text stringlengths 57 2.88k | labels listlengths 6 6 |
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Title: Birecurrent sets,
Abstract: A set is called recurrent if its minimal automaton is strongly connected and
birecurrent if it is recurrent as well as its reversal. We prove a series of
results concerning birecurrent sets. It is already known that any birecurrent
set is completely reducible (that is, such that the m... | [
1,
0,
1,
0,
0,
0
] |
Title: Lazarsfeld-Mukai Reflexive Sheaves and their Stability,
Abstract: Consider an ample and globally generated line bundle $L$ on a smooth
projective variety $X$ of dimension $N\geq 2$ over $\mathbb{C}$. Let $D$ be a
smooth divisor in the complete linear system of $L$. We construct reflexive
sheaves on $X$ by an ele... | [
0,
0,
1,
0,
0,
0
] |
Title: Efficient Estimation of Linear Functionals of Principal Components,
Abstract: We study principal component analysis (PCA) for mean zero i.i.d. Gaussian
observations $X_1,\dots, X_n$ in a separable Hilbert space $\mathbb{H}$ with
unknown covariance operator $\Sigma.$ The complexity of the problem is
characterized... | [
0,
0,
1,
1,
0,
0
] |
Title: An Extension of Heron's Formula,
Abstract: This paper introduces an extension of Heron's formula to approximate area of
cyclic n-gons where the error never exceeds $\frac{\pi}{e}-1$ | [
0,
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1,
0,
0,
0
] |
Title: Learning Less-Overlapping Representations,
Abstract: In representation learning (RL), how to make the learned representations easy
to interpret and less overfitted to training data are two important but
challenging issues. To address these problems, we study a new type of
regulariza- tion approach that encourage... | [
1,
0,
0,
1,
0,
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] |
Title: LDPC Code Design for Distributed Storage: Balancing Repair Bandwidth, Reliability and Storage Overhead,
Abstract: Distributed storage systems suffer from significant repair traffic generated
due to frequent storage node failures. This paper shows that properly designed
low-density parity-check (LDPC) codes can s... | [
1,
0,
0,
0,
0,
0
] |
Title: Structural, magnetic, and electronic properties of GdTiO3 Mott insulator thin films grown by pulsed laser deposition,
Abstract: We report on the optimization process to synthesize epitaxial thin films of
GdTiO3 on SrLaGaO4 substrates by pulsed laser deposition. Optimized films are
free of impurity phases and are... | [
0,
1,
0,
0,
0,
0
] |
Title: Fluid-Structure Interaction with the Entropic Lattice Boltzmann Method,
Abstract: We propose a novel fluid-structure interaction (FSI) scheme using the
entropic multi-relaxation time lattice Boltzmann (KBC) model for the fluid
domain in combination with a nonlinear finite element solver for the structural
part. ... | [
0,
1,
0,
0,
0,
0
] |
Title: Feature-based visual odometry prior for real-time semi-dense stereo SLAM,
Abstract: Robust and fast motion estimation and mapping is a key prerequisite for
autonomous operation of mobile robots. The goal of performing this task solely
on a stereo pair of video cameras is highly demanding and bears conflicting
ob... | [
1,
0,
0,
0,
0,
0
] |
Title: Compressive Sensing Approaches for Autonomous Object Detection in Video Sequences,
Abstract: Video analytics requires operating with large amounts of data. Compressive
sensing allows to reduce the number of measurements required to represent the
video using the prior knowledge of sparsity of the original signal,... | [
1,
0,
0,
1,
0,
0
] |
Title: A Generalization of Quasi-twisted Codes: Multi-twisted codes,
Abstract: Cyclic codes and their various generalizations, such as quasi-twisted (QT)
codes, have a special place in algebraic coding theory. Among other things,
many of the best-known or optimal codes have been obtained from these classes.
In this wor... | [
1,
0,
1,
0,
0,
0
] |
Title: On the Successive Cancellation Decoding of Polar Codes with Arbitrary Linear Binary Kernels,
Abstract: A method for efficiently successive cancellation (SC) decoding of polar codes
with high-dimensional linear binary kernels (HDLBK) is presented and analyzed.
