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Title: Efficient Online Bandit Multiclass Learning with $\tilde{O}(\sqrt{T})$ Regret,
Abstract: We present an efficient second-order algorithm with
$\tilde{O}(\frac{1}{\eta}\sqrt{T})$ regret for the bandit online multiclass
problem. The regret bound holds simultaneously with respect to a family of loss
functions parame... | [
0,
0,
0,
1,
0,
0
] |
Title: Towards exascale real-time RFI mitigation,
Abstract: We describe the design and implementation of an extremely scalable real-time
RFI mitigation method, based on the offline AOFlagger. All algorithms scale
linearly in the number of samples. We describe how we implemented the flagger
in the LOFAR real-time pipeli... | [
0,
1,
0,
0,
0,
0
] |
Title: Cayley properties of the line graphs induced by of consecutive layers of the hypercube,
Abstract: Let $n >3$ and $ 0< k < \frac{n}{2} $ be integers. In this paper, we
investigate some algebraic properties of the line graph of the graph $
{Q_n}(k,k+1) $ where $ {Q_n}(k,k+1) $ is the subgraph of the hypercube $Q_n... | [
0,
0,
1,
0,
0,
0
] |
Title: Beyond the technical challenges for deploying Machine Learning solutions in a software company,
Abstract: Recently software development companies started to embrace Machine Learning
(ML) techniques for introducing a series of advanced functionality in their
products such as personalisation of the user experience... | [
1,
0,
0,
1,
0,
0
] |
Title: J-MOD$^{2}$: Joint Monocular Obstacle Detection and Depth Estimation,
Abstract: In this work, we propose an end-to-end deep architecture that jointly learns
to detect obstacles and estimate their depth for MAV flight applications. Most
of the existing approaches either rely on Visual SLAM systems or on depth
est... | [
1,
0,
0,
0,
0,
0
] |
Title: Star Formation Activity in the molecular cloud G35.20$-$0.74: onset of cloud-cloud collision,
Abstract: To probe the star-formation (SF) processes, we present results of an analysis
of the molecular cloud G35.20$-$0.74 (hereafter MCG35.2) using multi-frequency
observations. The MCG35.2 is depicted in a velocity ... | [
0,
1,
0,
0,
0,
0
] |
Title: On Functional Graphs of Quadratic Polynomials,
Abstract: We study functional graphs generated by quadratic polynomials over prime
fields. We introduce efficient algorithms for methodical computations and
provide the values of various direct and cumulative statistical parameters of
interest. These include: the nu... | [
0,
0,
1,
0,
0,
0
] |
Title: Spaces of orders of some one-relator groups,
Abstract: We show that certain orderable groups admit no isolated left orders. The
groups we consider are cyclic amalgamations of a free group with a general
orderable group, the HNN extensions of free groups over cyclic subgroups, and a
particular class of one-relato... | [
0,
0,
1,
0,
0,
0
] |
Title: Stellar streams as gravitational experiments I. The case of Sagittarius,
Abstract: Tidal streams of disrupting dwarf galaxies orbiting around their host galaxy
offer a unique way to constrain the shape of galactic gravitational potentials.
Such streams can be used as leaning tower gravitational experiments on ga... | [
0,
1,
0,
0,
0,
0
] |
Title: Flows along arch filaments observed in the GRIS 'very fast spectroscopic mode',
Abstract: A new generation of solar instruments provides improved spectral, spatial,
and temporal resolution, thus facilitating a better understanding of dynamic
processes on the Sun. High-resolution observations often reveal
multipl... | [
0,
1,
0,
0,
0,
0
] |
Title: Rethinking Information Sharing for Actionable Threat Intelligence,
Abstract: In the past decade, the information security and threat landscape has grown
significantly making it difficult for a single defender to defend against all
attacks at the same time. This called for introduc- ing information sharing, a
par... | [
1,
0,
0,
0,
0,
0
] |
Title: Distributive Aronszajn trees,
Abstract: Ben-David and Shelah proved that if $\lambda$ is a singular strong-limit
cardinal and $2^\lambda=\lambda^+$, then $\square^*_\lambda$ entails the
existence of a normal $\lambda$-distributive $\lambda^+$-Aronszajn tree. Here,
it is proved that the same conclusion remains va... | [
0,
0,
1,
0,
0,
0
] |
Title: Gated Multimodal Units for Information Fusion,
Abstract: This paper presents a novel model for multimodal learning based on gated
neural networks. The Gated Multimodal Unit (GMU) model is intended to be used
as an internal unit in a neural network architecture whose purpose is to find
an intermediate representat... | [
0,
0,
0,
1,
0,
0
] |
Title: Birefringence induced by pp-wave modes in an electromagnetically active dynamic aether,
Abstract: In the framework of the Einstein-Maxwell-aether theory we study the
birefringence effect, which can occur in the pp-wave symmetric dynamic aether.
