text stringlengths 138 2.38k | labels listlengths 6 6 | Predictions listlengths 1 3 |
|---|---|---|
Title: $\textsf{S}^3T$: An Efficient Score-Statistic for Spatio-Temporal Surveillance,
Abstract: We present an efficient score statistic, called the $\textsf{S}^3 \textsf{T}$
statistic, to detect the emergence of a spatially and temporally correlated
signal from either fixed-sample or sequential data. The signal may ca... | [
0,
0,
1,
1,
0,
0
] | [
"Statistics",
"Mathematics"
] |
Title: Analysis of dropout learning regarded as ensemble learning,
Abstract: Deep learning is the state-of-the-art in fields such as visual object
recognition and speech recognition. This learning uses a large number of
layers, huge number of units, and connections. Therefore, overfitting is a
serious problem. To avoid... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Spatially-resolved Brillouin spectroscopy reveals biomechanical changes in early ectatic corneal disease and post-crosslinking in vivo,
Abstract: Mounting evidence connects the biomechanical properties of tissues to the
development of eye diseases such as keratoconus, a common disease in which the
cornea thins a... | [
0,
0,
0,
0,
1,
0
] | [
"Quantitative Biology",
"Physics"
] |
Title: Conjoined constraints on modified gravity from the expansion history and cosmic growth,
Abstract: In this paper we present conjoined constraints on several cosmological models
from the expansion history $H(z)$ and cosmic growth $f\sigma_8(z)$. The models
we study include the CPL $w_0w_a$ parametrization, the Hol... | [
0,
1,
0,
0,
0,
0
] | [
"Physics",
"Mathematics"
] |
Title: Translations: generalizing relative expressiveness between logics,
Abstract: There is a strong demand for precise means for the comparison of logics in
terms of expressiveness both from theoretical and from application areas. The
aim of this paper is to propose a sufficiently general and reasonable formal
criter... | [
1,
0,
1,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Absence of long range order in the frustrated magnet SrDy$_2$O$_4$ due to trapped defects from a dimensionality crossover,
Abstract: Magnetic frustration and low dimensionality can prevent long range magnetic
order and lead to exotic correlated ground states. SrDy$_2$O$_4$ consists of
magnetic Dy$^{3+}$ ions for... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: A class of multi-resolution approximations for large spatial datasets,
Abstract: Gaussian processes are popular and flexible models for spatial, temporal, and
functional data, but they are computationally infeasible for large datasets. We
discuss Gaussian-process approximations that use basis functions at multip... | [
0,
0,
0,
1,
0,
0
] | [
"Statistics",
"Mathematics"
] |
Title: Emergence of Selective Invariance in Hierarchical Feed Forward Networks,
Abstract: Many theories have emerged which investigate how in- variance is generated in
hierarchical networks through sim- ple schemes such as max and mean pooling.
The restriction to max/mean pooling in theoretical and empirical studies ha... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science"
] |
Title: A Bayesian Estimation for the Fractional Order of the Differential Equation that Models Transport in Unconventional Hydrocarbon Reservoirs,
Abstract: The extraction of natural gas from the earth has been shown to be governed by
differential equations concerning flow through a porous material. Recently,
models su... | [
0,
0,
0,
1,
0,
0
] | [
"Statistics",
"Mathematics"
] |
Title: Numerical simulations of magnetic billiards in a convex domain in $\mathbb{R}^2$,
Abstract: We present numerical simulations of magnetic billiards inside a convex domain
in the plane. | [
0,
1,
1,
0,
0,
0
] | [
"Physics",
"Mathematics"
] |
Title: Supercharacters and the discrete Fourier, cosine, and sine transforms,
Abstract: Using supercharacter theory, we identify the matrices that are diagonalized
by the discrete cosine and discrete sine transforms, respectively. Our method
affords a combinatorial interpretation for the matrix entries. | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Time Complexity of Constraint Satisfaction via Universal Algebra,
Abstract: The exponential-time hypothesis (ETH) states that 3-SAT is not solvable in
subexponential time, i.e. not solvable in O(c^n) time for arbitrary c > 1,
where n denotes the number of variables. Problems like k-SAT can be viewed as
special c... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Magnetic behavior of new compounds, Gd3RuSn6 and Tb3RuSn6,
Abstract: We report temperature (T) dependence of dc magnetization, electrical
resistivity (rho(T)), and heat-capacity of rare-earth (R) compounds, Gd3RuSn6
and Tb3RuSn6, which are found to crystallize in the Yb3CoSn6-type orthorhombic
structure (space g... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Ergodic Exploration of Distributed Information,
Abstract: This paper presents an active search trajectory synthesis technique for
autonomous mobile robots with nonlinear measurements and dynamics. The
presented approach uses the ergodicity of a planned trajectory with respect to
an expected information density m... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Towards Visual Explanations for Convolutional Neural Networks via Input Resampling,
Abstract: The predictive power of neural networks often costs model interpretability.
