text stringlengths 57 2.88k | labels listlengths 6 6 |
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Title: Machine Learning Molecular Dynamics for the Simulation of Infrared Spectra,
Abstract: Machine learning has emerged as an invaluable tool in many research areas. In
the present work, we harness this power to predict highly accurate molecular
infrared spectra with unprecedented computational efficiency. To account... | [
0,
1,
0,
1,
0,
0
] |
Title: The cohomology of the full directed graph complex,
Abstract: In his seminal paper "Formality conjecture", M. Kontsevich introduced a graph
complex $GC_{1ve}$ closely connected with the problem of constructing a
formality quasi-isomorphism for Hochschild cochains. In this paper, we express
the cohomology of the f... | [
0,
0,
1,
0,
0,
0
] |
Title: On the Support Recovery of Jointly Sparse Gaussian Sources using Sparse Bayesian Learning,
Abstract: In this work, we provide non-asymptotic, probabilistic guarantees for
successful sparse support recovery by the multiple sparse Bayesian learning
(M-SBL) algorithm in the multiple measurement vector (MMV) framewo... | [
1,
0,
0,
0,
0,
0
] |
Title: A Critical-like Collective State Leads to Long-range Cell Communication in Dictyostelium discoideum Aggregation,
Abstract: The transition from single-cell to multicellular behavior is important in
early development but rarely studied. The starvation-induced aggregation of the
social amoeba Dictyostelium discoide... | [
0,
0,
0,
0,
1,
0
] |
Title: Strong convergence rates of probabilistic integrators for ordinary differential equations,
Abstract: Probabilistic integration of a continuous dynamical system is a way of
systematically introducing model error, at scales no larger than errors
introduced by standard numerical discretisation, in order to enable t... | [
0,
0,
1,
1,
0,
0
] |
Title: RFCDE: Random Forests for Conditional Density Estimation,
Abstract: Random forests is a common non-parametric regression technique which performs
well for mixed-type data and irrelevant covariates, while being robust to
monotonic variable transformations. Existing random forest implementations
target regression ... | [
0,
0,
0,
1,
0,
0
] |
Title: The symplectic approach of gauged linear $σ$-model,
Abstract: Witten's Gauged Linear $\sigma$-Model (GLSM) unifies the Gromov-Witten theory
and the Landau-Ginzburg theory, and provides a global perspective on mirror
symmetry. In this article, we summarize a mathematically rigorous construction
of the GLSM in the... | [
0,
0,
1,
0,
0,
0
] |
Title: Clicks and Cliques. Exploring the Soul of the Community,
Abstract: In the paper we analyze 26 communities across the United States with the
objective to understand what attaches people to their community and how this
attachment differs among communities. How different are attached people from
unattached? What at... | [
0,
0,
0,
1,
0,
0
] |
Title: The Block Point Process Model for Continuous-Time Event-Based Dynamic Networks,
Abstract: Many application settings involve the analysis of timestamped relations or
events between a set of entities, e.g. messages between users of an on-line
social network. Static and discrete-time network models are typically us... | [
1,
0,
0,
1,
0,
0
] |
Title: Investor Reaction to Financial Disclosures Across Topics: An Application of Latent Dirichlet Allocation,
Abstract: This paper provides a holistic study of how stock prices vary in their
response to financial disclosures across different topics. Thereby, we
specifically shed light into the extensive amount of fil... | [
0,
0,
0,
0,
0,
1
] |
Title: Truncated Variational EM for Semi-Supervised Neural Simpletrons,
Abstract: Inference and learning for probabilistic generative networks is often very
challenging and typically prevents scalability to as large networks as used for
deep discriminative approaches. To obtain efficiently trainable, large-scale
and we... | [
0,
0,
0,
1,
0,
0
] |
Title: Opinion Polarization by Learning from Social Feedback,
Abstract: We explore a new mechanism to explain polarization phenomena in opinion
dynamics in which agents evaluate alternative views on the basis of the social
feedback obtained on expressing them. High support of the favored opinion in
