text stringlengths 138 2.38k | labels sequencelengths 6 6 | Predictions sequencelengths 1 3 |
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Title: Spherical polyharmonics and Poisson kernels for polyharmonic functions,
Abstract: We introduce and develop the notion of spherical polyharmonics, which are a
natural generalisation of spherical harmonics. In particular we study the
theory of zonal polyharmonics, which allows us, analogously to zonal harmonics,
t... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: SPH calculations of Mars-scale collisions: the role of the Equation of State, material rheologies, and numerical effects,
Abstract: We model large-scale ($\approx$2000km) impacts on a Mars-like planet using a
Smoothed Particle Hydrodynamics code. The effects of material strength and of
using different Equations ... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: A global sensitivity analysis and reduced order models for hydraulically-fractured horizontal wells,
Abstract: We present a systematic global sensitivity analysis using the Sobol method
which can be utilized to rank the variables that affect two quantity of
interests -- pore pressure depletion and stress change ... | [
1,
0,
0,
0,
0,
0
] | [
"Physics",
"Mathematics"
] |
Title: The PdBI Arcsecond Whirlpool Survey (PAWS). The Role of Spiral Arms in Cloud and Star Formation,
Abstract: The process that leads to the formation of the bright star forming sites
observed along prominent spiral arms remains elusive. We present results of a
multi-wavelength study of a spiral arm segment in the n... | [
0,
1,
0,
0,
0,
0
] | [
"Physics",
"Quantitative Biology"
] |
Title: Higher structure in the unstable Adams spectral sequence,
Abstract: We describe a variant construction of the unstable Adams spectral the
sequence for a space $Y$, associated to any free simplicial resolution of
$H^*(Y;R)$ for $R=\mathbb{F}_p$ or $\mathbb{Q}$. We use this construction to
describe the differentia... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Deciphering noise amplification and reduction in open chemical reaction networks,
Abstract: The impact of random fluctuations on the dynamical behavior a complex
biological systems is a longstanding issue, whose understanding would shed
light on the evolutionary pressure that nature imposes on the intrinsic nois... | [
0,
0,
0,
0,
1,
0
] | [
"Quantitative Biology",
"Mathematics"
] |
Title: Diffraction-Aware Sound Localization for a Non-Line-of-Sight Source,
Abstract: We present a novel sound localization algorithm for a non-line-of-sight
(NLOS) sound source in indoor environments. Our approach exploits the
diffraction properties of sound waves as they bend around a barrier or an
obstacle in the sc... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Physics"
] |
Title: Density large deviations for multidimensional stochastic hyperbolic conservation laws,
Abstract: We investigate the density large deviation function for a multidimensional
conservation law in the vanishing viscosity limit, when the probability
concentrates on weak solutions of a hyperbolic conservation law conse... | [
0,
1,
1,
0,
0,
0
] | [
"Mathematics",
"Physics"
] |
Title: mixup: Beyond Empirical Risk Minimization,
Abstract: Large deep neural networks are powerful, but exhibit undesirable behaviors
such as memorization and sensitivity to adversarial examples. In this work, we
propose mixup, a simple learning principle to alleviate these issues. In
essence, mixup trains a neural ne... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Suzaku Analysis of the Supernova Remnant G306.3-0.9 and the Gamma-ray View of Its Neighborhood,
Abstract: We present an investigation of the supernova remnant (SNR) G306.3$-$0.9 using
archival multi-wavelength data. The Suzaku spectra are well described by
two-component thermal plasma models: The soft component ... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Japanese Sentiment Classification using a Tree-Structured Long Short-Term Memory with Attention,
Abstract: Previous approaches to training syntax-based sentiment classification models
required phrase-level annotated corpora, which are not readily available in
many languages other than English. Thus, we propose t... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Covariances, Robustness, and Variational Bayes,
Abstract: Mean-field Variational Bayes (MFVB) is an approximate Bayesian posterior
inference technique that is increasingly popular due to its fast runtimes on
large-scale datasets. However, even when MFVB provides accurate posterior means
for certain parameters, i... | [
0,
0,
0,
1,
0,
0
] | [
"Statistics",
"Mathematics",
"Computer Science"
] |
Title: Generalized Approximate Message-Passing Decoder for Universal Sparse Superposition Codes,