Several techniques have been developed for explaining model outputs in terms of
input features; however, it is difficult to translate such inte... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Two classes of number fields with a non-principal Euclidean ideal,
Abstract: This paper introduces two classes of totally real quartic number fields, one
of biquadratic extensions and one of cyclic extensions, each of which has a
non-principal Euclidean ideal. It generalizes techniques of Graves used to
prove th... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Finding Crash-Consistency Bugs with Bounded Black-Box Crash Testing,
Abstract: We present a new approach to testing file-system crash consistency: bounded
black-box crash testing (B3). B3 tests the file system in a black-box manner
using workloads of file-system operations. Since the space of possible
workloads ... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science"
] |
Title: Nanopteron solutions of diatomic Fermi-Pasta-Ulam-Tsingou lattices with small mass-ratio,
Abstract: Consider an infinite chain of masses, each connected to its nearest neighbors
by a (nonlinear) spring. This is a Fermi-Pasta-Ulam-Tsingou lattice. We prove
the existence of traveling waves in the setting where the... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics",
"Physics"
] |
Title: Steering Orbital Optimization out of Local Minima and Saddle Points Toward Lower Energy,
Abstract: The general procedure underlying Hartree-Fock and Kohn-Sham density
functional theory calculations consists in optimizing orbitals for a
self-consistent solution of the Roothaan-Hall equations in an iterative
proce... | [
0,
1,
0,
0,
0,
0
] | [
"Physics",
"Chemistry"
] |
Title: CMS-HF Calorimeter Upgrade for Run II,
Abstract: CMS-HF Calorimeters have been undergoing a major upgrade for the last couple
of years to alleviate the problems encountered during Run I, especially in the
PMT and the readout systems. In this poster, the problems caused by the old
PMTs installed in the detectors ... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Adapting Engineering Education to Industrie 4.0 Vision,
Abstract: Industrie 4.0 is originally a future vision described in the high-tech
strategy of the German government that is conceived upon the information and
communication technologies like Cyber-Physical Systems, Internet of Things,
Physical Internet and I... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science"
] |
Title: Orthogonal Statistical Learning,
Abstract: We provide excess risk guarantees for statistical learning in the presence of
an unknown nuisance component. We analyze a two-stage sample splitting
meta-algorithm that takes as input two arbitrary estimation algorithms: one for
the target model and one for the nuisance... | [
1,
0,
1,
1,
0,
0
] | [
"Statistics",
"Mathematics",
"Computer Science"
] |
Title: A note on conditional versus joint unconditional weak convergence in bootstrap consistency results,
Abstract: The consistency of a bootstrap or resampling scheme is classically validated
by weak convergence of conditional laws. However, when working with stochastic
processes in the space of bounded functions and... | [
0,
0,
1,
1,
0,
0
] | [
"Statistics",
"Mathematics"
] |
Title: Flag representations of mixed volumes and mixed functionals of convex bodies,
Abstract: Mixed volumes $V(K_1,\dots, K_d)$ of convex bodies $K_1,\dots ,K_d$ in
Euclidean space $\mathbb{R}^d$ are of central importance in the Brunn-Minkowski
theory. Representations for mixed volumes are available in special cases, ... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Systematic Quantum Mechanical Region Determination in QM/MM Simulation,
Abstract: Hybrid quantum mechanical-molecular mechanical (QM/MM) simulations are widely
used in enzyme simulation. Over ten convergence studies of QM/MM methods have
revealed over the past several years that key energetic and structural
prop... | [
0,
1,
0,
0,
0,
0
] | [
"Physics",
"Chemistry"
] |
Title: Look Mum, no VM Exits! (Almost),
Abstract: Multi-core CPUs are a standard component in many modern embedded systems.