the social environme... | [
1,
1,
0,
0,
0,
0
] |
Title: Estimating Quality in Multi-Objective Bandits Optimization,
Abstract: Many real-world applications are characterized by a number of conflicting
performance measures. As optimizing in a multi-objective setting leads to a set
of non-dominated solutions, a preference function is required for selecting the
solution ... | [
1,
0,
0,
1,
0,
0
] |
Title: Spin dynamics of quadrupole nuclei in InGaAs quantum dots,
Abstract: Photoluminescence polarization is experimentally studied for samples with
(In,Ga)As/GaAs selfassembled quantum dots in transverse magnetic field (Hanle
effect) under slow modulation of the excitation light polarization from
fractions of Hz to t... | [
0,
1,
0,
0,
0,
0
] |
Title: Generalized Coordinated Transaction Scheduling: A Market Approach to Seamless Interfaces,
Abstract: A generalization of the coordinated transaction scheduling (CTS)---the
state-of-the-art interchange scheduling---is proposed. Referred to as
generalized coordinated transaction scheduling (GCTS), the proposed appr... | [
0,
0,
1,
0,
0,
0
] |
Title: A survey on policy search algorithms for learning robot controllers in a handful of trials,
Abstract: Most policy search algorithms require thousands of training episodes to find
an effective policy, which is often infeasible with a physical robot. This
survey article focuses on the extreme other end of the spec... | [
1,
0,
0,
1,
0,
0
] |
Title: Non-linear Cyclic Codes that Attain the Gilbert-Varshamov Bound,
Abstract: We prove that there exist non-linear binary cyclic codes that attain the
Gilbert-Varshamov bound. | [
1,
0,
1,
0,
0,
0
] |
Title: Consistency of Lipschitz learning with infinite unlabeled data and finite labeled data,
Abstract: We study the consistency of Lipschitz learning on graphs in the limit of
infinite unlabeled data and finite labeled data. Previous work has conjectured
that Lipschitz learning is well-posed in this limit, but is ins... | [
1,
0,
0,
0,
0,
0
] |
Title: Geometrical morphology,
Abstract: We explore inflectional morphology as an example of the relationship of the
discrete and the continuous in linguistics. The grammar requests a form of a
lexeme by specifying a set of feature values, which corresponds to a corner M
of a hypercube in feature value space. The morph... | [
1,
0,
0,
0,
0,
0
] |
Title: Self-similar groups of type FP_{n},
Abstract: We construct new classes of self-similar groups : S-aritmetic groups, affine
groups and metabelian groups. Most of the soluble ones are finitely presented
and of type FP_{n} for appropriate n. | [
0,
0,
1,
0,
0,
0
] |
Title: Operator Fitting for Parameter Estimation of Stochastic Differential Equations,
Abstract: Estimation of parameters is a crucial part of model development. When models
are deterministic, one can minimise the fitting error; for stochastic systems
one must be more careful. Broadly parameterisation methods for stoch... | [
0,
0,
1,
1,
0,
0
] |
Title: Strength Factors: An Uncertainty System for a Quantified Modal Logic,
Abstract: We present a new system S for handling uncertainty in a quantified modal
logic (first-order modal logic). The system is based on both probability theory
and proof theory. The system is derived from Chisholm's epistemology. We
concret... | [
1,
0,
0,
0,
0,
0
] |
Title: Binary companions of nearby supernova remnants found with Gaia,
Abstract: We search for runaway former companions of the progenitors of nearby Galactic
core-collapse supernova remnants (SNRs) in the Tycho-Gaia astrometric solution
(TGAS). We look for candidates for a sample of ten SNRs with distances less
than $... | [
0,
1,
0,
0,
0,
0
] |
Title: Some Distributions on Finite Rooted Binary Trees,
Abstract: We introduce some natural families of distributions on rooted binary ranked
plane trees with a view toward unifying ideas from various fields, including
macroevolution, epidemiology, computational group theory, search algorithms and
other fields. In the... | [
0,
0,
1,
0,
0,
0
] |
Title: Time-delayed SIS epidemic model with population awareness,
Abstract: This paper analyses the dynamics of infectious disease with a concurrent
spread of disease awareness. The model includes local awareness due to contacts