The dynamic aether is considered to be latently birefringent quasi-m... | [
0,
1,
0,
0,
0,
0
] |
Title: On generalizations of $p$-sets and their applications,
Abstract: The $p$-set, which is in a simple analytic form, is well distributed in unit
cubes. The well-known Weil's exponential sum theorem presents an upper bound of
the exponential sum over the $p$-set. Based on the result, one shows that the
$p$-set perfo... | [
1,
0,
1,
0,
0,
0
] |
Title: Modified Frank-Wolfe Algorithm for Enhanced Sparsity in Support Vector Machine Classifiers,
Abstract: This work proposes a new algorithm for training a re-weighted L2 Support
Vector Machine (SVM), inspired on the re-weighted Lasso algorithm of Candès
et al. and on the equivalence between Lasso and SVM shown rece... | [
1,
0,
0,
1,
0,
0
] |
Title: Multi-Task Domain Adaptation for Deep Learning of Instance Grasping from Simulation,
Abstract: Learning-based approaches to robotic manipulation are limited by the
scalability of data collection and accessibility of labels. In this paper, we
present a multi-task domain adaptation framework for instance grasping ... | [
1,
0,
0,
0,
0,
0
] |
Title: Hausdorff dimensions in $p$-adic analytic groups,
Abstract: Let $G$ be a finitely generated pro-$p$ group, equipped with the $p$-power
series. The associated metric and Hausdorff dimension function give rise to the
Hausdorff spectrum, which consists of the Hausdorff dimensions of closed
subgroups of $G$. In the ... | [
0,
0,
1,
0,
0,
0
] |
Title: Real-time brain machine interaction via social robot gesture control,
Abstract: Brain-Machine Interaction (BMI) system motivates interesting and promising
results in forward/feedback control consistent with human intention. It holds
great promise for advancements in patient care and applications to
neurorehabili... | [
1,
0,
0,
0,
0,
0
] |
Title: It Takes Two to Tango: Towards Theory of AI's Mind,
Abstract: Theory of Mind is the ability to attribute mental states (beliefs, intents,
knowledge, perspectives, etc.) to others and recognize that these mental states
may differ from one's own. Theory of Mind is critical to effective
communication and to teams d... | [
1,
0,
0,
0,
0,
0
] |
Title: Enhancing the Spectral Hardening of Cosmic TeV Photons by Mixing with Axionlike Particles in the Magnetized Cosmic Web,
Abstract: Large-scale extragalactic magnetic fields may induce conversions between
very-high-energy photons and axionlike particles (ALPs), thereby shielding the
photons from absorption on the ... | [
0,
1,
0,
0,
0,
0
] |
Title: Adelic point groups of elliptic curves,
Abstract: We show that for an elliptic curve E defined over a number field K, the group
E(A) of points of E over the adele ring A of K is a topological group that can
be analyzed in terms of the Galois representation associated to the torsion
points of E. An explicit descr... | [
0,
0,
1,
0,
0,
0
] |
Title: Fan-type spin structure in uni-axial chiral magnets,
Abstract: We investigate the spin structure of a uni-axial chiral magnet near the
transition temperatures in low fields perpendicular to the helical axis. We
find a fan-type modulation structure where the clockwise and counterclockwise
windings appear alternat... | [
0,
1,
0,
0,
0,
0
] |
Title: Direct estimation of density functionals using a polynomial basis,
Abstract: A number of fundamental quantities in statistical signal processing and
information theory can be expressed as integral functions of two probability
density functions. Such quantities are called density functionals as they map
density f... | [
1,
0,
0,
1,
0,
0
] |
Title: From bare interactions, low--energy constants and unitary gas to nuclear density functionals without free parameters: application to neutron matter,
Abstract: We further progress along the line of Ref. [Phys. Rev. {\bf A 94}, 043614
(2016)] where a functional for Fermi systems with anomalously large $s$-wave
sca... | [
0,
1,
0,
0,
0,
0
] |
Title: Diffusion Maps meet Nyström,
Abstract: Diffusion maps are an emerging data-driven technique for non-linear
dimensionality reduction, which are especially useful for the analysis of
coherent structures and nonlinear embeddings of dynamical systems. However, the
computational complexity of the diffusion maps algor... | [
0,
0,
0,
1,
0,
0
] |
Title: Deadly dark matter cusps vs faint and extended star clusters: Eridanus II and Andromeda XXV,