We devise a $l$-expressions method which can obtain s... | [
1,
0,
1,
0,
0,
0
] |
Title: OpenML: An R Package to Connect to the Machine Learning Platform OpenML,
Abstract: OpenML is an online machine learning platform where researchers can easily
share data, machine learning tasks and experiments as well as organize them
online to work and collaborate more efficiently. In this paper, we present an R... | [
1,
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1,
0,
0
] |
Title: Direct mapping of the temperature and velocity gradients in discs. Imaging the vertical CO snow line around IM Lupi,
Abstract: Accurate measurements of the physical structure of protoplanetary discs are
critical inputs for planet formation models. These constraints are
traditionally established via complex model... | [
0,
1,
0,
0,
0,
0
] |
Title: A Machine Learning Alternative to P-values,
Abstract: This paper presents an alternative approach to p-values in regression
settings. This approach, whose origins can be traced to machine learning, is
based on the leave-one-out bootstrap for prediction error. In machine learning
this is called the out-of-bag (OO... | [
1,
0,
0,
1,
0,
0
] |
Title: Image Registration Techniques: A Survey,
Abstract: Image Registration is the process of aligning two or more images of the same
scene with reference to a particular image. The images are captured from
various sensors at different times and at multiple view-points. Thus to get a
better picture of any change of a ... | [
1,
0,
0,
0,
0,
0
] |
Title: Hybrid quantum-classical modeling of quantum dot devices,
Abstract: The design of electrically driven quantum dot devices for quantum optical
applications asks for modeling approaches combining classical device physics
with quantum mechanics. We connect the well-established fields of
semi-classical semiconductor... | [
0,
1,
0,
0,
0,
0
] |
Title: Efficient exploration with Double Uncertain Value Networks,
Abstract: This paper studies directed exploration for reinforcement learning agents by
tracking uncertainty about the value of each available action. We identify two
sources of uncertainty that are relevant for exploration. The first originates
from lim... | [
1,
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0,
1,
0,
0
] |
Title: Auxiliary Variables for Multi-Dirichlet Priors,
Abstract: Bayesian models that mix multiple Dirichlet prior parameters, called
Multi-Dirichlet priors (MD) in this paper, are gaining popularity. Inferring
mixing weights and parameters of mixed prior distributions seems tricky, as
sums over Dirichlet parameters co... | [
0,
0,
0,
1,
0,
0
] |
Title: Numerical non-LTE 3D radiative transfer using a multigrid method,
Abstract: 3D non-LTE radiative transfer problems are computationally demanding, and
this sets limits on the size of the problems that can be solved. So far
Multilevel Accelerated Lambda Iteration (MALI) has been to the method of choice
to perform ... | [
0,
1,
0,
0,
0,
0
] |
Title: Test Case Prioritization Techniques for Model-Based Testing: A Replicated Study,
Abstract: Recently, several Test Case Prioritization (TCP) techniques have been
proposed to order test cases for achieving a goal during test execution,
particularly, revealing faults sooner. In the Model-Based Testing (MBT)
context... | [
1,
0,
0,
0,
0,
0
] |
Title: Deep Domain Adaptation Based Video Smoke Detection using Synthetic Smoke Images,
Abstract: In this paper, a deep domain adaptation based method for video smoke
detection is proposed to extract a powerful feature representation of smoke.