Abstract: Sparse superposition (SS) codes were originally proposed as a
capacity-achieving communication scheme over the additive white Gaussian noise
channel (AWGNC) [1]. Very recently, it was discovered that these codes a... | [
1,
0,
1,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Simultaneous non-vanishing for Dirichlet L-functions,
Abstract: We extend the work of Fouvry, Kowalski and Michel on correlation between
Hecke eigenvalues of modular forms and algebraic trace functions in order to
establish an asymptotic formula for a generalized cubic moment of modular
L-functions at the centra... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Parallelism, Concurrency and Distribution in Constraint Handling Rules: A Survey,
Abstract: Constraint Handling Rules is an effective concurrent declarative programming
language and a versatile computational logic formalism. CHR programs consist of
guarded reactive rules that transform multisets of constraints. ... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science"
] |
Title: The Query Complexity of Cake Cutting,
Abstract: We study the query complexity of cake cutting and give lower and upper bounds
for computing approximately envy-free, perfect, and equitable allocations with
the minimum number of cuts. The lower bounds are tight for computing connected
envy-free allocations among n... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Superconducting properties of Cu intercalated Bi$_2$Se$_3$ studied by Muon Spin Spectroscopy,
Abstract: We present muon spin rotation measurements on superconducting Cu intercalated
Bi$_2$Se$_3$, which was suggested as a realization of a topological
superconductor. We observe a clear evidence of the superconduct... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Efficient and consistent inference of ancestral sequences in an evolutionary model with insertions and deletions under dense taxon sampling,
Abstract: In evolutionary biology, the speciation history of living organisms is
represented graphically by a phylogeny, that is, a rooted tree whose leaves
correspond to c... | [
1,
0,
1,
1,
0,
0
] | [
"Quantitative Biology",
"Statistics",
"Computer Science"
] |
Title: Pattern-forming fronts in a Swift-Hohenberg equation with directional quenching - parallel and oblique stripes,
Abstract: We study the effect of domain growth on the orientation of striped phases in
a Swift-Hohenberg equation. Domain growth is encoded in a step-like parameter
dependence that allows stripe format... | [
0,
1,
0,
0,
0,
0
] | [
"Physics",
"Mathematics"
] |
Title: Exploring RNN-Transducer for Chinese Speech Recognition,
Abstract: End-to-end approaches have drawn much attention recently for significantly
simplifying the construction of an automatic speech recognition (ASR) system.
RNN transducer (RNN-T) is one of the popular end-to-end methods. Previous
studies have shown ... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science"
] |
Title: Stationary crack propagation in a two-dimensional visco-elastic network model,
Abstract: We investigate crack propagation in a simple two-dimensional visco-elastic
model and find a scaling regime in the relation between the propagation
velocity and energy release rate or fracture energy, together with lower and
... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: A note on the fundamental group of Kodaira fibrations,
Abstract: The fundamental group $\pi$ of a Kodaira fibration is, by definition, the
extension of a surface group $\Pi_b$ by another surface group $\Pi_g$, i.e. \[
1 \rightarrow \Pi_g \rightarrow \pi \rightarrow \Pi_b \rightarrow 1. \]
Conversely, we can inqu... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Split-and-augmented Gibbs sampler - Application to large-scale inference problems,
Abstract: This paper derives two new optimization-driven Monte Carlo algorithms
inspired from variable splitting and data augmentation. In particular, the
formulation of one of the proposed approaches is closely related to the
alt... | [
0,
0,
0,
1,
0,
0
] | [
"Statistics",
"Mathematics",
"Computer Science"
] |
Title: Primordial perturbations from inflation with a hyperbolic field-space,
Abstract: We study primordial perturbations from hyperinflation, proposed recently and
based on a hyperbolic field-space. In the previous work, it was shown that the
field-space angular momentum supported by the negative curvature modifies th... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Learning Sparse Representations in Reinforcement Learning with Sparse Coding,
Abstract: A variety of representation learning approaches have been investigated for
reinforcement learning; much less attention, however, has been given to
