text stringlengths 57 2.88k | labels listlengths 6 6 |
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Title: Spin Precession Experiments for Light Axionic Dark Matter,
Abstract: Axion-like particles are promising candidates to make up the dark matter of
the universe, but it is challenging to design experiments that can detect them
over their entire allowed mass range. Dark matter in general, and in particular
axion-lik... | [
0,
1,
0,
0,
0,
0
] |
Title: Persistence barcodes and Laplace eigenfunctions on surfaces,
Abstract: We obtain restrictions on the persistence barcodes of Laplace-Beltrami
eigenfunctions and their linear combinations on compact surfaces with
Riemannian metrics. Some applications to uniform approximation by linear
combinations of Laplace eige... | [
0,
0,
1,
0,
0,
0
] |
Title: DFT study of ionic liquids adsorption on circumcoronene shaped graphene,
Abstract: Carbon materials have a range of properties such as high electrical
conductivity, high specific surface area, and mechanical flexibility are
relevant for electrochemical applications. Carbon materials are utilised in
energy conver... | [
0,
1,
0,
0,
0,
0
] |
Title: On the overestimation of the largest eigenvalue of a covariance matrix,
Abstract: In this paper, we use a new approach to prove that the largest eigenvalue of
the sample covariance matrix of a normally distributed vector is bigger than
the true largest eigenvalue with probability 1 when the dimension is infinite... | [
0,
0,
1,
1,
0,
0
] |
Title: Thermodynamic Mechanism of Life and Aging,
Abstract: Life is a complex biological phenomenon represented by numerous chemical,
physical and biological processes performed by a biothermodynamic
system/cell/organism. Both living organisms and inanimate objects are subject
to aging, a biological and physicochemical... | [
0,
0,
0,
0,
1,
0
] |
Title: Flat families of point schemes for connected graded algebras,
Abstract: We study truncated point schemes of connected graded algebras as families
over the parameter space of varying relations for the algebras, proving that
the families are flat over the open dense locus where the point schemes achieve
the expect... | [
0,
0,
1,
0,
0,
0
] |
Title: Multi-task Learning in the Computerized Diagnosis of Breast Cancer on DCE-MRIs,
Abstract: Hand-crafted features extracted from dynamic contrast-enhanced magnetic
resonance images (DCE-MRIs) have shown strong predictive abilities in
characterization of breast lesions. However, heterogeneity across medical image
d... | [
0,
1,
0,
0,
0,
0
] |
Title: Real-time Distracted Driver Posture Classification,
Abstract: In this paper, we present a new dataset for "distracted driver" posture
estimation. In addition, we propose a novel system that achieves 95.98% driving
posture estimation classification accuracy. The system consists of a
genetically-weighted ensemble ... | [
1,
0,
0,
0,
0,
0
] |
Title: Time Series Cube Data Model,
Abstract: The purpose of this document is to create a data model and its serialization
for expressing generic time series data. Already existing IVOA data models are
reused as much as possible. The model is also made as generic as possible to be
open to new extensions but at the same... | [
1,
1,
0,
0,
0,
0
] |
Title: Markov modeling of peptide folding in the presence of protein crowders,
Abstract: We use Markov state models (MSMs) to analyze the dynamics of a
$\beta$-hairpin-forming peptide in Monte Carlo (MC) simulations with
interacting protein crowders, for two different types of crowder proteins
[bovine pancreatic trypsi... | [
0,
0,
0,
0,
1,
0
] |
Title: Ultra-fast magnetization manipulation using single femtosecond light and hot-electrons pulse,
Abstract: Current induced magnetization manipulation is a key issue for spintronic
application. Therefore, deterministic switching of the magnetization at the
picoseconds timescale with a single electronic pulse represe... | [
0,
1,
0,
0,
0,
0
] |
Title: Grain Boundary Resistance in Copper Interconnects from an Atomistic Model to a Neural Network,
Abstract: Orientation effects on the resistivity of copper grain boundaries are studied
systematically with two different atomistic tight binding methods. A
methodology is developed to model the resistivity of grain bo... | [
0,
1,
0,
0,
0,
0
] |
Title: Some remarkable infinite product identities involving Fibonacci and Lucas numbers,
Abstract: By applying the classic telescoping summation formula and its variants to
identities involving inverse hyperbolic tangent functions having inverse powers
of the golden ratio as arguments and employing subtle properties o... | [
0,
0,
1,
0,
0,
0
] |
Title: Limit Theorems in Mallows Distance for Processes with Gibssian Dependence,
Abstract: In this paper, we explore the connection between convergence in distribution
and Mallows distance in the context of positively associated random variables.