with aware individuals, as well as global awareness due to reported cases of
infection and ... | [
0,
1,
0,
0,
0,
0
] |
Title: Uplink Performance Analysis in D2D-Enabled mmWave Cellular Networks,
Abstract: In this paper, we provide an analytical framework to analyze the uplink
performance of device-to-device (D2D)-enabled millimeter wave (mmWave) cellular
networks. Signal-to- interference-plus-noise ratio (SINR) outage probabilities
are... | [
1,
0,
0,
0,
0,
0
] |
Title: The GAN Landscape: Losses, Architectures, Regularization, and Normalization,
Abstract: Generative adversarial networks (GANs) are a class of deep generative models
which aim to learn a target distribution in an unsupervised fashion. While they
were successfully applied to many problems, training a GAN is a notor... | [
0,
0,
0,
1,
0,
0
] |
Title: Period polynomials, derivatives of $L$-functions, and zeros of polynomials,
Abstract: Period polynomials have long been fruitful tools for the study of values of
$L$-functions in the context of major outstanding conjectures. In this paper,
we survey some facets of this study from the perspective of Eichler cohom... | [
0,
0,
1,
0,
0,
0
] |
Title: Forming disc galaxies in major mergers II. The central mass concentration problem and a comparison of GADGET3 with GIZMO,
Abstract: Context: In a series of papers, we study the major merger of two disk
galaxies in order to establish whether or not such a merger can produce a disc
galaxy. Aims: Our aim here is to... | [
0,
1,
0,
0,
0,
0
] |
Title: Measuring Systematic Risk with Neural Network Factor Model,
Abstract: In this paper, we measure systematic risk with a new nonparametric factor
model, the neural network factor model. The suitable factors for systematic
risk can be naturally found by inserting daily returns on a wide range of
assets into the bot... | [
0,
0,
0,
0,
0,
1
] |
Title: Lensing and the Warm Hot Intergalactic Medium,
Abstract: The correlation of weak lensing and Cosmic Microwave Anisotropy (CMB) data
traces the pressure distribution of the hot, ionized gas and the underlying
matter density field. The measured correlation is dominated by baryons residing
in halos. Detecting the c... | [
0,
1,
0,
0,
0,
0
] |
Title: Guaranteed Simultaneous Asymmetric Tensor Decomposition via Orthogonalized Alternating Least Squares,
Abstract: We consider the asymmetric orthogonal tensor decomposition problem, and
present an orthogonalized alternating least square algorithm that converges to
rank-$r$ of the true tensor factors simultaneously... | [
0,
0,
0,
1,
0,
0
] |
Title: The average sizes of two-torsion subgroups in quotients of class groups of cubic fields,
Abstract: We prove a generalization of a result of Bhargava regarding the average size
$\mathrm{Cl}(K)[2]$ as $K$ varies among cubic fields. For a fixed set of
rational primes $S$, we obtain a formula for the average size of... | [
0,
0,
1,
0,
0,
0
] |
Title: A Strongly Consistent Finite Difference Scheme for Steady Stokes Flow and its Modified Equations,
Abstract: We construct and analyze a strongly consistent second-order finite difference
scheme for the steady two-dimensional Stokes flow. The pressure Poisson
equation is explicitly incorporated into the scheme. Ou... | [
1,
0,
0,
0,
0,
0
] |
Title: Robust stability analysis of DC microgrids with constant power loads,
Abstract: This paper studies stability analysis of DC microgrids with uncertain
constant power loads (CPLs). It is well known that CPLs have negative impedance
effects, which may cause instability in a DC microgrid. Existing works often
study ... | [
0,
0,
1,
0,
0,
0
] |
Title: Comparison results for first order linear operators with reflection and periodic boundary value conditions,
Abstract: This work is devoted to the study of the first order operator
$x'(t)+m\,x(-t)$ coupled with periodic boundary value conditions. We describe
the eigenvalues of the operator and obtain the expressi... | [
0,
0,
1,
0,
0,
0
] |
Title: Quantitative stochastic homogenization and regularity theory of parabolic equations,
Abstract: We develop a quantitative theory of stochastic homogenization for linear,
uniformly parabolic equations with coefficients depending on space and time.