Due to the smoke image samples limited in scale and diversity for deep CNN
t... | [
1,
0,
0,
0,
0,
0
] |
Title: NaCl crystal from salt solution with far below saturated concentration under ambient condition,
Abstract: Under ambient conditions, we directly observed NaCl crystals experimentally
in the rGO membranes soaked in the salt solution with concentration below and
far below the saturated concentration. Moreover, in m... | [
0,
1,
0,
0,
0,
0
] |
Title: The localization transition in SU(3) gauge theory,
Abstract: We study the Anderson-like localization transition in the spectrum of the
Dirac operator of quenched QCD. Above the deconfining transition we determine
the temperature dependence of the mobility edge separating localized and
delocalized eigenmodes in t... | [
0,
1,
0,
0,
0,
0
] |
Title: Conformation Clustering of Long MD Protein Dynamics with an Adversarial Autoencoder,
Abstract: Recent developments in specialized computer hardware have greatly accelerated
atomic level Molecular Dynamics (MD) simulations. A single GPU-attached cluster
is capable of producing microsecond-length trajectories in r... | [
0,
0,
0,
0,
1,
0
] |
Title: Correction to the article: Floer homology and splicing knot complements,
Abstract: This note corrects the mistakes in the splicing formulas of the paper "Floer
homology and splicing knot complements". The mistakes are the result of the
incorrect assumption that for a knot $K$ inside a homology sphere $Y$, the
in... | [
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1,
0,
0,
0
] |
Title: Tree tribes and lower bounds for switching lemmas,
Abstract: We show tight upper and lower bounds for switching lemmas obtained by the
action of random $p$-restrictions on boolean functions that can be expressed as
decision trees in which every vertex is at a distance of at most $t$ from some
leaf, also called $... | [
1,
0,
0,
0,
0,
0
] |
Title: NeuralPower: Predict and Deploy Energy-Efficient Convolutional Neural Networks,
Abstract: "How much energy is consumed for an inference made by a convolutional neural
network (CNN)?" With the increased popularity of CNNs deployed on the
wide-spectrum of platforms (from mobile devices to workstations), the answer... | [
1,
0,
0,
1,
0,
0
] |
Title: The Minor Fall, the Major Lift: Inferring Emotional Valence of Musical Chords through Lyrics,
Abstract: We investigate the association between musical chords and lyrics by analyzing
a large dataset of user-contributed guitar tablatures. Motivated by the idea
that the emotional content of chords is reflected in t... | [
1,
0,
0,
0,
0,
0
] |
Title: Subextensions for co-induced modules,
Abstract: Using cohomological methods, we prove a criterion for the embedding of a
group extension with abelian kernel into the split extension of a co-induced
module. This generalises some earlier similar results. We also prove an
assertion about the conjugacy of complement... | [
0,
0,
1,
0,
0,
0
] |
Title: Existence theorems for the Cauchy problem of 2D nonhomogeneous incompressible non-resistive MHD equations with vacuum,
Abstract: In this paper, we investigate the Cauchy problem of the nonhomogeneous
incompressible non-resistive MHD on $\mathbb{R}^2$ with vacuum as far field
density and prove that the 2D Cauchy ... | [
0,
0,
1,
0,
0,
0
] |
Title: Density-equalizing maps for simply-connected open surfaces,
Abstract: In this paper, we are concerned with the problem of creating flattening maps
of simply-connected open surfaces in $\mathbb{R}^3$. Using a natural principle
of density diffusion in physics, we propose an effective algorithm for
computing densit... | [
1,
0,
1,
0,
0,
0
] |
Title: Measuring the radius and mass of Planet Nine,
Abstract: Batygin and Brown (2016) have suggested the existence of a new Solar System
planet supposed to be responsible for the perturbation of eccentric orbits of
small outer bodies. The main challenge is now to detect and characterize this
putative body. Here we in... | [
0,
1,
0,
0,
0,
0
] |
Title: Small presentations of model categories and Vopěnka's principle,
Abstract: We prove existence results for small presentations of model categories
generalizing a theorem of D. Dugger from combinatorial model categories to more
general model categories. Some of these results are shown under the assumption
of Vopěn... | [
0,
0,
1,
0,
0,
0
] |
Title: Towards the LISA Backlink: Experiment design for comparing optical phase reference distribution systems,
Abstract: LISA is a proposed space-based laser interferometer detecting gravitational
waves by measuring distances between free-floating test masses housed in three
satellites in a triangular constellation wi... | [
0,
1,
0,
0,
0,
0
] |