Our results extend some known invariance principles for sequences with F... | [
0,
0,
1,
0,
0,
0
] |
Title: Localized-endemic state transition in the susceptible-infected-susceptible model on networks,
Abstract: It is a longstanding debate concerning the absence of threshold for the
susceptible-infected-susceptible spreading model on networks with localized
state. The key to resolve this controversy is the dynamical i... | [
0,
1,
0,
0,
0,
0
] |
Title: Analytic approximation of solutions of parabolic partial differential equations with variable coefficients,
Abstract: A complete family of solutions for the one-dimensional reaction-diffusion
equation \[ u_{xx}(x,t)-q(x)u(x,t) = u_t(x,t) \] with a coefficient $q$
depending on $x$ is constructed. The solutions re... | [
0,
0,
1,
0,
0,
0
] |
Title: Final-State Constrained Optimal Control via a Projection Operator Approach,
Abstract: In this paper we develop a numerical method to solve nonlinear optimal
control problems with final-state constraints. Specifically, we extend the
PRojection Operator based Netwon's method for Trajectory Optimization (PRONTO),
w... | [
1,
0,
0,
0,
0,
0
] |
Title: Robust Tracking with Model Mismatch for Fast and Safe Planning: an SOS Optimization Approach,
Abstract: In the pursuit of real-time motion planning, a commonly adopted practice is
to compute a trajectory by running a planning algorithm on a simplified,
low-dimensional dynamical model, and then employ a feedback ... | [
1,
0,
0,
0,
0,
0
] |
Title: Robust Gaussian Stochastic Process Emulation,
Abstract: We consider estimation of the parameters of a Gaussian Stochastic Process
(GaSP), in the context of emulation (approximation) of computer models for
which the outcomes are real-valued scalars. The main focus is on estimation of
the GaSP parameters through v... | [
0,
0,
1,
1,
0,
0
] |
Title: Observing the Atmospheres of Known Temperate Earth-sized Planets with JWST,
Abstract: Nine transiting Earth-sized planets have recently been discovered around
nearby late M dwarfs, including the TRAPPIST-1 planets and two planets
discovered by the MEarth survey, GJ 1132b and LHS 1140b. These planets are the
smal... | [
0,
1,
0,
0,
0,
0
] |
Title: Front Propagation for Nonlocal KPP Reaction-Diffusion Equations in Periodic Media,
Abstract: We study front propagation phenomena for a large class of nonlocal KPP-type
reaction-diffusion equations in oscillatory environments, which model various
forms of population growth with periodic dependence. The nonlocal ... | [
0,
0,
1,
0,
0,
0
] |
Title: Distributed Functional Observers for LTI Systems,
Abstract: We study the problem of designing distributed functional observers for LTI
systems. Specifically, we consider a setting consisting of a state vector that
evolves over time according to a dynamical process. A set of nodes distributed
over a communication... | [
0,
0,
1,
0,
0,
0
] |
Title: Wavelet eigenvalue regression for $n$-variate operator fractional Brownian motion,
Abstract: In this contribution, we extend the methodology proposed in Abry and Didier
(2017) to obtain the first joint estimator of the real parts of the Hurst
eigenvalues of $n$-variate OFBM. The procedure consists of a wavelet r... | [
0,
0,
1,
1,
0,
0
] |
Title: Deep Neural Network for Analysis of DNA Methylation Data,
Abstract: Many researches demonstrated that the DNA methylation, which occurs in the
context of a CpG, has strong correlation with diseases, including cancer. There
is a strong interest in analyzing the DNA methylation data to find how to
distinguish diff... | [
0,
0,
0,
1,
1,
0
] |
Title: One look at the rating of scientific publications and corresponding toy-model,
Abstract: A toy-model of publications and citations processes is proposed. The model
shows that the role of randomness in the processes is essential and cannot be
ignored. Some other aspects of scientific publications rating are discu... | [
1,
0,
0,
1,
0,
0
] |
Title: Alignment, Orientation, and Coulomb Explosion of Difluoroiodobenzene Studied with the Pixel Imaging Mass Spectrometry (PImMS) Camera,
Abstract: Laser-induced adiabatic alignment and mixed-field orientation of
2,6-difluoroiodobenzene (C6H3F2I) molecules are probed by Coulomb explosion
imaging following either nea... | [
0,
1,
0,
0,
0,
0
] |
Title: Unsupervised Machine Learning of Open Source Russian Twitter Data Reveals Global Scope and Operational Characteristics,
Abstract: We developed and used a collection of statistical methods (unsupervised