Abstract: The recent detection of two faint and extended star clusters in the central
regions of two Local Group dwarf galaxies, Eridanus II and Andromeda XXV,
raises the question of whether clusters with such low densit... | [
0,
1,
0,
0,
0,
0
] |
Title: Mutual Information, Relative Entropy and Estimation Error in Semi-martingale Channels,
Abstract: Fundamental relations between information and estimation have been
established in the literature for the continuous-time Gaussian and Poisson
channels, in a long line of work starting from the classical representatio... | [
1,
0,
0,
0,
0,
0
] |
Title: Criterion of positivity for semilinear problems with applications in biology,
Abstract: The goal of this article is to provide an useful criterion of positivity and
well-posedness for a wide range of infinite dimensional semilinear abstract
Cauchy problems. This criterion is based on some weak assumptions on the... | [
0,
0,
1,
0,
0,
0
] |
Title: Axiomatic quantum mechanics: Necessity and benefits for the physics studies,
Abstract: The ongoing progress in quantum theory emphasizes the crucial role of the
very basic principles of quantum theory. However, this is not properly followed
in teaching quantum mechanics on the graduate and undergraduate levels o... | [
0,
1,
0,
0,
0,
0
] |
Title: Kinetic modelling of competition and depletion of shared miRNAs by competing endogenous RNAs,
Abstract: Non-conding RNAs play a key role in the post-transcriptional regulation of
mRNA translation and turnover in eukaryotes. miRNAs, in particular, interact
with their target RNAs through protein-mediated, sequence... | [
0,
0,
0,
0,
1,
0
] |
Title: Fast Meta-Learning for Adaptive Hierarchical Classifier Design,
Abstract: We propose a new splitting criterion for a meta-learning approach to
multiclass classifier design that adaptively merges the classes into a
tree-structured hierarchy of increasingly difficult binary classification
problems. The classificat... | [
1,
0,
0,
1,
0,
0
] |
Title: Identification and Off-Policy Learning of Multiple Objectives Using Adaptive Clustering,
Abstract: In this work, we present a methodology that enables an agent to make
efficient use of its exploratory actions by autonomously identifying possible
objectives in its environment and learning them in parallel. The id... | [
1,
0,
0,
0,
0,
0
] |
Title: Spoken English Intelligibility Remediation with PocketSphinx Alignment and Feature Extraction Improves Substantially over the State of the Art,
Abstract: We use automatic speech recognition to assess spoken English learner
pronunciation based on the authentic intelligibility of the learners' spoken
responses det... | [
1,
0,
0,
1,
0,
0
] |
Title: Second-Order Analysis and Numerical Approximation for Bang-Bang Bilinear Control Problems,
Abstract: We consider bilinear optimal control problems, whose objective functionals do
not depend on the controls. Hence, bang-bang solutions will appear. We
investigate sufficient second-order conditions for bang-bang co... | [
0,
0,
1,
0,
0,
0
] |
Title: Robust Orchestration of Concurrent Application Workflows in Mobile Device Clouds,
Abstract: A hybrid mobile/fixed device cloud that harnesses sensing, computing,
communication, and storage capabilities of mobile and fixed devices in the
field as well as those of computing and storage servers in remote datacenter... | [
1,
0,
0,
0,
0,
0
] |
Title: Anisotropy and multiband superconductivity in Sr2RuO4,
Abstract: Despite numerous studies the exact nature of the order parameter in
superconducting Sr2RuO4 remains unresolved. We have extended previous
small-angle neutron scattering studies of the vortex lattice in this material
to a wider field range, higher t... | [
0,
1,
0,
0,
0,
0
] |
Title: Comparative Investigation of the High Pressure Autoignition of the Butanol Isomers,
Abstract: Investigation of the autoignition delay of the butanol isomers has been
performed at elevated pressures of 15 bar and 30 bar and low to intermediate
temperatures of 680-860 K. The reactivity of the stoichiometric isomer... | [
0,
1,
0,
0,
0,
0
] |
Title: Selecting optimal minimum spanning trees that share a topological correspondence with phylogenetic trees,
Abstract: Choi et. al (2011) introduced a minimum spanning tree (MST)-based method
called CLGrouping, for constructing tree-structured probabilistic graphical
models, a statistical framework that is commonly... | [
1,
0,
1,
0,
0,
0
] |
Title: A Game of Life on Penrose tilings,