investigating the utility of sparse coding. Outside of reinforcement learning,... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: A Variational Characterization of Rényi Divergences,
Abstract: Atar, Chowdhary and Dupuis have recently exhibited a variational formula for
exponential integrals of bounded measurable functions in terms of Rényi
divergences. We develop a variational characterization of the Rényi
divergences between two probabili... | [
1,
0,
1,
1,
0,
0
] | [
"Mathematics",
"Statistics"
] |
Title: Interlayer coupling and gate-tunable excitons in transition metal dichalcogenide heterostructures,
Abstract: Bilayer van der Waals (vdW) heterostructures such as MoS2/WS2 and MoSe2/WSe2
have attracted much attention recently, particularly because of their type II
band alignments and the formation of interlayer e... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Enumeration of singular varieties with tangency conditions,
Abstract: We construct the algebraic cobordism theory of bundles and divisors on
varieties. It has a simple basis (over Q) from projective spaces and its rank
is equal to the number of Chern numbers. An application of this algebraic
cobordism theory is ... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: ClusterNet: Detecting Small Objects in Large Scenes by Exploiting Spatio-Temporal Information,
Abstract: Object detection in wide area motion imagery (WAMI) has drawn the attention
of the computer vision research community for a number of years. WAMI proposes
a number of unique challenges including extremely sma... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science"
] |
Title: Viscous dynamics of drops and bubbles in Hele-Shaw cells: drainage, drag friction, coalescence, and bursting,
Abstract: In this review article, we discuss recent studies on drops and bubbles in
Hele-Shaw cells, focusing on how scaling laws exhibit crossovers from the
three-dimensional counterparts and focusing o... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Detection of Nonlinearly Distorted OFDM Signals via Generalized Approximate Message Passing,
Abstract: In this paper, we propose a practical receiver for multicarrier signals
subjected to a strong memoryless nonlinearity. The receiver design is based on
a generalized approximate message passing (GAMP) framework,... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Poynting's theorem in magnetic turbulence,
Abstract: Poynting's theorem is used to obtain an expression for the turbulent
power-spectral density as function of frequency and wavenumber in low-frequency
magnetic turbulence. No reference is made to Elsasser variables as is usually
done in magnetohydrodynamic turbu... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Exploration-exploitation tradeoffs dictate the optimal distributions of phenotypes for populations subject to fitness fluctuations,
Abstract: We study a minimal model for the growth of a phenotypically heterogeneous
population of cells subject to a fluctuating environment in which they can
replicate (by exploiti... | [
0,
0,
0,
0,
1,
0
] | [
"Quantitative Biology",
"Statistics"
] |
Title: Optimizing Mission Critical Data Dissemination in Massive IoT Networks,
Abstract: Mission critical data dissemination in massive Internet of things (IoT)
networks imposes constraints on the message transfer delay between devices. Due
to low power and communication range of IoT devices, data is foreseen to be
rel... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Gaussian fluctuations of Jack-deformed random Young diagrams,
Abstract: We introduce a large class of random Young diagrams which can be regarded as
a natural one-parameter deformation of some classical Young diagram ensembles;
a deformation which is related to Jack polynomials and Jack characters. We show
that ... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics",
"Statistics"
] |
Title: Revisiting (logarithmic) scaling relations using renormalization group,
Abstract: We explicitly compute the critical exponents associated with logarithmic
corrections (the so-called hatted exponents) starting from the renormalization
group equations and the mean field behavior for a wide class of models at the
u... | [
0,
1,
0,
0,
0,
0
] | [
"Physics",
"Mathematics"
] |
Title: Concentration of weakly dependent Banach-valued sums and applications to statistical learning methods,
Abstract: We obtain a Bernstein-type inequality for sums of Banach-valued random
variables satisfying a weak dependence assumption of general type and under
certain smoothness assumptions of the underlying Bana... | [
0,
0,
1,
1,
0,
0
] | [
"Mathematics",
"Statistics",
"Computer Science"
] |
Title: Inverse monoids and immersions of cell complexes,
Abstract: An immersion $f : {\mathcal D} \rightarrow \mathcal C$ between cell complexes