Their virtualisation extensions enable the isolation of services, and gain
popularity to implement mixed-criticality or otherwise split systems. We
present Jailhouse, a Linux-based, OS-agnostic pa... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science"
] |
Title: Harnessing Structures in Big Data via Guaranteed Low-Rank Matrix Estimation,
Abstract: Low-rank modeling plays a pivotal role in signal processing and machine
learning, with applications ranging from collaborative filtering, video
surveillance, medical imaging, to dimensionality reduction and adaptive
filtering.... | [
0,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Mathematics",
"Statistics"
] |
Title: Nano-jet Related to Bessel Beams and to Super-Resolutions in Micro-sphere Optical Experiments,
Abstract: The appearance of a Nano-jet in the micro-sphere optical experiments is
analyzed by relating this effect to non-diffracting Bessel beams. By inserting
a circular aperture with a radius which is in the order o... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: English-Japanese Neural Machine Translation with Encoder-Decoder-Reconstructor,
Abstract: Neural machine translation (NMT) has recently become popular in the field of
machine translation. However, NMT suffers from the problem of repeating or
missing words in the translation. To address this problem, Tu et al. (2... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science"
] |
Title: Finding Bottlenecks: Predicting Student Attrition with Unsupervised Classifier,
Abstract: With pressure to increase graduation rates and reduce time to degree in
higher education, it is important to identify at-risk students early. Automated
early warning systems are therefore highly desirable. In this paper, we... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: SAVITR: A System for Real-time Location Extraction from Microblogs during Emergencies,
Abstract: We present SAVITR, a system that leverages the information posted on the
Twitter microblogging site to monitor and analyse emergency situations. Given
that only a very small percentage of microblogs are geo-tagged, i... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Tidal tails around the outer halo globular clusters Eridanus and Palomar 15,
Abstract: We report the discovery of tidal tails around the two outer halo globular
clusters, Eridanus and Palomar 15, based on $gi$-band images obtained with
DECam at the CTIO 4-m Blanco Telescope. The tidal tails are among the most
re... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Methods for Estimation of Convex Sets,
Abstract: In the framework of shape constrained estimation, we review methods and works
done in convex set estimation. These methods mostly build on stochastic and
convex geometry, empirical process theory, functional analysis, linear
programming, extreme value theory, etc.... | [
0,
0,
1,
1,
0,
0
] | [
"Statistics",
"Mathematics"
] |
Title: An Invitation to Polynomiography via Exponential Series,
Abstract: The subject of Polynomiography deals with algorithmic visualization of
polynomial equations, having many applications in STEM and art, see [Kal04].
Here we consider the polynomiography of the partial sums of the exponential
series. While the expo... | [
1,
0,
1,
0,
0,
0
] | [
"Mathematics",
"Computer Science"
] |
Title: Comparison moduli spaces of Riemann surfaces,
Abstract: We define a kind of moduli space of nested surfaces and mappings, which we
call a comparison moduli space. We review examples of such spaces in geometric
function theory and modern Teichmueller theory, and illustrate how a wide range
of phenomena in complex... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: The Trace Criterion for Kernel Bandwidth Selection for Support Vector Data Description,
Abstract: Support vector data description (SVDD) is a popular anomaly detection
technique. The SVDD classifier partitions the whole data space into an
$\textit{inlier}$ region, which consists of the region $\textit{near}$ the... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Results of measurements of the flux of albedo muons with NEVOD-DECOR experimental complex,
Abstract: Results of investigations of the near-horizontal muons in the range of zenith
angles of 85-95 degrees are presented. In this range, so-called "albedo" muons
(atmospheric muons scattered in the ground into the upp... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: General multilevel Monte Carlo methods for pricing discretely monitored Asian options,
Abstract: We describe general multilevel Monte Carlo methods that estimate the price of
an Asian option monitored at $m$ fixed dates. Our approach yields unbiased
estimators with standard deviation $O(\epsilon)$ in $O(m + (1/\... | [
0,
0,
0,
0,
0,
1
] | [
"Mathematics",
"Quantitative Finance",
"Statistics"
] |
Title: Discovery of Complex Anomalous Patterns of Sexual Violence in El Salvador,
Abstract: When sexual violence is a product of organized crime or social imaginary, the
links between sexual violence episodes can be understood as a latent structure.