Abstract: We define rules for cellular automata played on quasiperiodic tilings of the
plane arising from the multigrid method in such a way that these cellular
automata are isomorphic to Conway's Game of Life. Although these tilings are
nonperiodic, determining the next state ... | [
0,
1,
1,
0,
0,
0
] |
Title: Dimension-free Wasserstein contraction of nonlinear filters,
Abstract: For a class of partially observed diffusions, sufficient conditions are given
for the map from initial condition of the signal to filtering distribution to
be contractive with respect to Wasserstein distances, with rate which has no
dependenc... | [
0,
0,
1,
1,
0,
0
] |
Title: Vortex Nucleation Limited Mobility of Free Electron Bubbles in the Gross-Pitaevskii Model of a Superfluid,
Abstract: We study the motion of an electron bubble in the zero temperature limit where
neither phonons nor rotons provide a significant contribution to the drag
exerted on an ion moving within the superflu... | [
0,
1,
0,
0,
0,
0
] |
Title: Learning to Drive in a Day,
Abstract: We demonstrate the first application of deep reinforcement learning to
autonomous driving. From randomly initialised parameters, our model is able to
learn a policy for lane following in a handful of training episodes using a
single monocular image as input. We provide a gen... | [
1,
0,
0,
1,
0,
0
] |
Title: Strong-coupling of WSe2 in ultra-compact plasmonic nanocavities at room temperature,
Abstract: Strong-coupling of monolayer metal dichalcogenide semiconductors with light
offers encouraging prospects for realistic exciton devices at room temperature.
However, the nature of this coupling depends extremely sensiti... | [
0,
1,
0,
0,
0,
0
] |
Title: Stigmergy-based modeling to discover urban activity patterns from positioning data,
Abstract: Positioning data offer a remarkable source of information to analyze crowds
urban dynamics. However, discovering urban activity patterns from the emergent
behavior of crowds involves complex system modeling. An alternat... | [
1,
1,
0,
0,
0,
0
] |
Title: Bounded gaps between primes in short intervals,
Abstract: Baker, Harman, and Pintz showed that a weak form of the Prime Number Theorem
holds in intervals of the form $[x-x^{0.525},x]$ for large $x$. In this paper,
we extend a result of Maynard and Tao concerning small gaps between primes to
intervals of this len... | [
0,
0,
1,
0,
0,
0
] |
Title: Handover analysis of the Improved Phantom Cells,
Abstract: Improved Phantom cell is a new scenario which has been introduced recently to
enhance the capacity of Heterogeneous Networks (HetNets). The main trait of
this scenario is that, besides maximizing the total network capacity in both
indoor and outdoor envi... | [
1,
0,
0,
0,
0,
0
] |
Title: Software correlator for Radioastron mission,
Abstract: In this paper we discuss the characteristics and operation of Astro Space
Center (ASC) software FX correlator that is an important component of
space-ground interferometer for Radioastron project. This project performs
joint observations of compact radio sou... | [
0,
1,
0,
0,
0,
0
] |
Title: Isogenies for point counting on genus two hyperelliptic curves with maximal real multiplication,
Abstract: Schoof's classic algorithm allows point-counting for elliptic curves over
finite fields in polynomial time. This algorithm was subsequently improved by
Atkin, using factorizations of modular polynomials, an... | [
1,
0,
1,
0,
0,
0
] |
Title: Forecasting Transformative AI: An Expert Survey,
Abstract: Transformative AI technologies have the potential to reshape critical aspects
of society in the near future. However, in order to properly prepare policy
initiatives for the arrival of such technologies accurate forecasts and
timelines are necessary. A s... | [
1,
0,
0,
0,
0,
0
] |
Title: Change of grading, injective dimension and dualizing complexes,
Abstract: Let $G,H$ be groups, $\phi: G \rightarrow H$ a group morphism, and $A$ a
$G$-graded algebra. The morphism $\phi$ induces an $H$-grading on $A$, and on
any $G$-graded $A$-module, which thus becomes an $H$-graded $A$-module. Given
an injecti... | [
0,
0,
1,
0,
0,
0
] |
Title: Thermoelectric Cooperative Effect in Three-Terminal Elastic Transport through a Quantum Dot,
Abstract: The energy efficiency and power of a three-terminal thermoelectric nanodevice
are studied by considering elastic tunneling through a single quantum dot.