machine learning) to extract relevant information from a Twitter supplied data
set consisting of alleged Russia... | [
1,
0,
0,
0,
0,
0
] |
Title: Distributed, scalable and gossip-free consensus optimization with application to data analysis,
Abstract: Distributed algorithms for solving additive or consensus optimization
problems commonly rely on first-order or proximal splitting methods. These
algorithms generally come with restrictive assumptions and at ... | [
0,
0,
1,
0,
0,
0
] |
Title: Consistency of Maximum Likelihood for Continuous-Space Network Models,
Abstract: Network analysis needs tools to infer distributions over graphs of arbitrary
size from a single graph. Assuming the distribution is generated by a
continuous latent space model which obeys certain natural symmetry and
smoothness pro... | [
0,
0,
1,
1,
0,
0
] |
Title: Consistency Results for Stationary Autoregressive Processes with Constrained Coefficients,
Abstract: We consider stationary autoregressive processes with coefficients restricted
to an ellipsoid, which includes autoregressive processes with absolutely
summable coefficients. We provide consistency results under di... | [
0,
0,
0,
1,
0,
0
] |
Title: Higher order mobile coverage control with application to localization,
Abstract: Most current results on coverage control using mobile sensors require that
one partitioned cell is associated with precisely one sensor. In this paper, we
consider a class of coverage control problems involving higher order Voronoi
... | [
1,
0,
0,
0,
0,
0
] |
Title: Borg's Periodicity Theorems for first order self-adjoint systems with complex potentials,
Abstract: A self-adjoint first order system with Hermitian $\pi$-periodic potential
$Q(z)$, integrable on compact sets, is considered. It is shown that all zeros
of $\Delta + 2e^{-i\int_0^\pi \Im q dt}$ are double zeros if ... | [
0,
0,
1,
0,
0,
0
] |
Title: On the Ubiquity of Information Inconsistency for Conjugate Priors,
Abstract: Informally, "Information Inconsistency" is the property that has been
observed in many Bayesian hypothesis testing and model selection procedures
whereby the Bayesian conclusion does not become definitive when the data seems
to become d... | [
0,
0,
1,
1,
0,
0
] |
Title: Competition evolution of Rayleigh-Taylor bubbles,
Abstract: Material mixing induced by a Rayleigh-Taylor instability occurs ubiquitously
in either nature or engineering when a light fluid pushes against a heavy
fluid, accompanying with the formation and evolution of chaotic bubbles. Its
general evolution involve... | [
0,
1,
0,
0,
0,
0
] |
Title: Nonlinear oblique projections,
Abstract: We construct nonlinear oblique projections along subalgebras of nilpotent Lie
algebras in terms of the Baker-Campbell-Hausdorff multiplication. We prove that
these nonlinear projections are real analytic on every Schubert cell of the
Grassmann manifold whose points are th... | [
0,
0,
1,
0,
0,
0
] |
Title: Granger Mediation Analysis of Multiple Time Series with an Application to fMRI,
Abstract: It becomes increasingly popular to perform mediation analysis for complex
data from sophisticated experimental studies. In this paper, we present Granger
Mediation Analysis (GMA), a new framework for causal mediation analys... | [
0,
0,
0,
1,
0,
0
] |
Title: Parameterization of Sequence of MFCCs for DNN-based voice disorder detection,
Abstract: In this article a DNN-based system for detection of three common voice
disorders (vocal nodules, polyps and cysts; laryngeal neoplasm; unilateral
vocal paralysis) is presented. The input to the algorithm is (at least 3-second... | [
1,
0,
0,
0,
0,
0
] |
Title: Near-Optimal Adversarial Policy Switching for Decentralized Asynchronous Multi-Agent Systems,
Abstract: A key challenge in multi-robot and multi-agent systems is generating
solutions that are robust to other self-interested or even adversarial parties
who actively try to prevent the agents from achieving their g... | [
1,
0,
0,
0,
0,
0
] |
Title: Structural Connectome Validation Using Pairwise Classification,
Abstract: In this work, we study the extent to which structural connectomes and
topological derivative measures are unique to individual changes within human
brains. To do so, we classify structural connectome pairs from two large
longitudinal datas... | [
1,
0,
0,
0,
0,
0
] |
Title: Deep Robust Kalman Filter,
Abstract: A Robust Markov Decision Process (RMDP) is a sequential decision making model
that accounts for uncertainty in the parameters of dynamic systems. This