With this assumption in place, we can use data science to uncover comp... | [
0,
0,
0,
1,
0,
0
] | [
"Statistics",
"Quantitative Biology"
] |
Title: Using Social Network Information in Bayesian Truth Discovery,
Abstract: We investigate the problem of truth discovery based on opinions from multiple
agents who may be unreliable or biased. We consider the case where agents'
reliabilities or biases are correlated if they belong to the same community,
which defin... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: IVOA Recommendation: HiPS - Hierarchical Progressive Survey,
Abstract: This document presents HiPS, a hierarchical scheme for the description,
storage and access of sky survey data. The system is based on hierarchical
tiling of sky regions at finer and finer spatial resolution which facilitates a
progressive vie... | [
0,
1,
0,
0,
0,
0
] | [
"Physics",
"Computer Science"
] |
Title: Deep Structured Learning for Facial Action Unit Intensity Estimation,
Abstract: We consider the task of automated estimation of facial expression intensity.
This involves estimation of multiple output variables (facial action units ---
AUs) that are structurally dependent. Their structure arises from statistical... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Placing the spotted T Tauri star LkCa 4 on an HR diagram,
Abstract: Ages and masses of young stars are often estimated by comparing their
luminosities and effective temperatures to pre-main sequence stellar evolution
tracks, but magnetic fields and starspots complicate both the observations and
evolution. To und... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Global solutions to reaction-diffusion equations with super-linear drift and multiplicative noise,
Abstract: Let $\xi(t\,,x)$ denote space-time white noise and consider a
reaction-diffusion equation of the form \[
\dot{u}(t\,,x)=\tfrac12 u"(t\,,x) + b(u(t\,,x)) + \sigma(u(t\,,x))
\xi(t\,,x), \] on $\mathbb{R}_+\... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics",
"Statistics",
"Physics"
] |
Title: Parametric Analysis of Cherenkov Light LDF from EAS for High Energy Gamma Rays and Nuclei: Ways of Practical Application,
Abstract: In this paper we propose a 'knee-like' approximation of the lateral
distribution of the Cherenkov light from extensive air showers in the energy
range 30-3000 TeV and study a possib... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: On a Minkowski-like inequality for asymptotically flat static manifolds,
Abstract: The Minkowski inequality is a classical inequality in differential geometry,
giving a bound from below, on the total mean curvature of a convex surface in
Euclidean space, in terms of its area. Recently there has been interest in
... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics",
"Physics"
] |
Title: Sublogarithmic Distributed Algorithms for Lovász Local lemma, and the Complexity Hierarchy,
Abstract: Locally Checkable Labeling (LCL) problems include essentially all the classic
problems of $\mathsf{LOCAL}$ distributed algorithms. In a recent enlightening
revelation, Chang and Pettie [arXiv 1704.06297] showed ... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Testing isomorphism of lattices over CM-orders,
Abstract: A CM-order is a reduced order equipped with an involution that mimics complex
conjugation. The Witt-Picard group of such an order is a certain group of ideal
classes that is closely related to the "minus part" of the class group. We
present a deterministi... | [
1,
0,
1,
0,
0,
0
] | [
"Mathematics",
"Computer Science"
] |
Title: A Multi-Objective Deep Reinforcement Learning Framework,
Abstract: This paper presents a new multi-objective deep reinforcement learning (MODRL)
framework based on deep Q-networks. We propose the use of linear and non-linear
methods to develop the MODRL framework that includes both single-policy and
multi-policy... | [
0,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Show, Attend and Interact: Perceivable Human-Robot Social Interaction through Neural Attention Q-Network,
Abstract: For a safe, natural and effective human-robot social interaction, it is
essential to develop a system that allows a robot to demonstrate the