Facilitated by the three-terminal geometry, the nanodevic... | [
0,
1,
0,
0,
0,
0
] |
Title: DeepSaucer: Unified Environment for Verifying Deep Neural Networks,
Abstract: In recent years, a number of methods for verifying DNNs have been developed.
Because the approaches of the methods differ and have their own limitations, we
think that a number of verification methods should be applied to a developed
D... | [
1,
0,
0,
0,
0,
0
] |
Title: Binaural Source Localization based on Modulation-Domain Features and Decision Pooling,
Abstract: In this work we apply Amplitude Modulation Spectrum (AMS) features to the
source localization problem. Our approach computes 36 bilateral features for 2s
long signal segments and estimates the azimuthal directions of... | [
1,
0,
0,
0,
0,
0
] |
Title: Dynamic Shrinkage Processes,
Abstract: We propose a novel class of dynamic shrinkage processes for Bayesian time
series and regression analysis. Building upon a global-local framework of prior
construction, in which continuous scale mixtures of Gaussian distributions are
employed for both desirable shrinkage pro... | [
0,
0,
0,
1,
0,
0
] |
Title: Maximum likelihood estimators based on the block maxima method,
Abstract: The extreme value index is a fundamental parameter in univariate Extreme
Value Theory (EVT). It captures the tail behavior of a distribution and is
central in the extrapolation beyond observed data. Among other semi-parametric
methods (suc... | [
0,
0,
1,
1,
0,
0
] |
Title: Handling state space explosion in verification of component-based systems: A review,
Abstract: Component-based design is a different way of constructing systems which
offers numerous benefits, in particular, decreasing the complexity of system
design. However, deploying components into a system is a challenging ... | [
1,
0,
1,
0,
0,
0
] |
Title: A Framework for Relating the Structures and Recovery Statistics in Pressure Time-Series Surveys for Dust Devils,
Abstract: Dust devils are likely the dominant source of dust for the martian
atmosphere, but the amount and frequency of dust-lifting depend on the
statistical distribution of dust devil parameters. D... | [
0,
1,
0,
0,
0,
0
] |
Title: Optimal Envelope Approximation in Fourier Basis with Applications in TV White Space,
Abstract: Lowpass envelope approximation of smooth continuous-variable signals are
introduced in this work. Envelope approximations are necessary when a given
signal has to be approximated always to a larger value (such as in TV... | [
1,
0,
0,
0,
0,
0
] |
Title: Generalized Lambert series and arithmetic nature of odd zeta values,
Abstract: It is pointed out that the generalized Lambert series
$\displaystyle\sum_{n=1}^{\infty}\frac{n^{N-2h}}{e^{n^{N}x}-1}$ studied by
Kanemitsu, Tanigawa and Yoshimoto can be found on page $332$ of Ramanujan's
Lost Notebook in a slightly m... | [
0,
0,
1,
0,
0,
0
] |
Title: Static Free Space Detection with Laser Scanner using Occupancy Grid Maps,
Abstract: Drivable free space information is vital for autonomous vehicles that have to
plan evasive maneuvers in real-time. In this paper, we present a new efficient
method for environmental free space detection with laser scanner based o... | [
1,
0,
0,
0,
0,
0
] |
Title: Deuterium fractionation and H2D+ evolution in turbulent and magnetized cloud cores,
Abstract: High-mass stars are expected to form from dense prestellar cores. Their
precise formation conditions are widely discussed, including their virial
condition, which results in slow collapse for super-virial cores with str... | [
0,
1,
0,
0,
0,
0
] |
Title: Experimental data over quantum mechanics simulations for inferring the repulsive exponent of the Lennard-Jones potential in Molecular Dynamics,
Abstract: The Lennard-Jones (LJ) potential is a cornerstone of Molecular Dynamics (MD)
simulations and among the most widely used computational kernels in science.