Inspired by recent works in the elliptic setting, our analysis is f... | [
0,
0,
1,
0,
0,
0
] |
Title: Boundedness of the Bergman projection on generalized Fock-Sobolev spaces on ${\mathbb C}^n$,
Abstract: In this paper we solve a problem posed by H. Bommier-Hato, M. Engliš and
E.H. Youssfi in [3] on the boundedness of the Bergman-type projections in
generalized Fock spaces. It will be a consequence of two facts:... | [
0,
0,
1,
0,
0,
0
] |
Title: Support Vector Machines and generalisation in HEP,
Abstract: We review the concept of Support Vector Machines (SVMs) and discuss examples
of their use in a number of scenarios. Several SVM implementations have been
used in HEP and we exemplify this algorithm using the Toolkit for Multivariate
Analysis (TMVA) imp... | [
0,
1,
0,
0,
0,
0
] |
Title: A sequent calculus for the Tamari order,
Abstract: We introduce a sequent calculus with a simple restriction of Lambek's product
rules that precisely captures the classical Tamari order, i.e., the partial
order on fully-bracketed words (equivalently, binary trees) induced by a
semi-associative law (equivalently,... | [
1,
0,
1,
0,
0,
0
] |
Title: Seebeck Effect in Nanoscale Ferromagnets,
Abstract: We present a theory of the Seebeck effect in nanoscale ferromagnets with
dimensions smaller than the spin diffusion length. The spin accumulation
generated by a temperature gradient strongly affects the thermopower. We also
identify a correction arising from th... | [
0,
1,
0,
0,
0,
0
] |
Title: Fast Asymmetric Fronts Propagation for Image Segmentation,
Abstract: In this paper, we introduce a generalized asymmetric fronts propagation model
based on the geodesic distance maps and the Eikonal partial differential
equations. One of the key ingredients for the computation of the geodesic
distance map is the... | [
1,
0,
0,
0,
0,
0
] |
Title: A step towards Twist Conjecture,
Abstract: Under the assumption that a defining graph of a Coxeter group admits only
twists in $\mathbb{Z}_2$ and is of type FC, we prove Mühlherr's Twist
Conjecture. | [
0,
0,
1,
0,
0,
0
] |
Title: Epidemic Threshold in Continuous-Time Evolving Networks,
Abstract: Current understanding of the critical outbreak condition on temporal networks
relies on approximations (time scale separation, discretization) that may bias
the results. We propose a theoretical framework to compute the epidemic
threshold in cont... | [
0,
1,
0,
0,
0,
0
] |
Title: Can Two-Way Direct Communication Protocols Be Considered Secure?,
Abstract: We consider attacks on two-way quantum key distribution protocols in which an
undetectable eavesdropper copies all messages in the message mode. We show that
under the attacks there is no disturbance in the message mode and that the
mutu... | [
1,
0,
0,
0,
0,
0
] |
Title: Using Deep Neural Network Approximate Bayesian Network,
Abstract: We present a new method to approximate posterior probabilities of Bayesian
Network using Deep Neural Network. Experiment results on several public
Bayesian Network datasets shows that Deep Neural Network is capable of learning
joint probability di... | [
0,
0,
0,
1,
0,
0
] |
Title: Simple Classification using Binary Data,
Abstract: Binary, or one-bit, representations of data arise naturally in many
applications, and are appealing in both hardware implementations and algorithm
design. In this work, we study the problem of data classification from binary
data and propose a framework with low... | [
1,
0,
0,
1,
0,
0
] |
Title: Inverse regression for ridge recovery: A data-driven approach for parameter reduction in computer experiments,
Abstract: Parameter reduction can enable otherwise infeasible design and uncertainty
studies with modern computational science models that contain several input
parameters. In statistical regression, te... | [
0,
0,
1,
0,
0,
0
] |
Title: Robust, high brightness, degenerate entangled photon source at room temperature,
Abstract: We report on a compact, simple and robust high brightness entangled photon
source at room temperature. Based on a 30 mm long periodically poled potassium
titanyl phosphate (PPKTP), the source produces non-collinear, type0 ... | [
0,
1,
0,
0,
0,
0
] |
Title: Exploiting Spatial Degrees of Freedom for High Data Rate Ultrasound Communication with Implantable Devices,