Title: Real-valued (Medical) Time Series Generation with Recurrent Conditional GANs,
Abstract: Generative Adversarial Networks (GANs) have shown remarkable success as a
framework for training models to produce realistic-looking data. In this work,
we propose a Recurrent GAN (RGAN) and Recurrent Conditional GAN (RCGAN) ... | [
1,
0,
0,
1,
0,
0
] |
Title: Multichannel Robot Speech Recognition Database: MChRSR,
Abstract: In real human robot interaction (HRI) scenarios, speech recognition
represents a major challenge due to robot noise, background noise and
time-varying acoustic channel. This document describes the procedure used to
obtain the Multichannel Robot Sp... | [
1,
0,
0,
0,
0,
0
] |
Title: Two simple observations on representations of metaplectic groups,
Abstract: M. Hanzer and I. Matic have proved that the genuine unitary principal series
representations of the metaplectic groups are irreducible. A simple consequence
of that paper is a criterion for the irreducibility of the non-unitary
principal... | [
0,
0,
1,
0,
0,
0
] |
Title: Near-sphere lattices with constant nonlocal mean curvature,
Abstract: We are concerned with unbounded sets of $\mathbb{R}^N$ whose boundary has
constant nonlocal (or fractional) mean curvature, which we call CNMC sets. This
is the equation associated to critical points of the fractional perimeter
functional unde... | [
0,
0,
1,
0,
0,
0
] |
Title: Stability, convergence, and limit cycles in some human physiological processes,
Abstract: Mathematical models for physiological processes aid qualitative understanding
of the impact of various parameters on the underlying process. We analyse two
such models for human physiological processes: the Mackey-Glass and... | [
1,
0,
0,
0,
0,
0
] |
Title: Poisson multi-Bernoulli mixture filter: direct derivation and implementation,
Abstract: We provide a derivation of the Poisson multi-Bernoulli mixture (PMBM) filter
for multi-target tracking with the standard point target measurements without
using probability generating functionals or functional derivatives. We... | [
1,
0,
0,
1,
0,
0
] |
Title: Universality of density waves in p-doped La2CuO4 and n-doped Nd2CuO4+y,
Abstract: The contribution of $O^{2-}$ ions to antiferromagnetism in
$La_{2-x}Ae_xCuO_4$ ($Ae = Sr, Ba)$ is highly sensitive to doped holes. In
contrast, the contribution of $Cu^{2+}$ ions to antiferromagnetism in
$Nd_{2-x}Ce_xCuO_{4+y}$ is ... | [
0,
1,
0,
0,
0,
0
] |
Title: The perceived assortativity of social networks: Methodological problems and solutions,
Abstract: Networks describe a range of social, biological and technical phenomena. An
important property of a network is its degree correlation or assortativity,
describing how nodes in the network associate based on their num... | [
1,
0,
0,
1,
0,
0
] |
Title: The Taipan Galaxy Survey: Scientific Goals and Observing Strategy,
Abstract: Taipan is a multi-object spectroscopic galaxy survey starting in 2017 that
will cover 2pi steradians over the southern sky, and obtain optical spectra for
about two million galaxies out to z<0.4. Taipan will use the newly-refurbished
1.... | [
0,
1,
0,
0,
0,
0
] |
Title: The Externalities of Exploration and How Data Diversity Helps Exploitation,
Abstract: Online learning algorithms, widely used to power search and content
optimization on the web, must balance exploration and exploitation, potentially
sacrificing the experience of current users for information that will lead to
b... | [
0,
0,
0,
1,
0,
0
] |
Title: Invariant submanifolds of (LCS)n-Manifolds with respect to quarter symmetric metric connection,
Abstract: The object of the present paper is to study invariant submanifolds of
(LCS)n-manifolds with respect to quarter symmetric metric connection. It is
shown that the mean curvature of an invariant submanifold of ... | [
0,
0,
1,
0,
0,
0
] |
Title: Iterated filtering methods for Markov process epidemic models,
Abstract: Dynamic epidemic models have proven valuable for public health decision
makers as they provide useful insights into the understanding and prevention of
infectious diseases. However, inference for these types of models can be
difficult becau... | [
0,
0,
1,
1,
0,
0
] |
Title: An Algebraic-Combinatorial Proof Technique for the GM-MDS Conjecture,
Abstract: This paper considers the problem of designing maximum distance separable
(MDS) codes over small fields with constraints on the support of their
generator matrices. For any given $m\times n$ binary matrix $M$, the GM-MDS
conjecture, d... | [
1,
0,
0,
0,
0,
0
] |
Title: The sequence of open and closed prefixes of a Sturmian word,
Abstract: A finite word is closed if it contains a factor that occurs both as a prefix
and as a suffix but does not have internal occurrences, otherwise it is open.