is a local homeomorphism onto its image that commutes with the characteristic
maps of the cell complexes. We study immersions between finite-dimensional
connected $\Delta$-com... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Optimal Experiment Design for Causal Discovery from Fixed Number of Experiments,
Abstract: We study the problem of causal structure learning over a set of random
variables when the experimenter is allowed to perform at most $M$ experiments
in a non-adaptive manner. We consider the optimal learning strategy in te... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Economically Efficient Combined Plant and Controller Design Using Batch Bayesian Optimization: Mathematical Framework and Airborne Wind Energy Case Study,
Abstract: We present a novel data-driven nested optimization framework that addresses
the problem of coupling between plant and controller optimization. This
... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Mathematics",
"Quantitative Finance"
] |
Title: Lagrangian fibers of Gelfand-Cetlin systems,
Abstract: Motivated by the study of Nishinou-Nohara-Ueda on the Floer thoery of
Gelfand-Cetlin systems over complex partial flag manifolds, we provide a
complete description of the topology of Gelfand-Cetlin fibers. We prove that
all fibers are \emph{smooth} isotropic... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics",
"Physics"
] |
Title: A local ensemble transform Kalman particle filter for convective scale data assimilation,
Abstract: Ensemble data assimilation methods such as the Ensemble Kalman Filter (EnKF)
are a key component of probabilistic weather forecasting. They represent the
uncertainty in the initial conditions by an ensemble which ... | [
0,
1,
0,
1,
0,
0
] | [
"Physics",
"Statistics"
] |
Title: Resolving the age bimodality of galaxy stellar populations on kpc scales,
Abstract: Galaxies in the local Universe are known to follow bimodal distributions in
the global stellar populations properties. We analyze the distribution of the
local average stellar-population ages of 654,053 sub-galactic regions resol... | [
0,
1,
0,
0,
0,
0
] | [
"Physics",
"Quantitative Biology"
] |
Title: From 4G to 5G: Self-organized Network Management meets Machine Learning,
Abstract: In this paper, we provide an analysis of self-organized network management,
with an end-to-end perspective of the network. Self-organization as applied to
cellular networks is usually referred to Self-organizing Networks (SONs), a... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science"
] |
Title: A simulation technique for slurries interacting with moving parts and deformable solids with applications,
Abstract: A numerical method for particle-laden fluids interacting with a deformable
solid domain and mobile rigid parts is proposed and implemented in a full
engineering system. The fluid domain is modeled... | [
1,
0,
0,
0,
0,
0
] | [
"Physics",
"Mathematics",
"Computer Science"
] |
Title: On the Spectrum of Random Features Maps of High Dimensional Data,
Abstract: Random feature maps are ubiquitous in modern statistical machine learning,
where they generalize random projections by means of powerful, yet often
difficult to analyze nonlinear operators. In this paper, we leverage the
"concentration" ... | [
0,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics",
"Mathematics"
] |
Title: Solving the multi-site and multi-orbital Dynamical Mean Field Theory using Density Matrix Renormalization,
Abstract: We implement an efficient numerical method to calculate response functions of
complex impurities based on the Density Matrix Renormalization Group (DMRG) and
use it as the impurity-solver of the D... | [
0,
1,
0,
0,
0,
0
] | [
"Physics",
"Computer Science"
] |
Title: Learning from Between-class Examples for Deep Sound Recognition,
Abstract: Deep learning methods have achieved high performance in sound recognition
tasks. Deciding how to feed the training data is important for further
performance improvement. We propose a novel learning method for deep sound
recognition: Betwe... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science"
] |
Title: On nonlinear profile decompositions and scattering for a NLS-ODE model,
Abstract: In this paper, we consider a Hamiltonian system combining a nonlinear Schr\"
odinger equation (NLS) and an ordinary differential equation (ODE). This system
is a simplified model of the NLS around soliton solutions. Following Nakan... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics",
"Physics"
] |
Title: Chain effects of clean water: The Mills-Reincke phenomenon in early twentieth-century Japan,
Abstract: This study explores the validity of chain effects of clean water, which are
known as the "Mills-Reincke phenomenon," in early twentieth-century Japan.