Abstract: We propose and demonstrate an ultrasonic communication link using spatial
degrees of freedom to increase data rates for deeply implantable medical
devices. Low attenuation and millimeter waveleng... | [
1,
1,
0,
0,
0,
0
] |
Title: Unexpected Enhancement of Three-Dimensional Low-Energy Spin Correlations in Quasi-Two-Dimensional Fe$_{1+y}$Te$_{1-x}$Se$_{x}$ System at High Temperature,
Abstract: We report inelastic neutron scattering measurements of low energy ($\hbar
\omega < 10$ meV) magnetic excitations in the "11" system
Fe$_{1+y}$Te$_{1... | [
0,
1,
0,
0,
0,
0
] |
Title: Three-dimensional image reconstruction in J-PET using Filtered Back Projection method,
Abstract: We present a method and preliminary results of the image reconstruction in
the Jagiellonian PET tomograph. Using GATE (Geant4 Application for Tomographic
Emission), interactions of the 511 keV photons with a cylindri... | [
0,
1,
0,
0,
0,
0
] |
Title: Two-component domain decomposition scheme with overlapping subdomains for parabolic equations,
Abstract: An iteration-free method of domain decomposition is considered for
approximate solving a boundary value problem for a second-order parabolic
equation. A standard approach to constructing domain decomposition ... | [
1,
0,
0,
0,
0,
0
] |
Title: Dynamical correlations in the electronic structure of BiFeO$_{3}$, as revealed by dynamical mean field theory,
Abstract: Using local density approximation plus dynamical mean-field theory
(LDA+DMFT), we have computed the valence band photoelectron spectra of highly
popular multiferroic BiFeO$_{3}$. Within DMFT, ... | [
0,
1,
0,
0,
0,
0
] |
Title: Robust Parameter Estimation of Regression Model with AR(p) Error Terms,
Abstract: In this paper, we consider a linear regression model with AR(p) error terms
with the assumption that the error terms have a t distribution as a heavy
tailed alternative to the normal distribution. We obtain the estimators for the
m... | [
0,
0,
0,
1,
0,
0
] |
Title: Measuring filament orientation: a new quantitative, local approach,
Abstract: The relative orientation between filamentary structures in molecular clouds
and the ambient magnetic field provides insight into filament formation and
stability. To calculate the relative orientation, a measurement of filament
orienta... | [
0,
1,
0,
0,
0,
0
] |
Title: Motions about a fixed point by hypergeometric functions: new non-complex analytical solutions and integration of the herpolhode,
Abstract: We study four problems in the dynamics of a body moving about a fixed point,
providing a non-complex, analytical solution for all of them. For the first
two, we will work on ... | [
0,
0,
1,
0,
0,
0
] |
Title: Spatial solitons in thermo-optical media from the nonlinear Schrodinger-Poisson equation and dark matter analogues,
Abstract: We analyze theoretically the Schrodinger-Poisson equation in two transverse
dimensions in the presence of a Kerr term. The model describes the nonlinear
propagation of optical beams in th... | [
0,
1,
0,
0,
0,
0
] |
Title: Instrument-Armed Bandits,
Abstract: We extend the classic multi-armed bandit (MAB) model to the setting of
noncompliance, where the arm pull is a mere instrument and the treatment
applied may differ from it, which gives rise to the instrument-armed bandit
(IAB) problem. The IAB setting is relevant whenever the e... | [
1,
0,
0,
1,
0,
0
] |
Title: Deep learning Inversion of Seismic Data,
Abstract: In this paper, we propose a new method to tackle the mapping challenge from
time-series data to spatial image in the field of seismic exploration, i.e.,
reconstructing the velocity model directly from seismic data by deep neural
networks (DNNs). The conventional... | [
1,
0,
0,
0,
0,
0
] |
Title: Refined open intersection numbers and the Kontsevich-Penner matrix model,
Abstract: A study of the intersection theory on the moduli space of Riemann surfaces
with boundary was recently initiated in a work of R. Pandharipande, J. P.
Solomon and the third author, where they introduced open intersection numbers
in... | [
0,
0,
1,
0,
0,
0
] |
Title: Label Embedding Network: Learning Label Representation for Soft Training of Deep Networks,
Abstract: We propose a method, called Label Embedding Network, which can learn label
representation (label embedding) during the training process of deep networks.