We are interested in the {\it oc-sequence} of a word, which is the binary
sequence whos... | [
1,
0,
1,
0,
0,
0
] |
Title: Capital Regulation under Price Impacts and Dynamic Financial Contagion,
Abstract: We construct a continuous time model for price-mediated contagion
precipitated by a common exogenous stress to the trading book of all firms in
the financial system. In this setting, firms are constrained so as to satisfy a
risk-we... | [
0,
0,
0,
0,
0,
1
] |
Title: On seaweed subalgebras and meander graphs in type D,
Abstract: In 2000, Dergachev and Kirillov introduced subalgebras of "seaweed type" in
$\mathfrak{gl}_n$ and computed their index using certain graphs, which we call
type-${\sf A}$ meander graphs. Then the subalgebras of seaweed type, or just
"seaweeds", have b... | [
0,
0,
1,
0,
0,
0
] |
Title: Rank Two Non-Commutative Laurent Phenomenon and Pseudo-Positivity,
Abstract: We study polynomial generalizations of the Kontsevich automorphisms acting on
the skew-field of formal rational expressions in two non-commuting variables.
Our main result is the Laurentness and pseudo-positivity of iterations of these
... | [
0,
0,
1,
0,
0,
0
] |
Title: Faster Coordinate Descent via Adaptive Importance Sampling,
Abstract: Coordinate descent methods employ random partial updates of decision
variables in order to solve huge-scale convex optimization problems. In this
work, we introduce new adaptive rules for the random selection of their
updates. By adaptive, we ... | [
1,
0,
1,
1,
0,
0
] |
Title: Convergence of Stochastic Approximation Monte Carlo and modified Wang-Landau algorithms: Tests for the Ising model,
Abstract: We investigate the behavior of the deviation of the estimator for the density
of states (DOS) with respect to the exact solution in the course of Wang-Landau
and Stochastic Approximation ... | [
0,
1,
0,
0,
0,
0
] |
Title: On the approximation by convolution type double singular integral operators,
Abstract: In this paper, we prove the pointwise convergence and the rate of pointwise
convergence for a family of singular integral operators in two-dimensional
setting in the following form: \begin{equation*} L_{\lambda }\left(
f;x,y\r... | [
0,
0,
1,
0,
0,
0
] |
Title: The Moon Illusion explained by the Projective Consciousness Model,
Abstract: The Moon often appears larger near the perceptual horizon and smaller high in
the sky though the visual angle subtended is invariant. We show how this
illusion results from the optimization of a projective geometrical frame for
consciou... | [
0,
0,
0,
0,
1,
0
] |
Title: Approaching the UCT problem via crossed products of the Razak-Jacelon algebra,
Abstract: We show that the UCT problem for separable, nuclear $\mathrm C^*$-algebras
relies only on whether the UCT holds for crossed products of certain finite
cyclic group actions on the Razak-Jacelon algebra. This observation is
an... | [
0,
0,
1,
0,
0,
0
] |
Title: Some Remarks about the Complexity of Epidemics Management,
Abstract: Recent outbreaks of Ebola, H1N1 and other infectious diseases have shown that
the assumptions underlying the established theory of epidemics management are
too idealistic. For an improvement of procedures and organizations involved in
fighting ... | [
0,
1,
0,
0,
0,
0
] |
Title: Poisson-Fermi Formulation of Nonlocal Electrostatics in Electrolyte Solutions,
Abstract: We present a nonlocal electrostatic formulation of nonuniform ions and water
molecules with interstitial voids that uses a Fermi-like distribution to
account for steric and correlation effects in electrolyte solutions. The
f... | [
0,
1,
0,
0,
0,
0
] |
Title: Learning to Transfer,
Abstract: Transfer learning borrows knowledge from a source domain to facilitate
learning in a target domain. Two primary issues to be addressed in transfer
learning are what and how to transfer. For a pair of domains, adopting
different transfer learning algorithms results in different kno... | [
1,
0,
0,
1,
0,
0
] |
Title: Experimental study of mini-magnetosphere,
Abstract: Magnetosphere at ion kinetic scales, or mini-magnetosphere, possesses unusual