Recent studies have reported that water purifications syste... | [
0,
0,
0,
1,
1,
0
] | [
"Quantitative Biology",
"Statistics"
] |
Title: Learning Transferable Architectures for Scalable Image Recognition,
Abstract: Developing neural network image classification models often requires
significant architecture engineering. In this paper, we study a method to learn
the model architectures directly on the dataset of interest. As this approach
is expen... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science"
] |
Title: Clamped seismic metamaterials: Ultra-low broad frequency stop-bands,
Abstract: The regularity of earthquakes, their destructive power, and the nuisance of
ground vibration in urban environments, all motivate designs of defence
structures to lessen the impact of seismic and ground vibration waves on
buildings. Lo... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Difference analogue of second main theorems for meromorphic mapping into algebraic variety,
Abstract: In this paper, we prove some difference analogue of second main theorems of
meromorphic mapping from Cm into an algebraic variety V intersecting a finite
set of fixed hypersurfaces in subgeneral position. As an ... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Intersections of $ω$ classes in $\overline{\mathcal{M}}_{g,n}$,
Abstract: We provide a graph formula which describes an arbitrary monomial in {\omega}
classes (also referred to as stable {\psi} classes) in terms of a simple family
of dual graphs (pinwheel graphs) with edges decorated by rational functions in
{\p... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: SPIRou Input Catalog: Activity, Rotation and Magnetic Field of Cool Dwarfs,
Abstract: Based on optical high-resolution spectra obtained with CFHT/ESPaDOnS, we
present new measurements of activity and magnetic field proxies of 442 low-mass
K5-M7 dwarfs. The objects were analysed as potential targets to search for... | [
0,
1,
0,
0,
0,
0
] | [
"Astrophysics",
"Physics"
] |
Title: Objective Procedure for Reconstructing Couplings in Complex Systems,
Abstract: Inferring directional connectivity from point process data of multiple
elements is desired in various scientific fields such as neuroscience,
geography, economics, etc. Here, we propose an inference procedure for this
goal based on th... | [
0,
0,
0,
0,
1,
0
] | [
"Physics",
"Statistics",
"Quantitative Biology"
] |
Title: Iteratively-Reweighted Least-Squares Fitting of Support Vector Machines: A Majorization--Minimization Algorithm Approach,
Abstract: Support vector machines (SVMs) are an important tool in modern data analysis.
Traditionally, support vector machines have been fitted via quadratic
programming, either using purpose... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics",
"Mathematics"
] |
Title: Scholars on Twitter: who and how many are they?,
Abstract: In this paper we present a novel methodology for identifying scholars with a
Twitter account. By combining bibliometric data from Web of Science and Twitter
users identified by Altmetric.com we have obtained the largest set of
individual scholars matched... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: General notions of regression depth function,
Abstract: As a measure for the centrality of a point in a set of multivariate data,
statistical depth functions play important roles in multivariate analysis,
because one may conveniently construct descriptive as well as inferential
procedures relying on them. Many d... | [
0,
0,
0,
1,
0,
0
] | [
"Statistics",
"Mathematics"
] |
Title: The g-Good-Neighbor Conditional Diagnosability of Locally Twisted Cubes,
Abstract: In the work of Peng et al. in 2012, a new measure was proposed for fault
diagnosis of systems: namely, g-good-neighbor conditional diagnosability, which
requires that any fault-free vertex has at least g fault-free neighbors in th... | [
1,
0,
1,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Preliminary corrosion studies of IN-RAFM steel with stagnant Lead Lithium at 550 C,
Abstract: Corrosion of Indian RAFMS (reduced activation ferritic martensitic steel)
material with liquid metal, Lead Lithium ( Pb-Li) has been studied under static
condition, maintaining Pb-Li at 550 C for different time duration... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Robust Estimation of Change-Point Location,
Abstract: We introduce a robust estimator of the location parameter for the
change-point in the mean based on the Wilcoxon statistic and establish its
consistency for $L_1$ near epoch dependent processes. It is shown that the
consistency rate depends on the magnitude o... | [
0,
0,
1,
1,
0,
0
] | [
"Statistics",
"Mathematics"
] |
Title: Linear time-periodic dynamical systems: An H2 analysis and a model reduction framework,