uncertainty introduces difficulties in learning an optimal policy, especially
for environments with large state spaces. We pr... | [
1,
0,
0,
1,
0,
0
] |
Title: Universal Statistics of Fisher Information in Deep Neural Networks: Mean Field Approach,
Abstract: The Fisher information matrix (FIM) is a fundamental quantity to represent
the characteristics of a stochastic model, including deep neural networks
(DNNs). The present study reveals novel statistics of FIM that ar... | [
0,
0,
0,
1,
0,
0
] |
Title: An extension problem and trace Hardy inequality for the sublaplacian on $H$-type groups,
Abstract: In this paper we study the extension problem for the sublaplacian on a
$H$-type group and use the solutions to prove trace Hardy and Hardy
inequalities for fractional powers of the sublaplacian. | [
0,
0,
1,
0,
0,
0
] |
Title: Centered Isotonic Regression: Point and Interval Estimation for Dose-Response Studies,
Abstract: Univariate isotonic regression (IR) has been used for nonparametric
estimation in dose-response and dose-finding studies. One undesirable property
of IR is the prevalence of piecewise-constant stretches in its estima... | [
0,
0,
0,
1,
0,
0
] |
Title: Denoising Neural Machine Translation Training with Trusted Data and Online Data Selection,
Abstract: Measuring domain relevance of data and identifying or selecting well-fit
domain data for machine translation (MT) is a well-studied topic, but denoising
is not yet. Denoising is concerned with a different type of... | [
0,
0,
0,
1,
0,
0
] |
Title: Discovering Signals from Web Sources to Predict Cyber Attacks,
Abstract: Cyber attacks are growing in frequency and severity. Over the past year alone
we have witnessed massive data breaches that stole personal information of
millions of people and wide-scale ransomware attacks that paralyzed critical
infrastruc... | [
1,
0,
0,
1,
0,
0
] |
Title: Higher-degree Smoothness of Perturbations I,
Abstract: In this paper and its sequels, we give an unified treatment of the
higher-degree smoothness of admissible perturbations and related results used
in the global perturbation method for GW and Floer theories. | [
0,
0,
1,
0,
0,
0
] |
Title: Space Telescope and Optical Reverberation Mapping Project. V. Optical Spectroscopic Campaign and Emission-Line Analysis for NGC 5548,
Abstract: We present the results of an optical spectroscopic monitoring program
targeting NGC 5548 as part of a larger multi-wavelength reverberation mapping
campaign. The campaig... | [
0,
1,
0,
0,
0,
0
] |
Title: An Inexact Regularized Newton Framework with a Worst-Case Iteration Complexity of $\mathcal{O}(ε^{-3/2})$ for Nonconvex Optimization,
Abstract: An algorithm for solving smooth nonconvex optimization problems is proposed
that, in the worst-case, takes $\mathcal{O}(\epsilon^{-3/2})$ iterations to
drive the norm of... | [
0,
0,
1,
0,
0,
0
] |
Title: An inverse problem for Maxwell's equations with Lipschitz parameters,
Abstract: We consider an inverse boundary value problem for Maxwell's equations, which
aims to recover the electromagnetic material properties of a body from
measurements on the boundary. We show that a Lipschitz continuous conductivity,
elect... | [
0,
0,
1,
0,
0,
0
] |
Title: Context Aware Robot Navigation using Interactively Built Semantic Maps,
Abstract: We discuss the process of building semantic maps, how to interactively label
entities in them, and how to use them to enable context-aware navigation
behaviors in human environments. We utilize planar surfaces, such as walls and
ta... | [
1,
0,
0,
0,
0,
0
] |
Title: Disentangling by Partitioning: A Representation Learning Framework for Multimodal Sensory Data,
Abstract: Multimodal sensory data resembles the form of information perceived by humans
for learning, and are easy to obtain in large quantities. Compared to unimodal
data, synchronization of concepts between modaliti... | [
0,
0,
0,
1,
0,
0
] |
Title: Blind Gain and Phase Calibration via Sparse Spectral Methods,
Abstract: Blind gain and phase calibration (BGPC) is a bilinear inverse problem
involving the determination of unknown gains and phases of the sensing system,
and the unknown signal, jointly. BGPC arises in numerous applications, e.g.,
blind albedo es... | [
1,
0,
0,
0,
0,
0
] |
Title: Reconciling cooperation, biodiversity and stability in complex ecological communities,
Abstract: Empirical observations show that ecological communities can have a huge
number of coexisting species, also with few or limited number of resources.