features as predicted by numerical simulations. However, there are practically
no data on the subject from space observations and the data which are available
are far too incomplete. ... | [
0,
1,
0,
0,
0,
0
] |
Title: Poster Abstract: LPWA-MAC - a Low Power Wide Area network MAC protocol for cyber-physical systems,
Abstract: Low-Power Wide-Area Networks (LPWANs) are being successfully used for the
monitoring of large-scale systems that are delay-tolerant and which have
low-bandwidth requirements. The next step would be instru... | [
1,
0,
0,
0,
0,
0
] |
Title: The STAR MAPS-based PiXeL detector,
Abstract: The PiXeL detector (PXL) for the Heavy Flavor Tracker (HFT) of the STAR
experiment at RHIC is the first application of the state-of-the-art thin
Monolithic Active Pixel Sensors (MAPS) technology in a collider environment.
Custom built pixel sensors, their readout ele... | [
0,
1,
0,
0,
0,
0
] |
Title: Complete intersection monomial curves and the Cohen-Macaulayness of their tangent cones,
Abstract: Let $C({\bf n})$ be a complete intersection monomial curve in the
4-dimensional affine space. In this paper we study the complete intersection
property of the monomial curve $C({\bf n}+w{\bf v})$, where $w>0$ is an... | [
0,
0,
1,
0,
0,
0
] |
Title: Design of Configurable Sequential Circuits in Quantum-dot Cellular Automata,
Abstract: Quantum-dot cellular automata (QCA) is a likely candidate for future low
power nano-scale electronic devices. Sequential circuits in QCA attract more
attention due to its numerous application in digital industry. On the other
... | [
1,
0,
0,
0,
0,
0
] |
Title: Biderivations of the twisted Heisenberg-Virasoro algebra and their applications,
Abstract: In this paper, the biderivations without the skew-symmetric condition of the
twisted Heisenberg-Virasoro algebra are presented. We find some non-inner and
non-skew-symmetric biderivations. As applications, the characteriza... | [
0,
0,
1,
0,
0,
0
] |
Title: A Data Science Approach to Understanding Residential Water Contamination in Flint,
Abstract: When the residents of Flint learned that lead had contaminated their water
system, the local government made water-testing kits available to them free of
charge. The city government published the results of these tests, ... | [
1,
0,
0,
1,
0,
0
] |
Title: Sum-Product Graphical Models,
Abstract: This paper introduces a new probabilistic architecture called Sum-Product
Graphical Model (SPGM). SPGMs combine traits from Sum-Product Networks (SPNs)
and Graphical Models (GMs): Like SPNs, SPGMs always enable tractable inference
using a class of models that incorporate c... | [
1,
0,
0,
1,
0,
0
] |
Title: Dependence of the Martian radiation environment on atmospheric depth: Modeling and measurement,
Abstract: The energetic particle environment on the Martian surface is influenced by
solar and heliospheric modulation and changes in the local atmospheric pressure
(or column depth). The Radiation Assessment Detector... | [
0,
1,
0,
0,
0,
0
] |
Title: Analyzing the Digital Traces of Political Manipulation: The 2016 Russian Interference Twitter Campaign,
Abstract: Until recently, social media was seen to promote democratic discourse on
social and political issues. However, this powerful communication platform has
come under scrutiny for allowing hostile actors... | [
1,
0,
0,
0,
0,
0
] |
Title: Computing metric hulls in graphs,
Abstract: We prove that, given a closure function the smallest preimage of a closed set
can be calculated in polynomial time in the number of closed sets. This
confirms a conjecture of Albenque and Knauer and implies that there is a
polynomial time algorithm to compute the conve... | [
1,
0,
0,
0,
0,
0
] |
Title: Central Moment Discrepancy (CMD) for Domain-Invariant Representation Learning,
Abstract: The learning of domain-invariant representations in the context of domain
adaptation with neural networks is considered. We propose a new regularization
method that minimizes the discrepancy between domain-specific latent fe... | [