With the proposed method, the label embedding is adaptivel... | [
1,
0,
0,
0,
0,
0
] |
Title: On the Performance of Multi-Instrument Solar Flare Observations During Solar Cycle 24,
Abstract: The current fleet of space-based solar observatories offers us a wealth of
opportunities to study solar flares over a range of wavelengths. Significant
advances in our understanding of flare physics often come from c... | [
0,
1,
0,
0,
0,
0
] |
Title: Effective Extensible Programming: Unleashing Julia on GPUs,
Abstract: GPUs and other accelerators are popular devices for accelerating
compute-intensive, parallelizable applications. However, programming these
devices is a difficult task. Writing efficient device code is challenging, and
is typically done in a l... | [
1,
0,
0,
0,
0,
0
] |
Title: Maximum and minimum operators of convex integrands,
Abstract: For given convex integrands $\gamma_{{}_{i}}: S^{n}\to \mathbb{R}_{+}$ (where
$i=1, 2$), the functions $\gamma_{{}_{max}}$ and $\gamma_{{}_{min}}$ can be
defined as natural way. In this paper, we show that the Wulff shape of
$\gamma_{{}_{max}}$ (resp.... | [
0,
0,
1,
0,
0,
0
] |
Title: SEDIGISM: Structure, excitation, and dynamics of the inner Galactic interstellar medium,
Abstract: The origin and life-cycle of molecular clouds are still poorly constrained,
despite their importance for understanding the evolution of the interstellar
medium. We have carried out a systematic, homogeneous, spectr... | [
0,
1,
0,
0,
0,
0
] |
Title: Imitating Driver Behavior with Generative Adversarial Networks,
Abstract: The ability to accurately predict and simulate human driving behavior is
critical for the development of intelligent transportation systems. Traditional
modeling methods have employed simple parametric models and behavioral cloning.
This p... | [
1,
0,
0,
0,
0,
0
] |
Title: Computing isomorphisms and embeddings of finite fields,
Abstract: Let $\mathbb{F}_q$ be a finite field. Given two irreducible polynomials $f,g$
over $\mathbb{F}_q$, with $\mathrm{deg} f$ dividing $\mathrm{deg} g$, the
finite field embedding problem asks to compute an explicit description of a
field embedding of ... | [
1,
0,
1,
0,
0,
0
] |
Title: Analysis of the current-driven domain wall motion in a ratchet ferromagnetic strip,
Abstract: The current-driven domain wall motion in a ratchet memory due to spin-orbit
torques is studied from both full micromagnetic simulations and the one
dimensional model. Within the framework of this model, the integration ... | [
0,
1,
0,
0,
0,
0
] |
Title: End-to-End ASR-free Keyword Search from Speech,
Abstract: End-to-end (E2E) systems have achieved competitive results compared to
conventional hybrid hidden Markov model (HMM)-deep neural network based
automatic speech recognition (ASR) systems. Such E2E systems are attractive due
to the lack of dependence on ali... | [
1,
0,
0,
0,
0,
0
] |
Title: Schatten class Hankel and $\overline{\partial}$-Neumann operators on pseudoconvex domains in $\mathbb{C}^n$,
Abstract: Let $\Omega$ be a $C^2$-smooth bounded pseudoconvex domain in $\mathbb{C}^n$
for $n\geq 2$ and let $\varphi$ be a holomorphic function on $\Omega$ that is
$C^2$-smooth on the closure of $\Omega$... | [
0,
0,
1,
0,
0,
0
] |
Title: Cross-Sectional Variation of Intraday Liquidity, Cross-Impact, and their Effect on Portfolio Execution,
Abstract: The composition of natural liquidity has been changing over time. An analysis
of intraday volumes for the S&P500 constituent stocks illustrates that (i)
volume surprises, i.e., deviations from their ... | [
0,
0,
0,
0,
0,
1
] |
Title: An investigation of pulsar searching techniques with the Fast Folding Algorithm,
Abstract: Here we present an in-depth study of the behaviour of the Fast Folding
Algorithm, an alternative pulsar searching technique to the Fast Fourier
Transform. Weaknesses in the Fast Fourier Transform, including a susceptibilit... | [
0,
1,
0,
0,
0,
0
] |
Title: Approximate Collapsed Gibbs Clustering with Expectation Propagation,
Abstract: We develop a framework for approximating collapsed Gibbs sampling in
generative latent variable cluster models. Collapsed Gibbs is a popular MCMC
method, which integrates out variables in the posterior to improve mixing.