These ecosystems are characterized by multiple type of interactions,... | [
0,
0,
0,
0,
1,
0
] |
Title: The Young L Dwarf 2MASS J11193254-1137466 is a Planetary-Mass Binary,
Abstract: We have discovered that the extremely red, low-gravity L7 dwarf 2MASS
J11193254-1137466 is a 0.14" (3.6 AU) binary using Keck laser guide star
adaptive optics imaging. 2MASS J11193254-1137466 has previously been identified
as a likel... | [
0,
1,
0,
0,
0,
0
] |
Title: Diversity of Abundance Patterns of Light Neutron-capture Elements in Very-metal-poor Stars,
Abstract: We determine the abundances of neutron-capture elements from Sr to Eu for
five very-metal-poor stars (-3<[Fe/H]<-2) in the Milky Way halo to reveal the
origin of light neutron-capture elements. Previous spectros... | [
0,
1,
0,
0,
0,
0
] |
Title: Hypergames and Cyber-Physical Security for Control Systems,
Abstract: The identification of the Stuxnet worm in 2010 provided a highly publicized
example of a cyber attack used to damage an industrial control system
physically. This raised public awareness about the possibility of similar
attacks against other i... | [
1,
0,
0,
0,
0,
0
] |
Title: Measuring the academic reputation through citation networks via PageRank,
Abstract: The objective assessment of the prestige of an academic institution is a
difficult and hotly debated task. In the last few years, different types of
University Rankings have been proposed to quantify the excellence of different
r... | [
1,
0,
0,
0,
0,
0
] |
Title: A Model Order Reduction Algorithm for Estimating the Absorption Spectrum,
Abstract: The ab initio description of the spectral interior of the absorption spectrum
poses both a theoretical and computational challenge for modern electronic
structure theory. Due to the often spectrally dense character of this domain... | [
1,
1,
0,
0,
0,
0
] |
Title: Uniform rank gradient, cost and local-global convergence,
Abstract: We analyze the rank gradient of finitely generated groups with respect to
sequences of subgroups of finite index that do not necessarily form a chain, by
connecting it to the cost of p.m.p. actions. We generalize several results that
were only k... | [
0,
0,
1,
0,
0,
0
] |
Title: Optimal design of a model energy conversion device,
Abstract: Fuel cells, batteries, thermochemical and other energy conversion devices
involve the transport of a number of (electro-)chemical species through
distinct materials so that they can meet and react at specified multi-material
interfaces. Therefore, mor... | [
0,
1,
1,
0,
0,
0
] |
Title: Mining Communication Data in a Music Community: A Preliminary Analysis,
Abstract: Comments play an important role within online creative communities because
they make it possible to foster the production and improvement of authors'
artifacts. We investigate how comment-based communication help shape members'
beh... | [
1,
0,
0,
0,
0,
0
] |
Title: Multidimensional VlasovPoisson Simulations with High-order Monotonicity- and Positivity-preserving Schemes,
Abstract: We develop new numerical schemes for Vlasov--Poisson equations with
high-order accuracy. Our methods are based on a spatially
monotonicity-preserving (MP) scheme and are modified suitably so that... | [
0,
1,
0,
0,
0,
0
] |
Title: Markov Chain Monte Carlo Methods for Bayesian Data Analysis in Astronomy,
Abstract: Markov Chain Monte Carlo based Bayesian data analysis has now become the
method of choice for analyzing and interpreting data in almost all disciplines
of science. In astronomy, over the last decade, we have also seen a steady
in... | [
0,
1,
0,
1,
0,
0
] |
Title: Stable splitting of mapping spaces via nonabelian Poincaré duality,
Abstract: We use nonabelian Poincaré duality to recover the stable splitting of
compactly supported mapping spaces, $\rm{Map_c}$$(M,\Sigma^nX)$, where $M$ is a
parallelizable $n$-manifold. Our method for deriving this splitting is new, and
natur... | [
0,
0,
1,
0,
0,
0
] |
Title: Static Gesture Recognition using Leap Motion,
Abstract: In this report, an automated bartender system was developed for making orders
in a bar using hand gestures. The gesture recognition of the system was
developed using Machine Learning techniques, where the model was trained to
classify gestures using collect... | [
1,
0,
0,
1,
0,
0
] |
Title: B-spline-like bases for $C^2$ cubics on the Powell-Sabin 12-split,