perceivable responsive behaviors to complex human behavi... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Quantitative Biology"
] |
Title: Sparse Gaussian Processes for Continuous-Time Trajectory Estimation on Matrix Lie Groups,
Abstract: Continuous-time trajectory representations are a powerful tool that can be
used to address several issues in many practical simultaneous localization and
mapping (SLAM) scenarios, like continuously collected measu... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Radial anisotropy in omega Cen limiting the room for an intermediate-mass black hole,
Abstract: Finding an intermediate-mass black hole (IMBH) in a globular cluster (or
proving its absence) would provide valuable insights into our understanding of
galaxy formation and evolution. However, it is challenging to ide... | [
0,
1,
0,
0,
0,
0
] | [
"Physics",
"Astrophysics"
] |
Title: Shrinking Horizon Model Predictive Control with Signal Temporal Logic Constraints under Stochastic Disturbances,
Abstract: We present Shrinking Horizon Model Predictive Control (SHMPC) for
discrete-time linear systems with Signal Temporal Logic (STL) specification
constraints under stochastic disturbances. The c... | [
1,
0,
1,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Analytic properties of approximate lattices,
Abstract: We introduce a notion of cocycle-induction for strong uniform approximate
lattices in locally compact second countable groups and use it to relate
(relative) Kazhdan- and Haagerup-type of approximate lattices to the
corresponding properties of the ambient lo... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Extremes of threshold-dependent Gaussian processes,
Abstract: In this contribution we are concerned with the asymptotic behaviour as $u\to
\infty$ of $\mathbb{P}\{\sup_{t\in [0,T]} X_u(t)> u\}$, where $X_u(t),t\in
[0,T],u>0$ is a family of centered Gaussian processes with continuous
trajectories. A key applicati... | [
0,
0,
1,
1,
0,
0
] | [
"Mathematics",
"Statistics"
] |
Title: The null hypothesis of common jumps in case of irregular and asynchronous observations,
Abstract: This paper proposes novel tests for the absence of jumps in a univariate
semimartingale and for the absence of common jumps in a bivariate
semimartingale. Our methods rely on ratio statistics of power variations bas... | [
0,
0,
1,
0,
0,
0
] | [
"Statistics",
"Quantitative Finance"
] |
Title: What Drives the International Development Agenda? An NLP Analysis of the United Nations General Debate 1970-2016,
Abstract: There is surprisingly little known about agenda setting for international
development in the United Nations (UN) despite it having a significant
influence on the process and outcomes of dev... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Quantitative Finance"
] |
Title: Randomizing growing networks with a time-respecting null model,
Abstract: Complex networks are often used to represent systems that are not static but
grow with time: people make new friendships, new papers are published and refer
to the existing ones, and so forth. To assess the statistical significance of
meas... | [
1,
1,
0,
0,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: The path to high-energy electron-positron colliders: from Wideroe's betatron to Touschek's AdA and to LEP,
Abstract: We describe the road which led to the construction and exploitation of
electron positron colliders, hightlighting how the young physics student Bruno
Touschek met the Norwegian engineer Rolf Wider... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Dimensionality reduction for acoustic vehicle classification with spectral embedding,
Abstract: We propose a method for recognizing moving vehicles, using data from roadside
audio sensors. This problem has applications ranging widely, from traffic
analysis to surveillance. We extract a frequency signature from t... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Variational obstacle avoidance problem on Riemannian manifolds,
Abstract: We introduce variational obstacle avoidance problems on Riemannian manifolds
and derive necessary conditions for the existence of their normal extremals.