The p... | [
0,
1,
0,
1,
0,
0
] |
Title: Ensemble Sampling,
Abstract: Thompson sampling has emerged as an effective heuristic for a broad range of
online decision problems. In its basic form, the algorithm requires computing
and sampling from a posterior distribution over models, which is tractable only
for simple special cases. This paper develops ens... | [
1,
0,
0,
1,
0,
0
] |
Title: A Data-Driven Sparse-Learning Approach to Model Reduction in Chemical Reaction Networks,
Abstract: In this paper, we propose an optimization-based sparse learning approach to
identify the set of most influential reactions in a chemical reaction network.
This reduced set of reactions is then employed to construct... | [
1,
0,
0,
0,
0,
0
] |
Title: Parity-Forbidden Transitions and Their Impacts on the Optical Absorption Properties of Lead-Free Metal Halide Perovskites and Double Perovskites,
Abstract: Using density-functional theory calculations, we analyze the optical
absorption properties of lead (Pb)-free metal halide perovskites
(AB$^{2+}$X$_3$) and do... | [
0,
1,
0,
0,
0,
0
] |
Title: Local methods for blocks of finite simple groups,
Abstract: This survey is about old and new results about the modular representation
theory of finite reductive groups with a strong emphasis on local methods. This
includes subpairs, Brauer's Main Theorems, fusion, Rickard equivalences. In the
defining characteri... | [
0,
0,
1,
0,
0,
0
] |
Title: Motion Planning for a Humanoid Mobile Manipulator System,
Abstract: A high redundant non-holonomic humanoid mobile dual-arm manipulator system is
presented in this paper where the motion planning to realize "human-like"
autonomous navigation and manipulation tasks is studied. Firstly, an improved
MaxiMin NSGA-II... | [
1,
0,
0,
0,
0,
0
] |
Title: Gravitational radiation from compact binary systems in screened modified gravity,
Abstract: Screened modified gravity (SMG) is a kind of scalar-tensor theory with
screening mechanisms, which can suppress the fifth force in dense regions and
allow theories to evade the solar system and laboratory tests. In this p... | [
0,
1,
0,
0,
0,
0
] |
Title: weedNet: Dense Semantic Weed Classification Using Multispectral Images and MAV for Smart Farming,
Abstract: Selective weed treatment is a critical step in autonomous crop management as
related to crop health and yield. However, a key challenge is reliable, and
accurate weed detection to minimize damage to surrou... | [
1,
0,
0,
0,
0,
0
] |
Title: An explicit determination of the $K$-theoretic structure constants of the affine Grassmannian associated to $SL_2$,
Abstract: Let $G:=\widehat{SL_2}$ denote the affine Kac-Moody group associated to
$SL_2$ and $\bar{\mathcal{X}}$ the associated affine Grassmannian. We determine
an inductive formula for the Schube... | [
0,
0,
1,
0,
0,
0
] |
Title: The Correct Application of Variance Concept in Measurement Theory,
Abstract: The existing measurement theory interprets the variance as the dispersion of
measured value, which is actually contrary to a general mathematical knowledge
that the variance of a constant is 0. This paper will fully demonstrate that
the... | [
0,
0,
1,
1,
0,
0
] |
Title: Modular curves with infinitely many cubic points,
Abstract: In this study, we determine all modular curves $X_0(N)$ that admit infinitely
many cubic points. | [
0,
0,
1,
0,
0,
0
] |
Title: Robust and Imperceptible Adversarial Attacks on Capsule Networks,
Abstract: Capsule Networks envision an innovative point of view about the
representation of the objects in the brain and preserve the hierarchical
spatial relationships between them. This type of networks exhibits a huge
potential for several Mach... | [
1,
0,
0,
1,
0,
0
] |
Title: Thermophoretic MHD Flow and Non-linear Radiative Heat Transfer with Convective Boundary Conditions over a Non-linearly Stretching Sheet,
Abstract: The effects of MHD boundary layer flow of non-linear thermal radiation with
convective heat transfer and non-uniform heat source/sink in presence of
thermophortic vel... | [
0,
1,
0,
0,
0,
0
] |
Title: Resting-state ASL : Toward an optimal sequence duration,
Abstract: Resting-state functional Arterial Spin Labeling (rs-fASL) in clinical daily
practice and academic research stay discreet compared to resting-state BOLD.