Abstract: For spaces of constant, linear, and quadratic splines of maximal smoothness
on the Powell-Sabin 12-split of a triangle, the so-called S-bases were recently
introduced. These are simplex spline bases with B-spline-like properties on the
... | [
1,
0,
0,
0,
0,
0
] |
Title: Synthesizing Correlations with Computational Likelihood Approach: Vitamin C Data,
Abstract: It is known that the primary source of dietary vitamin C is fruit and
vegetables and the plasma level of vitamin C has been considered a good
surrogate biomarker of vitamin C intake by fruit and vegetable consumption. To
... | [
0,
0,
0,
1,
0,
0
] |
Title: Axion detection via Topological Casimir Effect,
Abstract: We propose a new table-top experimental configuration for the direct
detection of dark matter axions with mass in the $(10^{-6} \rm eV - 10^{-2} \rm
eV)$ range using non-perturbative effects in a system with non-trivial spatial
topology. Different from mo... | [
0,
1,
0,
0,
0,
0
] |
Title: Novel Feature-Based Clustering of Micro-Panel Data (CluMP),
Abstract: Micro-panel data are collected and analysed in many research and industry
areas. Cluster analysis of micro-panel data is an unsupervised learning
exploratory method identifying subgroup clusters in a data set which include
homogeneous objects ... | [
0,
0,
0,
1,
0,
0
] |
Title: Ab initio effective Hamiltonians for cuprate superconductors,
Abstract: Ab initio low-energy effective Hamiltonians of two typical high-temperature
copper-oxide superconductors, whose mother compounds are La$_2$CuO$_4$ and
HgBa$_2$CuO$_4$, are derived by utilizing the multi-scale ab initio scheme for
correlated ... | [
0,
1,
0,
0,
0,
0
] |
Title: Longitudinal data analysis using matrix completion,
Abstract: In clinical practice and biomedical research, measurements are often
collected sparsely and irregularly in time while the data acquisition is
expensive and inconvenient. Examples include measurements of spine bone mineral
density, cancer growth throug... | [
0,
0,
0,
1,
0,
0
] |
Title: Emission-line Diagnostics of Nearby HII Regions Including Supernova Hosts,
Abstract: We present a new model of the optical nebular emission from HII regions by
combin- ing the results of the Binary Population and Spectral Synthesis (bpass)
code with the photoion- ization code cloudy (Ferland et al. 1998). We exp... | [
0,
1,
0,
0,
0,
0
] |
Title: On monomial linearisation and supercharacters of pattern subgroups,
Abstract: Column closed pattern subgroups $U$ of the finite upper unitriangular groups
$U_n(q)$ are defined as sets of matrices in $U_n(q)$ having zeros in a
prescribed set of columns besides the diagonal ones. We explain Jedlitschky's
construct... | [
0,
0,
1,
0,
0,
0
] |
Title: The Structural Fate of Individual Multicomponent Metal-Oxide Nanoparticles in Polymer Nanoreactors,
Abstract: Multicomponent nanoparticles can be synthesized with either homogeneous or
phase-segregated architectures depending on the synthesis conditions and
elements incorporated. To understand the parameters tha... | [
0,
1,
0,
0,
0,
0
] |
Title: On Compression of Unsupervised Neural Nets by Pruning Weak Connections,
Abstract: Unsupervised neural nets such as Restricted Boltzmann Machines(RBMs) and Deep
Belif Networks(DBNs), are powerful in automatic feature extraction,unsupervised
weight initialization and density estimation. In this paper,we demonstrat... | [
1,
0,
0,
0,
0,
0
] |
Title: A matrix generalization of a theorem of Fine,
Abstract: In 1947 Nathan Fine gave a beautiful product for the number of binomial
coefficients $\binom{n}{m}$, for $m$ in the range $0 \leq m \leq n$, that are
not divisible by $p$. We give a matrix product that generalizes Fine's formula,
simultaneously counting bin... | [
1,
0,
1,
0,
0,
0
] |
Title: Training Multi-Task Adversarial Network For Extracting Noise-Robust Speaker Embedding,
Abstract: Under noisy environments, to achieve the robust performance of speaker
recognition is still a challenging task. Motivated by the promising performance
of multi-task training in a variety of image processing tasks, we... | [
1,
0,
0,
0,
0,
0
] |
Title: Playing Games with Bounded Entropy,
Abstract: In this paper, we consider zero-sum repeated games in which the maximizer is
restricted to strategies requiring no more than a limited amount of randomness.