The problem consists of minimizing an energy functional depending on the
velocity and... | [
1,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Deep Voice 3: Scaling Text-to-Speech with Convolutional Sequence Learning,
Abstract: We present Deep Voice 3, a fully-convolutional attention-based neural
text-to-speech (TTS) system. Deep Voice 3 matches state-of-the-art neural
speech synthesis systems in naturalness while training ten times faster. We
scale De... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science"
] |
Title: Two provably consistent divide and conquer clustering algorithms for large networks,
Abstract: In this article, we advance divide-and-conquer strategies for solving the
community detection problem in networks. We propose two algorithms which
perform clustering on a number of small subgraphs and finally patches t... | [
0,
0,
1,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Effective Description of Higher-Order Scalar-Tensor Theories,
Abstract: Most existing theories of dark energy and/or modified gravity, involving a
scalar degree of freedom, can be conveniently described within the framework of
the Effective Theory of Dark Energy, based on the unitary gauge where the
scalar field... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Finite-dimensional Gaussian approximation with linear inequality constraints,
Abstract: Introducing inequality constraints in Gaussian process (GP) models can lead
to more realistic uncertainties in learning a great variety of real-world
problems. We consider the finite-dimensional Gaussian approach from Maatouk... | [
1,
0,
0,
1,
0,
0
] | [
"Statistics",
"Mathematics"
] |
Title: Learning Rates for Kernel-Based Expectile Regression,
Abstract: Conditional expectiles are becoming an increasingly important tool in finance
as well as in other areas of applications. We analyse a support vector machine
type approach for estimating conditional expectiles and establish learning
rates that are mi... | [
0,
0,
0,
1,
0,
0
] | [
"Statistics",
"Mathematics",
"Quantitative Finance"
] |
Title: Obstructions for three-coloring and list three-coloring $H$-free graphs,
Abstract: A graph is $H$-free if it has no induced subgraph isomorphic to $H$. We
characterize all graphs $H$ for which there are only finitely many minimal
non-three-colorable $H$-free graphs. Such a characterization was previously
known o... | [
1,
0,
0,
0,
0,
0
] | [
"Mathematics",
"Computer Science"
] |
Title: Improving and Assessing Planet Sensitivity of the GPI Exoplanet Survey with a Forward Model Matched Filter,
Abstract: We present a new matched filter algorithm for direct detection of point
sources in the immediate vicinity of bright stars. The stellar Point Spread
Function (PSF) is first subtracted using a Karh... | [
0,
1,
0,
0,
0,
0
] | [
"Physics",
"Astrophysics"
] |
Title: On the Solution of Linear Programming Problems in the Age of Big Data,
Abstract: The Big Data phenomenon has spawned large-scale linear programming problems.
In many cases, these problems are non-stationary. In this paper, we describe a
new scalable algorithm called NSLP for solving high-dimensional, non-station... | [
1,
0,
1,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Plasmonic properties of refractory titanium nitride,
Abstract: The development of plasmonic and metamaterial devices requires the research
of high-performance materials, alternative to standard noble metals. Renewed as
refractory stable compound for durable coatings, titanium nitride has been
recently proposed a... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Improving Community Detection by Mining Social Interactions,
Abstract: Social relationships can be divided into different classes based on the
regularity with which they occur and the similarity among them. Thus, rare and
somewhat similar relationships are random and cause noise in a social network,
thus hiding ... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: The set of quantum correlations is not closed,
Abstract: We construct a linear system non-local game which can be played perfectly
using a limit of finite-dimensional quantum strategies, but which cannot be
played perfectly on any finite-dimensional Hilbert space, or even with any
tensor-product strategy. In par... | [
0,
0,
1,
0,
0,
0
] | [
"Physics",
"Mathematics"
] |
Title: Transferring Agent Behaviors from Videos via Motion GANs,
Abstract: A major bottleneck for developing general reinforcement learning agents is
determining rewards that will yield desirable behaviors under various
circumstances. We introduce a general mechanism for automatically specifying
meaningful behaviors fr... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Effective computation of $\mathrm{SO}(3)$ and $\mathrm{O}(3)$ linear representations symmetry classes,
Abstract: We propose a general algorithm to compute all the symmetry classes of any
$\mathrm{SO}(3)$ or $\mathrm{O}(3)$ linear representation. This method relies
on the introduction of a binary operator between... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics",
"Physics"
] |
Title: Mass Conservative and Energy Stable Finite Difference Methods for the Quasi-incompressible Navier-Stokes-Cahn-Hilliard system: Primitive Variable and Projection-Type Schemes,
Abstract: In this paper we describe two fully mass conservative, energy stable, finite
difference methods on a staggered grid for the quas... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics",
"Physics",
"Computer Science"
] |
Title: Automatic Trimap Generation for Image Matting,
Abstract: Image matting is a longstanding problem in computational photography.