0,
0,
0,
1,
0,
0
] |
Title: AutoShuffleNet: Learning Permutation Matrices via an Exact Lipschitz Continuous Penalty in Deep Convolutional Neural Networks,
Abstract: ShuffleNet is a state-of-the-art light weight convolutional neural network
architecture. Its basic operations include group, channel-wise convolution and
channel shuffling. How... | [
1,
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0,
1,
0,
0
] |
Title: ACDC: Altering Control Dependence Chains for Automated Patch Generation,
Abstract: Once a failure is observed, the primary concern of the developer is to
identify what caused it in order to repair the code that induced the incorrect
behavior. Until a permanent repair is afforded, code repair patches are
invaluab... | [
1,
0,
0,
0,
0,
0
] |
Title: Microlensing of Extremely Magnified Stars near Caustics of Galaxy Clusters,
Abstract: Recent observations of lensed galaxies at cosmological distances have
detected individual stars that are extremely magnified when crossing the
caustics of lensing clusters. In idealized cluster lenses with smooth mass
distribut... | [
0,
1,
0,
0,
0,
0
] |
Title: Convergence rate of a simulated annealing algorithm with noisy observations,
Abstract: In this paper we propose a modified version of the simulated annealing
algorithm for solving a stochastic global optimization problem. More precisely,
we address the problem of finding a global minimizer of a function with noi... | [
0,
0,
1,
1,
0,
0
] |
Title: Trans-allelic model for prediction of peptide:MHC-II interactions,
Abstract: Major histocompatibility complex class two (MHC-II) molecules are
trans-membrane proteins and key components of the cellular immune system. Upon
recognition of foreign peptides expressed on the MHC-II binding groove, helper
T cells moun... | [
0,
0,
0,
1,
0,
0
] |
Title: Improved Speech Reconstruction from Silent Video,
Abstract: Speechreading is the task of inferring phonetic information from visually
observed articulatory facial movements, and is a notoriously difficult task for
humans to perform. In this paper we present an end-to-end model based on a
convolutional neural net... | [
1,
0,
0,
0,
0,
0
] |
Title: Tangent measures of elliptic harmonic measure and applications,
Abstract: Tangent measure and blow-up methods, are powerful tools for understanding the
relationship between the infinitesimal structure of the boundary of a domain
and the behavior of its harmonic measure. We introduce a method for studying
tangent... | [
0,
0,
1,
0,
0,
0
] |
Title: Parametric gain and wavelength conversion via third order nonlinear optics a CMOS compatible waveguide,
Abstract: We demonstrate sub-picosecond wavelength conversion in the C-band via four
wave mixing in a 45cm long high index doped silica spiral waveguide. We achieve
an on/off conversion efficiency (signal to i... | [
0,
1,
0,
0,
0,
0
] |
Title: Doubly Accelerated Stochastic Variance Reduced Dual Averaging Method for Regularized Empirical Risk Minimization,
Abstract: In this paper, we develop a new accelerated stochastic gradient method for
efficiently solving the convex regularized empirical risk minimization problem
in mini-batch settings. The use of ... | [
1,
0,
1,
1,
0,
0
] |
Title: Automatically Leveraging MapReduce Frameworks for Data-Intensive Applications,
Abstract: MapReduce is a popular programming paradigm for developing large-scale,
data-intensive computation. Many frameworks that implement this paradigm have
recently been developed. To leverage these frameworks, however, developers... | [
1,
0,
0,
0,
0,
0
] |
Title: Deep SNP: An End-to-end Deep Neural Network with Attention-based Localization for Break-point Detection in SNP Array Genomic data,
Abstract: Diagnosis and risk stratification of cancer and many other diseases require
the detection of genomic breakpoints as a prerequisite of calling copy number
alterations (CNA).... | [
0,
0,
0,
0,
1,
0
] |
Title: $(L,M)$-fuzzy convex structures,
Abstract: In this paper, the notion of $(L,M)$-fuzzy convex structures is introduced.