Abstract: Linear time-periodic (LTP) dynamical systems frequently appear in the
modeling of phenomena related to fluid dynamics, electronic circuits, and
structural mechanics via linearization centered around known periodic o... | [
1,
0,
0,
0,
0,
0
] | [
"Mathematics",
"Physics",
"Computer Science"
] |
Title: Utilizing artificial neural networks to predict demand for weather-sensitive products at retail stores,
Abstract: One key requirement for effective supply chain management is the quality of
its inventory management. Various inventory management methods are typically
employed for different types of products based... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics",
"Quantitative Finance"
] |
Title: Continuously tempered Hamiltonian Monte Carlo,
Abstract: Hamiltonian Monte Carlo (HMC) is a powerful Markov chain Monte Carlo (MCMC)
method for performing approximate inference in complex probabilistic models of
continuous variables. In common with many MCMC methods, however, the standard
HMC approach performs p... | [
0,
0,
0,
1,
0,
0
] | [
"Statistics",
"Mathematics",
"Computer Science"
] |
Title: Scaling Law for Three-body Collisions in Identical Fermions with $p$-wave Interactions,
Abstract: We experimentally confirmed the threshold behavior and scattering length
scaling law of the three-body loss coefficients in an ultracold spin-polarized
gas of $^6$Li atoms near a $p$-wave Feshbach resonance. We meas... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: An attentive neural architecture for joint segmentation and parsing and its application to real estate ads,
Abstract: In processing human produced text using natural language processing (NLP)
techniques, two fundamental subtasks that arise are (i) segmentation of the
plain text into meaningful subunits (e.g., en... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science"
] |
Title: On algebraically integrable domains in Euclidean spaces,
Abstract: Let $D$ be a bounded domain $D$ in $\mathbb R^n $ with infinitely smooth
boundary and $n$ is odd. We prove that if the volume cut off from the domain by
a hyperplane is an algebraic function of the hyperplane, free of real singular
points, then t... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: A Survey of Model Compression and Acceleration for Deep Neural Networks,
Abstract: Deep convolutional neural networks (CNNs) have recently achieved great
success in many visual recognition tasks. However, existing deep neural network
models are computationally expensive and memory intensive, hindering their
depl... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science"
] |
Title: Stochastic Gradient Monomial Gamma Sampler,
Abstract: Recent advances in stochastic gradient techniques have made it possible to
estimate posterior distributions from large datasets via Markov Chain Monte
Carlo (MCMC). However, when the target posterior is multimodal, mixing
performance is often poor. This resul... | [
1,
0,
0,
1,
0,
0
] | [
"Statistics",
"Computer Science"
] |
Title: Training Neural Networks Using Features Replay,
Abstract: Training a neural network using backpropagation algorithm requires passing
error gradients sequentially through the network. The backward locking prevents
us from updating network layers in parallel and fully leveraging the computing
resources. Recently, ... | [
0,
0,
0,
1,
0,
0
] | [
"Computer Science"
] |
Title: The anti-spherical category,
Abstract: We study a diagrammatic categorification (the "anti-spherical category") of
the anti-spherical module for any Coxeter group. We deduce that Deodhar's
(sign) parabolic Kazhdan-Lusztig polynomials have non-negative coefficients,
and that a monotonicity conjecture of Brenti's ... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Unified Treatment of Spin Torques using a Coupled Magnetisation Dynamics and Three-Dimensional Spin Current Solver,
Abstract: A three-dimensional spin current solver based on a generalised spin
drift-diffusion description, including the spin Hall effect, is integrated with
a magnetisation dynamics solver. The re... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Quantum Speed Limit is Not Quantum,
Abstract: The quantum speed limit (QSL), or the energy-time uncertainty relation,
describes the fundamental maximum rate for quantum time evolution and has been
regarded as being unique in quantum mechanics. In this study, we obtain a
classical speed limit corresponding to the... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: A dual framework for low-rank tensor completion,
Abstract: One of the popular approaches for low-rank tensor completion is to use the
latent trace norm regularization. However, most existing works in this
direction learn a sparse combination of tensors. In this work, we fill this gap