Although, it has been studied for more than two decades, yet there is a
challenge of developing an automatic matting algorithm which does not require
any human efforts. Most of the state... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science"
] |
Title: X-ray spectral properties of seven heavily obscured Seyfert 2 galaxies,
Abstract: We present the combined Chandra and Swift-BAT spectral analysis of seven
Seyfert 2 galaxies selected from the Swift-BAT 100-month catalog. We selected
nearby (z<=0.03) sources lacking of a ROSAT counterpart and never previously
obs... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Automatic Analysis of EEGs Using Big Data and Hybrid Deep Learning Architectures,
Abstract: Objective: A clinical decision support tool that automatically interprets
EEGs can reduce time to diagnosis and enhance real-time applications such as
ICU monitoring. Clinicians have indicated that a sensitivity of 95% wi... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Quantitative Biology"
] |
Title: Implementing a Concept Network Model,
Abstract: The same concept can mean different things or be instantiated in different
forms depending on context, suggesting a degree of flexibility within the
conceptual system. We propose that a compositional network model can be used to
capture and predict this flexibility... | [
0,
0,
0,
0,
1,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Generalized Sheet Transition Conditions (GSTCs) for a Metascreen -- A Fishnet Metasurface,
Abstract: We used a multiple-scale homogenization method to derive generalized sheet
transition conditions (GSTCs) for electromagnetic fields at the surface of a
metascreen---a metasurface with a "fishnet" structure. These... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: $k^{τ,ε}$-anonymity: Towards Privacy-Preserving Publishing of Spatiotemporal Trajectory Data,
Abstract: Mobile network operators can track subscribers via passive or active
monitoring of device locations. The recorded trajectories offer an
unprecedented outlook on the activities of large user populations, which
... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Life-span of blowup solutions to semilinear wave equation with space-dependent critical damping,
Abstract: This paper is concerned with the blowup phenomena for initial value problem
of semilinear wave equation with critical space-dependent damping term
(DW:$V$). The main result of the present paper is to give a... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics",
"Physics"
] |
Title: The Word Problem of $\mathbb{Z}^n$ Is a Multiple Context-Free Language,
Abstract: The \emph{word problem} of a group $G = \langle \Sigma \rangle$ can be
defined as the set of formal words in $\Sigma^*$ that represent the identity in
$G$. When viewed as formal languages, this gives a strong connection between
cla... | [
1,
0,
1,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Learning Policies for Markov Decision Processes from Data,
Abstract: We consider the problem of learning a policy for a Markov decision process
consistent with data captured on the state-actions pairs followed by the
policy. We assume that the policy belongs to a class of parameterized policies
which are defined... | [
1,
0,
1,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Singular Riemannian flows and characteristic numbers,
Abstract: Let $M$ be an even-dimensional, oriented closed manifold. We show that the
restriction of a singular Riemannian flow on $M$ to a small tubular
neighborhood of each connected component of its singular stratum is
foliated-diffeomorphic to an isometric... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Transformation Models in High-Dimensions,
Abstract: Transformation models are a very important tool for applied statisticians and
econometricians. In many applications, the dependent variable is transformed so
that homogeneity or normal distribution of the error holds. In this paper, we
analyze transformation mo... | [
0,
0,
1,
1,
0,
0
] | [
"Statistics",
"Quantitative Finance"
] |
Title: On the role of synaptic stochasticity in training low-precision neural networks,
Abstract: Stochasticity and limited precision of synaptic weights in neural network
models are key aspects of both biological and hardware modeling of learning
processes. Here we show that a neural network model with stochastic bina... | [
1,
1,
0,
1,
0,
0
] | [
"Computer Science",
"Quantitative Biology"
] |
Title: Characterization of polynomials whose large powers have all positive coefficients,
Abstract: We give a criterion which characterizes a homogeneous real multi-variate
polynomial to have the property that all sufficiently large powers of the