Particularly, we analyze the maxmin payoff of the maximizer in two models: the
first model forces the maximize... | [
1,
0,
0,
0,
0,
0
] |
Title: Exact Hausdorff and packing measures for random self-similar code-trees with necks,
Abstract: Random code-trees with necks were introduced recently to generalise the
notion of $V$-variable and random homogeneous sets. While it is known that the
Hausdorff and packing dimensions coincide irrespective of overlaps, ... | [
0,
0,
1,
0,
0,
0
] |
Title: On Modules over a G-set,
Abstract: Let R be a commutative ring with unity, M a module over R and let S be a
G-set for a finite group G. We define a set MS to be the set of elements
expressed as the formal finite sum of the form similar to the elements of group
ring RG. The set MS is a module over the group ring ... | [
0,
0,
1,
0,
0,
0
] |
Title: Polynomial-time algorithms for the Longest Induced Path and Induced Disjoint Paths problems on graphs of bounded mim-width,
Abstract: We give the first polynomial-time algorithms on graphs of bounded maximum
induced matching width (mim-width) for problems that are not locally checkable.
In particular, we give $n... | [
1,
0,
0,
0,
0,
0
] |
Title: Bug or Not? Bug Report Classification Using N-Gram IDF,
Abstract: Previous studies have found that a significant number of bug reports are
misclassified between bugs and non-bugs, and that manually classifying bug
reports is a time-consuming task. To address this problem, we propose a bug
reports classification ... | [
1,
0,
0,
0,
0,
0
] |
Title: Prior Information Guided Regularized Deep Learning for Cell Nucleus Detection,
Abstract: Cell nuclei detection is a challenging research topic because of limitations
in cellular image quality and diversity of nuclear morphology, i.e. varying
nuclei shapes, sizes, and overlaps between multiple cell nuclei. This h... | [
1,
0,
0,
1,
0,
0
] |
Title: Anisotropic hydrodynamic turbulence in accretion disks,
Abstract: Recently, the vertical shear instability (VSI) has become an attractive
purely hydrodynamic candidate for the anomalous angular momentum transport
required for weakly ionized accretion disks. In direct three-dimensional
numerical simulations of VS... | [
0,
1,
0,
0,
0,
0
] |
Title: Optimal Algorithms for Distributed Optimization,
Abstract: In this paper, we study the optimal convergence rate for distributed convex
optimization problems in networks. We model the communication restrictions
imposed by the network as a set of affine constraints and provide optimal
complexity bounds for four di... | [
1,
0,
0,
1,
0,
0
] |
Title: Evaluation of Classical Features and Classifiers in Brain-Computer Interface Tasks,
Abstract: Brain-Computer Interface (BCI) uses brain signals in order to provide a new
method for communication between human and outside world. Feature extraction,
selection and classification are among the main matters of concer... | [
1,
0,
0,
1,
0,
0
] |
Title: On exceptional compact homogeneous geometries of type C3,
Abstract: We provide a uniform framework to study the exceptional homogeneous compact
geometries of type C3. This framework is then used to show that these are
simply connected, answering a question by Kramer and Lytchak, and to calculate
the full automor... | [
0,
0,
1,
0,
0,
0
] |
Title: Intensity estimation of transaction arrivals on the intraday electricity market,
Abstract: In the following paper we present a simple intensity estimation method of
transaction arrivals on the intraday electricity market. Assuming the
interarrival times distribution, we utilize a maximum likelihood estimation.