Unfortunately... | [
0,
0,
0,
1,
0,
0
] |
Title: Thermal graphene metamaterials and epsilon-near-zero high temperature plasmonics,
Abstract: The key feature of a thermophotovoltaic (TPV) emitter is the enhancement of
thermal emission corresponding to energies just above the bandgap of the
absorbing photovoltaic cell and simultaneous suppression of thermal emis... | [
0,
1,
0,
0,
0,
0
] |
Title: Learning Convex Regularizers for Optimal Bayesian Denoising,
Abstract: We propose a data-driven algorithm for the maximum a posteriori (MAP)
estimation of stochastic processes from noisy observations. The primary
statistical properties of the sought signal is specified by the penalty
function (i.e., negative log... | [
1,
0,
0,
1,
0,
0
] |
Title: On the $L^p$ boundedness of wave operators for two-dimensional Schrödinger operators with threshold obstructions,
Abstract: Let $H=-\Delta+V$ be a Schrödinger operator on $L^2(\mathbb R^2)$ with
real-valued potential $V$, and let $H_0=-\Delta$. If $V$ has sufficient
pointwise decay, the wave operators $W_{\pm}=s... | [
0,
0,
1,
0,
0,
0
] |
Title: Bivariate Causal Discovery and its Applications to Gene Expression and Imaging Data Analysis,
Abstract: The mainstream of research in genetics, epigenetics and imaging data analysis
focuses on statistical association or exploring statistical dependence between
variables. Despite their significant progresses in g... | [
0,
0,
0,
0,
1,
0
] |
Title: Revisiting Distillation and Incremental Classifier Learning,
Abstract: One of the key differences between the learning mechanism of humans and
Artificial Neural Networks (ANNs) is the ability of humans to learn one task at
a time. ANNs, on the other hand, can only learn multiple tasks simultaneously.
Any attempt... | [
0,
0,
0,
1,
0,
0
] |
Title: Cavitation near the oscillating piezoelectric plate in water,
Abstract: It is known that gas bubbles on the surface bounding a fluid flow can change
the coefficient of friction and affect the parameters of the boundary layer. In
this paper, we propose a method that allows us to create, in the near-wall
region, a... | [
0,
1,
0,
0,
0,
0
] |
Title: Revised Note on Learning Algorithms for Quadratic Assignment with Graph Neural Networks,
Abstract: Inverse problems correspond to a certain type of optimization problems
formulated over appropriate input distributions. Recently, there has been a
growing interest in understanding the computational hardness of the... | [
1,
0,
0,
1,
0,
0
] |
Title: On Completeness Results of Hoare Logic Relative to the Standard Model,
Abstract: The general completeness problem of Hoare logic relative to the standard
model $N$ of Peano arithmetic has been studied by Cook, and it allows for the
use of arbitrary arithmetical formulas as assertions. In practice, the
assertions... | [
1,
0,
0,
0,
0,
0
] |
Title: Adversarial Examples, Uncertainty, and Transfer Testing Robustness in Gaussian Process Hybrid Deep Networks,
Abstract: Deep neural networks (DNNs) have excellent representative power and are state
of the art classifiers on many tasks. However, they often do not capture their
own uncertainties well making them le... | [
0,
0,
0,
1,
0,
0
] |
Title: Elliptic regularization of the isometric immersion problem,
Abstract: We introduce an elliptic regularization of the PDE system representing the
isometric immersion of a surface in $\mathbb R^{3}$. The regularization is
geometric, and has a natural variational interpretation. | [
0,
0,
1,
0,
0,
0
] |
Title: A Debris Backwards Flow Simulation System for Malaysia Airlines Flight 370,
Abstract: This paper presents a system based on a Two-Way Particle-Tracking Model to
analyze possible crash positions of flight MH370. The particle simulator
includes a simple flow simulation of the debris based on a Lagrangian approach
... | [
1,
1,
0,
0,
0,
0
] |
Title: Energy network: towards an interconnected energy infrastructure for the future,
Abstract: The fundamental theory of energy networks in different energy forms is
established following an in-depth analysis of the nature of energy for
comprehensive energy utilization. The definition of an energy network is given.