However, by giving direct access to cerebral blood flow maps, rs-fASL leads to
significant cl... | [
0,
0,
0,
0,
1,
0
] |
Title: Learning Neural Models for End-to-End Clustering,
Abstract: We propose a novel end-to-end neural network architecture that, once trained,
directly outputs a probabilistic clustering of a batch of input examples in one
pass. It estimates a distribution over the number of clusters $k$, and for each
$1 \leq k \leq ... | [
0,
0,
0,
1,
0,
0
] |
Title: Anomalous transport properties in Nb/Bi1.95Sb0.05Se3 hybrid structure,
Abstract: We report the proximity induced anomalous transport behavior in a Nb
Bi1.95Sb0.05Se3 heterostructure. Mechanically Exfoliated single crystal of
Bi1.95Sb0.05Se3 topological insulator (TI) is partially covered with a 100 nm
thick Niob... | [
0,
1,
0,
0,
0,
0
] |
Title: Adaptive local surface refinement based on LR NURBS and its application to contact,
Abstract: A novel adaptive local surface refinement technique based on Locally Refined
Non-Uniform Rational B-Splines (LR NURBS) is presented. LR NURBS can model
complex geometries exactly and are the rational extension of LR B-s... | [
1,
0,
0,
0,
0,
0
] |
Title: Trusted Multi-Party Computation and Verifiable Simulations: A Scalable Blockchain Approach,
Abstract: Large-scale computational experiments, often running over weeks and over
large datasets, are used extensively in fields such as epidemiology,
meteorology, computational biology, and healthcare to understand phen... | [
1,
0,
0,
0,
0,
0
] |
Title: Design of the Artificial: lessons from the biological roots of general intelligence,
Abstract: Our desire and fascination with intelligent machines dates back to the
antiquity's mythical automaton Talos, Aristotle's mode of mechanical thought
(syllogism) and Heron of Alexandria's mechanical machines and automata... | [
1,
1,
0,
0,
0,
0
] |
Title: SimProp v2r4: Monte Carlo simulation code for UHECR propagation,
Abstract: We introduce the new version of SimProp, a Monte Carlo code for simulating
the propagation of ultra-high energy cosmic rays in intergalactic space. This
version, SimProp v2r4, together with an overall improvement of the code
capabilities ... | [
0,
1,
0,
0,
0,
0
] |
Title: Non-negative Matrix Factorization via Archetypal Analysis,
Abstract: Given a collection of data points, non-negative matrix factorization (NMF)
suggests to express them as convex combinations of a small set of `archetypes'
with non-negative entries. This decomposition is unique only if the true
archetypes are no... | [
1,
0,
0,
0,
0,
0
] |
Title: An Extended Low Fat Allocator API and Applications,
Abstract: The primary function of memory allocators is to allocate and deallocate
chunks of memory primarily through the malloc API. Many memory allocators also
implement other API extensions, such as deriving the size of an allocated
object from the object's p... | [
1,
0,
0,
0,
0,
0
] |
Title: Permutation Tests for Infection Graphs,
Abstract: We formulate and analyze a novel hypothesis testing problem for inferring the
edge structure of an infection graph. In our model, a disease spreads over a
network via contagion or random infection, where the random variables governing
the rates of contracting the... | [
1,
0,
1,
1,
0,
0
] |
Title: Exploring deep learning as an event classification method for the Cherenkov Telescope Array,
Abstract: Telescopes based on the imaging atmospheric Cherenkov technique (IACTs)
detect images of the atmospheric showers generated by gamma rays and cosmic
rays as they are absorbed by the atmosphere. The much more fre... | [
0,
1,
0,
0,
0,
0
] |
Title: Discriminant circle bundles over local models of Strebel graphs and Boutroux curves,
Abstract: We study special circle bundles over two elementary moduli spaces of
meromorphic quadratic differentials with real periods denoted by $\mathcal
Q_0^{\mathbb R}(-7)$ and $\mathcal Q^{\mathbb R}_0([-3]^2)$. The space
$\m... | [
0,
1,
1,
0,
0,
0
] |
Title: Far-field theory for trajectories of magnetic ellipsoids in rectangular and circular channels,
Abstract: We report a method to control the positions of ellipsoidal magnets in flowing
channels of rectangular or circular cross section at low Reynolds number.A
static uniform magnetic field is used to pin the partic... | [