polynomial (as well as their products with any given positive homogeneous... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Bloch line dynamics within moving domain walls in 3D ferromagnets,
Abstract: We study field-driven magnetic domain wall dynamics in garnet strips by
large-scale three-dimensional micromagnetic simulations. The domain wall
propagation velocity as a function of the applied field exhibits a low-field
linear part te... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Strong Metric Subregularity of Mappings in Variational Analysis and Optimization,
Abstract: Although the property of strong metric subregularity of set-valued mappings
has been present in the literature under various names and with various
definitions for more than two decades, it has attracted much less attenti... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Systematic Identification of LAEs for Visible Exploration and Reionization Research Using Subaru HSC (SILVERRUSH). I. Program Strategy and Clustering Properties of ~2,000 Lya Emitters at z=6-7 over the 0.3-0.5 Gpc$^2$ Survey Area,
Abstract: We present the SILVERRUSH program strategy and clustering properties
inv... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Asymptotic Enumeration of Compacted Binary Trees,
Abstract: A compacted tree is a graph created from a binary tree such that repeatedly
occurring subtrees in the original tree are represented by pointers to existing
ones, and hence every subtree is unique. Such representations form a special
class of directed ac... | [
1,
0,
0,
0,
0,
0
] | [
"Mathematics",
"Computer Science"
] |
Title: Stable and unstable vortex knots in a trapped Bose-Einstein condensate,
Abstract: The dynamics of a quantum vortex torus knot ${\cal T}_{P,Q}$ and similar
knots in an atomic Bose-Einstein condensate at zero temperature in the
Thomas-Fermi regime has been considered in the hydrodynamic approximation. The
condensa... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Proximally Guided Stochastic Subgradient Method for Nonsmooth, Nonconvex Problems,
Abstract: In this paper, we introduce a stochastic projected subgradient method for
weakly convex (i.e., uniformly prox-regular) nonsmooth, nonconvex functions---a
wide class of functions which includes the additive and convex com... | [
1,
0,
1,
0,
0,
0
] | [
"Mathematics",
"Computer Science",
"Statistics"
] |
Title: Solvable Integration Problems and Optimal Sample Size Selection,
Abstract: We compute the integral of a function or the expectation of a random variable
with minimal cost and use, for our new algorithm and for upper bounds of the
complexity, i.i.d. samples. Under certain assumptions it is possible to select
a sa... | [
0,
0,
0,
1,
0,
0
] | [
"Mathematics",
"Statistics"
] |
Title: Label Stability in Multiple Instance Learning,
Abstract: We address the problem of \emph{instance label stability} in multiple
instance learning (MIL) classifiers. These classifiers are trained only on
globally annotated images (bags), but often can provide fine-grained
annotations for image pixels or patches (i... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics",
"Quantitative Biology"
] |
Title: Event-Radar: Real-time Local Event Detection System for Geo-Tagged Tweet Streams,
Abstract: The local event detection is to use posting messages with geotags on social
networks to reveal the related ongoing events and their locations. Recent
studies have demonstrated that the geo-tagged tweet stream serves as an... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science"
] |
Title: Understanding Geometry of Encoder-Decoder CNNs,
Abstract: Encoder-decoder networks using convolutional neural network (CNN)
architecture have been extensively used in deep learning literatures thanks to
its excellent performance for various inverse problems in computer vision,
medical imaging, etc. However, it i... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Proceedings Eighth Workshop on Intersection Types and Related Systems,
Abstract: This volume contains a final and revised selection of papers presented at the
Eighth Workshop on Intersection Types and Related Systems (ITRS 2016), held on
June 26, 2016 in Porto, in affiliation with FSCD 2016. | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Cluster-based Haldane state in edge-shared tetrahedral spin-cluster chain: Fedotovite K$_2$Cu$_3$O(SO$_4$)$_3$,
Abstract: Fedotovite K$_2$Cu$_3$O(SO$_4$)$_3$ is a candidate of new quantum spin
systems, in which the edge-shared tetrahedral (EST) spin-clusters consisting of
Cu$^{2+}$ are connected by weak inter-cl... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
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