by proposing a variant of th... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Human perception in computer vision,
Abstract: Computer vision has made remarkable progress in recent years. Deep neural
network (DNN) models optimized to identify objects in images exhibit
unprecedented task-trained accuracy and, remarkably, some generalization
ability: new visual problems can now be solved mor... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Quantitative Biology"
] |
Title: Analyses and estimation of certain design parameters of micro-grooved heat pipes,
Abstract: A numerical analysis of heat conduction through the cover plate of a heat
pipe is carried out to determine the temperature of the working substance,
average temperature of heating and cooling surfaces, heat spread in the
... | [
0,
1,
0,
0,
0,
0
] | [
"Physics",
"Mathematics"
] |
Title: Merge decompositions, two-sided Krohn-Rhodes, and aperiodic pointlikes,
Abstract: This paper provides short proofs of two fundamental theorems of finite
semigroup theory whose previous proofs were significantly longer, namely the
two-sided Krohn-Rhodes decomposition theorem and Henckell's aperiodic pointlike
the... | [
1,
0,
1,
0,
0,
0
] | [
"Mathematics",
"Computer Science"
] |
Title: Retrospective Higher-Order Markov Processes for User Trails,
Abstract: Users form information trails as they browse the web, checkin with a
geolocation, rate items, or consume media. A common problem is to predict what
a user might do next for the purposes of guidance, recommendation, or
prefetching. First-order... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Geometrically stopped Markovian random growth processes and Pareto tails,
Abstract: Many empirical studies document power law behavior in size distributions of
economic interest such as cities, firms, income, and wealth. One mechanism for
generating such behavior combines independent and identically distributed
... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics",
"Quantitative Finance"
] |
Title: Self-supervised learning: When is fusion of the primary and secondary sensor cue useful?,
Abstract: Self-supervised learning (SSL) is a reliable learning mechanism in which a
robot enhances its perceptual capabilities. Typically, in SSL a trusted,
primary sensor cue provides supervised training data to a seconda... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Playing Atari with Six Neurons,
Abstract: Deep reinforcement learning on Atari games maps pixel directly to actions;
internally, the deep neural network bears the responsibility of both extracting
useful information and making decisions based on it. Aiming at devoting entire
deep networks to decision making alon... | [
0,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Contraction and uniform convergence of isotonic regression,
Abstract: We consider the problem of isotonic regression, where the underlying signal
$x$ is assumed to satisfy a monotonicity constraint, that is, $x$ lies in the
cone $\{ x\in\mathbb{R}^n : x_1 \leq \dots \leq x_n\}$. We study the isotonic
projection ... | [
0,
0,
1,
1,
0,
0
] | [
"Statistics",
"Mathematics"
] |
Title: Radially distributed values and normal families,
Abstract: Let $L_0$ and $L_1$ be two distinct rays emanating from the origin and let
${\mathcal F}$ be the family of all functions holomorphic in the unit disk
${\mathbb D}$ for which all zeros lie on $L_0$ while all $1$-points lie on
$L_1$. It is shown that ${\ma... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Characterizing Exoplanet Habitability,
Abstract: A habitable exoplanet is a world that can maintain stable liquid water on its
surface. Techniques and approaches to characterizing such worlds are essential,
as performing a census of Earth-like planets that may or may not have life will
inform our understanding o... | [
0,
1,
0,
0,
0,
0
] | [
"Physics",
"Quantitative Biology"
] |
Title: Combining learned and analytical models for predicting action effects,
Abstract: One of the most basic skills a robot should possess is predicting the effect
of physical interactions with objects in the environment. This enables optimal
action selection to reach a certain goal state. Traditionally, dynamics are
... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Physics"
] |
Title: Qualification Conditions in Semi-algebraic Programming,
Abstract: For an arbitrary finite family of semi-algebraic/definable functions, we
consider the corresponding inequality constraint set and we study qualification
conditions for perturbations of this set. In particular we prove that all
positive diagonal pe... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: A one-dimensional model for water desalination by flow-through electrode capacitive deionization,
Abstract: Capacitive deionization (CDI) is a fast-emerging water desalination