0,
1,
0,
0,
0,
0
] |
Title: On M-functions associated with modular forms,
Abstract: Let $f$ be a primitive cusp form of weight $k$ and level $N,$ let $\chi$ be a
Dirichlet character of conductor coprime with $N,$ and let
$\mathfrak{L}(f\otimes \chi, s)$ denote either $\log L(f\otimes \chi, s)$ or
$(L'/L)(f\otimes \chi, s).$ In this article... | [
0,
0,
1,
0,
0,
0
] |
Title: Stability of casein micelles cross-linked with genipin: a physicochemical study as a function of pH,
Abstract: Chemical or enzymatic cross-linking of casein micelles (CMs) increases their
stability against dissociating agents. In this paper, a comparative study of
stability between native CMs and CMs cross-linke... | [
0,
1,
0,
0,
0,
0
] |
Title: Kites and Residuated Lattices,
Abstract: We investigate a construction of an integral residuated lattice starting from
an integral residuated lattice and two sets with an injective mapping from one
set into the second one. The resulting algebra has a shape of a Chinese cascade
kite, therefore, we call this algeb... | [
0,
0,
1,
0,
0,
0
] |
Title: TED Talk Recommender Using Speech Transcripts,
Abstract: Nowadays, online video platforms mostly recommend related videos by analyzing
user-driven data such as viewing patterns, rather than the content of the
videos. However, content is more important than any other element when videos
aim to deliver knowledge. ... | [
1,
0,
0,
0,
0,
0
] |
Title: Triplet Network with Attention for Speaker Diarization,
Abstract: In automatic speech processing systems, speaker diarization is a crucial
front-end component to separate segments from different speakers. Inspired by
the recent success of deep neural networks (DNNs) in semantic inferencing,
triplet loss-based ar... | [
0,
0,
0,
1,
0,
0
] |
Title: Adaptive Path-Integral Autoencoder: Representation Learning and Planning for Dynamical Systems,
Abstract: We present a representation learning algorithm that learns a low-dimensional
latent dynamical system from high-dimensional \textit{sequential} raw data,
e.g., video. The framework builds upon recent advances... | [
1,
0,
0,
1,
0,
0
] |
Title: Hybrid Collaborative Recommendation via Semi-AutoEncoder,
Abstract: In this paper, we present a novel structure, Semi-AutoEncoder, based on
AutoEncoder. We generalize it into a hybrid collaborative filtering model for
rating prediction as well as personalized top-n recommendations. Experimental
results on two re... | [
1,
0,
0,
0,
0,
0
] |
Title: The Linear Point: A cleaner cosmological standard ruler,
Abstract: We show how a characteristic length scale imprinted in the galaxy two-point
correlation function, dubbed the "linear point", can serve as a comoving
cosmological standard ruler. In contrast to the Baryon Acoustic Oscillation
peak location, this s... | [
0,
1,
0,
0,
0,
0
] |
Title: Stochastic Primal-Dual Method on Riemannian Manifolds with Bounded Sectional Curvature,
Abstract: We study a stochastic primal-dual method for constrained optimization over
Riemannian manifolds with bounded sectional curvature. We prove non-asymptotic
convergence to the optimal objective value. More precisely, f... | [
0,
0,
1,
0,
0,
0
] |
Title: ExSIS: Extended Sure Independence Screening for Ultrahigh-dimensional Linear Models,
Abstract: Statistical inference can be computationally prohibitive in
ultrahigh-dimensional linear models. Correlation-based variable screening, in
which one leverages marginal correlations for removal of irrelevant variables
fr... | [
0,
0,
1,
1,
0,
0
] |
Title: Pressure tuning of structure, superconductivity and novel magnetic order in the Ce-underdoped electron-doped cuprate T'-Pr_1.3-xLa_0.7Ce_xCuO_4 (x = 0.1),
Abstract: High-pressure neutron powder diffraction, muon-spin rotation and
magnetization studies of the structural, magnetic and the superconducting
propertie... | [
0,
1,
0,
0,
0,
0
] |
Title: Subset Labeled LDA for Large-Scale Multi-Label Classification,
Abstract: Labeled Latent Dirichlet Allocation (LLDA) is an extension of the standard
unsupervised Latent Dirichlet Allocation (LDA) algorithm, to address
multi-label learning tasks. Previous work has shown it to perform in par with
other state-of-the... | [
0,
0,
0,
1,
0,
0
] |
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