C... | [
0,
1,
0,
0,
0,
0
] |
Title: Smoothing of transport plans with fixed marginals and rigorous semiclassical limit of the Hohenberg-Kohn functional,
Abstract: We prove rigorously that the exact N-electron Hohenberg-Kohn density
functional converges in the strongly interacting limit to the strictly
correlated electrons (SCE) functional, and tha... | [
0,
0,
1,
0,
0,
0
] |
Title: Standards for enabling heterogeneous IaaS cloud federations,
Abstract: Technology market is continuing a rapid growth phase where different resource
providers and Cloud Management Frameworks are positioning to provide ad-hoc
solutions -in terms of management interfaces, information discovery or billing-
trying t... | [
1,
0,
0,
0,
0,
0
] |
Title: Transforming acoustic characteristics to deceive playback spoofing countermeasures of speaker verification systems,
Abstract: Automatic speaker verification (ASV) systems use a playback detector to
filter out playback attacks and ensure verification reliability. Since current
playback detection models are almost... | [
1,
0,
0,
0,
0,
0
] |
Title: Low frequency spectral energy distributions of radio pulsars detected with the Murchison Widefield Array,
Abstract: We present low-frequency spectral energy distributions of 60 known radio
pulsars observed with the Murchison Widefield Array (MWA) telescope. We
searched the GaLactic and Extragalactic All-sky MWA ... | [
0,
1,
0,
0,
0,
0
] |
Title: On Geometry and Symmetry of Kepler Systems. I,
Abstract: We study the Kepler metrics on Kepler manifolds from the point of view of
Sasakian geometry and Hessian geometry. This establishes a link between the
problem of classical gravity and the modern geometric methods in the study of
AdS/CFT correspondence in st... | [
0,
0,
1,
0,
0,
0
] |
Title: IoT Data Analytics Using Deep Learning,
Abstract: Deep learning is a popular machine learning approach which has achieved a lot
of progress in all traditional machine learning areas. Internet of thing (IoT)
and Smart City deployments are generating large amounts of time-series sensor
data in need of analysis. Ap... | [
1,
0,
0,
0,
0,
0
] |
Title: Viscous Dissipation in One-Dimensional Quantum Liquids,
Abstract: We develop a theory of viscous dissipation in one-dimensional
single-component quantum liquids at low temperatures. Such liquids are
characterized by a single viscosity coefficient, the bulk viscosity. We show
that for a generic interaction betwee... | [
0,
1,
0,
0,
0,
0
] |
Title: On the existence of homoclinic type solutions of inhomogenous Lagrangian systems,
Abstract: We study the existence of homoclinic type solutions for second order
Lagrangian systems of the type $\ddot{q}(t)-q(t)+a(t)\nabla G(q(t))=f(t)$,
where $t\in\mathbb{R}$, $q\in\mathbb{R}^n$, $a\colon\mathbb{R}\to\mathbb{R}$ ... | [
0,
0,
1,
0,
0,
0
] |
Title: Reactive User Behavior and Mobility Models,
Abstract: In this paper, we present a set of simulation models to more realistically
mimic the behaviour of users reading messages. We propose a User Behaviour
Model, where a simulated user reacts to a message by a flexible set of possible
reactions (e.g. ignore, read,... | [
1,
0,
0,
0,
0,
0
] |
Title: The Minimal Resolution Conjecture on a general quartic surface in $\mathbb P^3$,
Abstract: Mustaţă has given a conjecture for the graded Betti numbers in the
minimal free resolution of the ideal of a general set of points on an
irreducible projective algebraic variety. For surfaces in $\mathbb P^3$ this
conjectu... | [
0,
0,
1,
0,
0,
0
] |
Title: On Multilingual Training of Neural Dependency Parsers,
Abstract: We show that a recently proposed neural dependency parser can be improved by
joint training on multiple languages from the same family. The parser is
implemented as a deep neural network whose only input is orthographic
representations of words. In... | [
1,
0,
0,
0,
0,
0
] |
Title: Inside-Out Planet Formation. IV. Pebble Evolution and Planet Formation Timescales,
Abstract: Systems with tightly-packed inner planets (STIPs) are very common. Chatterjee
& Tan proposed Inside-Out Planet Formation (IOPF), an in situ formation theory,
to explain these planets. IOPF involves sequential planet form... | [
0,
1,
0,
0,
0,
0
] |
Title: Bayesian Nonparametric Unmixing of Hyperspectral Images,
Abstract: Hyperspectral imaging is an important tool in remote sensing, allowing for
accurate analysis of vast areas. Due to a low spatial resolution, a pixel of a
hyperspectral image rarely represents a single material, but rather a mixture
of different s... | [
1,
0,
0,
0,
0,
0
] |
Title: Dynamical control of electron-phonon interactions with high-frequency light,
Abstract: This work addresses the one-dimensional problem of Bloch electrons when they
are rapidly driven by a homogeneous time-periodic light and linearly coupled to
vibrational modes. Starting from a generic time-periodic electron-pho... | [
0,
1,
0,
0,
0,
0
] |
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