this paper, we build an opti... | [
1,
1,
0,
0,
0,
0
] |
Title: On the complexity of solving a decision problem with flow-depending costs: the case of the IJsselmeer dikes,
Abstract: We consider a fundamental integer programming (IP) model for cost-benefit
analysis flood protection through dike building in the Netherlands, due to
Verweij and Zwaneveld.
Experimental analysis ... | [
0,
0,
0,
0,
0,
1
] |
Title: Integrating Human-Provided Information Into Belief State Representation Using Dynamic Factorization,
Abstract: In partially observed environments, it can be useful for a human to provide
the robot with declarative information that represents probabilistic relational
constraints on properties of objects in the wo... | [
1,
0,
0,
0,
0,
0
] |
Title: On Integral Upper Limits Assuming Power Law Spectra and the Sensitivity in High-Energy Astronomy,
Abstract: The high-energy non-thermal universe is dominated by power law-like spectra.
Therefore results in high-energy astronomy are often reported as parameters of
power law fits, or, in the case of a non-detectio... | [
0,
1,
0,
0,
0,
0
] |
Title: When a triangle is isosceles?,
Abstract: In 1840 Jacob Steiner on Christian Rudolf's request proved that a triangle
with two equal bisectors is isosceles. But what about changing the bisectors to
cevians? Cevian is any line segment in a triangle with one endpoint on a vertex
of the triangle and other endpoint on... | [
0,
0,
1,
0,
0,
0
] |
Title: Anomaly detecting and ranking of the cloud computing platform by multi-view learning,
Abstract: Anomaly detecting as an important technical in cloud computing is applied to
support smooth running of the cloud platform. Traditional detecting methods
based on statistic, analysis, etc. lead to the high false-alarm ... | [
1,
0,
0,
1,
0,
0
] |
Title: A graph model of message passing processes,
Abstract: In the paper we consider a graph model of message passing processes and
present a method verification of message passing processes. The method is
illustrated by an example of a verification of sliding window protocol. | [
1,
0,
0,
0,
0,
0
] |
Title: Learning the Sparse and Low Rank PARAFAC Decomposition via the Elastic Net,
Abstract: In this article, we derive a Bayesian model to learning the sparse and low
rank PARAFAC decomposition for the observed tensor with missing values via the
elastic net, with property to find the true rank and sparse factor matrix... | [
0,
0,
1,
1,
0,
0
] |
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