T... | [
0,
0,
0,
1,
0,
1
] |
Title: Capacitive Mechanism of Oxygen Functional Groups on Carbon Surface in Supercapacitors,
Abstract: Oxygen functional groups are one of the most important subjects in the study
of electrochemical properties of carbon materials which can change the
wettability, conductivity and pore size distributions of carbon mate... | [
0,
1,
0,
0,
0,
0
] |
Title: On conditional least squares estimation for affine diffusions based on continuous time observations,
Abstract: We study asymptotic properties of conditional least squares estimators for
the drift parameters of two-factor affine diffusions based on continuous time
observations. We distinguish three cases: subcrit... | [
0,
0,
1,
1,
0,
0
] |
Title: Discretization error estimates for penalty formulations of a linearized Canham-Helfrich type energy,
Abstract: This paper is concerned with minimization of a fourth-order linearized
Canham-Helfrich energy subject to Dirichlet boundary conditions on curves
inside the domain. Such problems arise in the modeling of... | [
0,
0,
1,
0,
0,
0
] |
Title: On the Humphreys conjecture on support varieties of tilting modules,
Abstract: Let $G$ be a simply-connected semisimple algebraic group over an
algebraically closed field of characteristic $p$, assumed to be larger than the
Coxeter number. The "support variety" of a $G$-module $M$ is a certain closed
subvariety ... | [
0,
0,
1,
0,
0,
0
] |
Title: Using Randomness to Improve Robustness of Machine-Learning Models Against Evasion Attacks,
Abstract: Machine learning models have been widely used in security applications such
as intrusion detection, spam filtering, and virus or malware detection.
However, it is well-known that adversaries are always trying to ... | [
0,
0,
0,
1,
0,
0
] |
Title: Further extension of the generalized Hurwitz-Lerch Zeta function of two variables,
Abstract: The main aim of this paper is to give a new generalization of Hurwitz-Lerch
Zeta function of two variables.Also, we investigate several interesting
properties such as integral representations, summation formula and a con... | [
0,
0,
1,
0,
0,
0
] |
Title: A Physarum-inspired model for the probit-based stochastic user equilibrium problem,
Abstract: Stochastic user equilibrium is an important issue in the traffic assignment
problems, tradition models for the stochastic user equilibrium problem are
designed as mathematical programming problems. In this article, a
Ph... | [
1,
0,
0,
0,
0,
0
] |
Title: Going Higher in First-Order Quantifier Alternation Hierarchies on Words,
Abstract: We investigate quantifier alternation hierarchies in first-order logic on
finite words. Levels in these hierarchies are defined by counting the number of
quantifier alternations in formulas. We prove that one can decide membership... | [
1,
0,
0,
0,
0,
0
] |
Title: Invariance of Ideal Limit Points,
Abstract: Let $\mathcal{I}$ be an analytic P-ideal [respectively, a summable ideal] on
the positive integers and let $(x_n)$ be a sequence taking values in a metric
space $X$. First, it is shown that the set of ideal limit points of $(x_n)$ is
an $F_\sigma$-set [resp., a closet ... | [
0,
0,
1,
0,
0,
0
] |
Title: Optimizing the Wisdom of the Crowd: Inference, Learning, and Teaching,
Abstract: The unprecedented demand for large amount of data has catalyzed the trend of
combining human insights with machine learning techniques, which facilitate the
use of crowdsourcing to enlist label information both effectively and
effic... | [
0,
0,
0,
1,
0,
0
] |
Title: Learning With Errors and Extrapolated Dihedral Cosets,
Abstract: The hardness of the learning with errors (LWE) problem is one of the most
fruitful resources of modern cryptography. In particular, it is one of the most
prominent candidates for secure post-quantum cryptography. Understanding its
quantum complexit... | [
1,
0,
0,
0,
0,
0
] |
Title: Fermi bubbles: high latitude X-ray supersonic shell,
Abstract: The nature of the bipolar, $\gamma$-ray Fermi bubbles (FB) is still unclear,
in part because their faint, high-latitude X-ray counterpart has until now
eluded a clear detection. We stack ROSAT data at varying distances from the FB
edges, thus boostin... | [
0,
1,
0,
0,
0,
0
] |
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