technology in which a small cell voltage of ~1 V across porous carbon
electrodes removes salt from feedwaters via electrosorption. In flo... | [
1,
1,
0,
0,
0,
0
] | [
"Physics",
"Mathematics"
] |
Title: Preventing Hospital Acquired Infections Through a Workflow-Based Cyber-Physical System,
Abstract: Hospital acquired infections (HAI) are infections acquired within the
hospital from healthcare workers, patients or from the environment, but which
have no connection to the initial reason for the patient's hospital... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Quantitative Biology"
] |
Title: OpenML Benchmarking Suites and the OpenML100,
Abstract: We advocate the use of curated, comprehensive benchmark suites of machine
learning datasets, backed by standardized OpenML-based interfaces and
complementary software toolkits written in Python, Java and R. Major
distinguishing features of OpenML benchmark ... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: From mindless mathematics to thinking meat?,
Abstract: Deconstruction of the theme of the 2017 FQXi essay contest is already an
interesting exercise in its own right: Teleology is rarely useful in physics
--- the only known mainstream physics example (black hole event horizons) has a
very mixed score-card --- so... | [
0,
1,
0,
0,
0,
0
] | [
"Physics",
"Mathematics"
] |
Title: When Streams of Optofluidics Meet the Sea of Life,
Abstract: Luke P. Lee is a Tan Chin Tuan Centennial Professor at the National
University of Singapore. In this contribution he describes the power of
optofluidics as a research tool and reviews new insights within the areas of
single cell analysis, microphysiolo... | [
0,
0,
0,
0,
1,
0
] | [
"Quantitative Biology"
] |
Title: Willis Theory via Graphs,
Abstract: We study the scale and tidy subgroups of an endomorphism of a totally
disconnected locally compact group using a geometric framework. This leads to
new interpretations of tidy subgroups and the scale function. Foremost, we
obtain a geometric tidying procedure which applies to ... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: The Effect of Site-Specific Spectral Densities on the High-Dimensional Exciton-Vibrational Dynamics in the FMO Complex,
Abstract: The coupled exciton-vibrational dynamics of a three-site model of the FMO
complex is investigated using the Multi-layer Multi-configuration
Time-dependent Hartree (ML-MCTDH) approach.... | [
0,
1,
0,
0,
0,
0
] | [
"Physics",
"Quantitative Biology"
] |
Title: On the nonparametric maximum likelihood estimator for Gaussian location mixture densities with application to Gaussian denoising,
Abstract: We study the Nonparametric Maximum Likelihood Estimator (NPMLE) for
estimating Gaussian location mixture densities in $d$-dimensions from
independent observations. Unlike us... | [
0,
0,
1,
1,
0,
0
] | [
"Statistics",
"Mathematics"
] |
Title: PRE-render Content Using Tiles (PRECUT). 1. Large-Scale Compound-Target Relationship Analyses,
Abstract: Visualizing a complex network is computationally intensive process and
depends heavily on the number of components in the network. One way to solve
this problem is not to render the network in real time. PRE-... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Quantitative Biology"
] |
Title: Convolution Semigroups of Probability Measures on Gelfand Pairs, Revisited,
Abstract: Our goal is to find classes of convolution semigroups on Lie groups $G$ that
give rise to interesting processes in symmetric spaces $G/K$. The
$K$-bi-invariant convolution semigroups are a well-studied example. An
appealing dir... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics",
"Statistics"
] |
Title: Temporal correlation detection using computational phase-change memory,
Abstract: For decades, conventional computers based on the von Neumann architecture
have performed computation by repeatedly transferring data between their
processing and their memory units, which are physically separated. As
computation be... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Physics"
] |
Title: Quantum Interference of Glory Rescattering in Strong-Field Atomic Ionization,
Abstract: During the ionization of atoms irradiated by linearly polarized intense laser
fields, we find for the first time that the transverse momentum distribution of
photoelectrons can be well fitted by a squared zeroth-order Bessel ... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: On vector measures and extensions of transfunctions,
Abstract: We are interested in extending operators defined on positive measures, called
here transfunctions, to signed measures and vector measures. Our methods use a
somewhat nonstandard approach to measures and vector measures. The necessary
background, incl... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
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