It is a generalization of $L$-convex structures and $M$-fuzzifying convex
structures. In our definition of $(L,M)$-fuzzy convex structures, each
$L$-fuzzy subset can be regarded as an $L$-convex... | [
0,
0,
1,
0,
0,
0
] |
Title: Counting intersecting and pairs of cross-intersecting families,
Abstract: A family of subsets of $\{1,\ldots,n\}$ is called {\it intersecting} if any
two of its sets intersect. A classical result in extremal combinatorics due to
Erdős, Ko, and Rado determines the maximum size of an intersecting family
of $k$-sub... | [
1,
0,
1,
0,
0,
0
] |
Title: Zero-field Skyrmions with a High Topological Number in Itinerant Magnets,
Abstract: Magnetic skyrmions are swirling spin textures with topologically protected
noncoplanarity. Recently, skyrmions with the topological number of unity have
been extensively studied in both experiment and theory. We here show that a
... | [
0,
1,
0,
0,
0,
0
] |
Title: DoShiCo Challenge: Domain Shift in Control Prediction,
Abstract: Training deep neural network policies end-to-end for real-world applications
so far requires big demonstration datasets in the real world or big sets
consisting of a large variety of realistic and closely related 3D CAD models.
These real or virtua... | [
1,
0,
0,
0,
0,
0
] |
Title: Optimal Stopping for Interval Estimation in Bernoulli Trials,
Abstract: We propose an optimal sequential methodology for obtaining confidence
intervals for a binomial proportion $\theta$. Assuming that an i.i.d. random
sequence of Benoulli($\theta$) trials is observed sequentially, we are
interested in designing... | [
0,
0,
0,
1,
0,
0
] |
Title: Derivation of a Non-autonomous Linear Boltzmann Equation from a Heterogeneous Rayleigh Gas,
Abstract: A linear Boltzmann equation with nonautonomous collision operator is
rigorously derived in the Boltzmann-Grad limit for the deterministic dynamics
of a Rayleigh gas where a tagged particle is undergoing hard-sph... | [
0,
0,
1,
0,
0,
0
] |
Title: Forward Collision Vehicular Radar with IEEE 802.11: Feasibility Demonstration through Measurements,
Abstract: Increasing safety and automation in transportation systems has led to the
proliferation of radar and IEEE 802.11 dedicated short range communication
(DSRC) in vehicles. Current implementations of vehicul... | [
1,
0,
0,
0,
0,
0
] |
Title: Holistic Interstitial Lung Disease Detection using Deep Convolutional Neural Networks: Multi-label Learning and Unordered Pooling,
Abstract: Accurately predicting and detecting interstitial lung disease (ILD) patterns
given any computed tomography (CT) slice without any pre-processing
prerequisites, such as manu... | [
1,
0,
0,
0,
0,
0
] |
Title: The norm residue symbol for higher local fields,
Abstract: Since the development of higher local class field theory, several explicit
reciprocity laws have been constructed. In particular, there are formulas
describing the higher-dimensional Hilbert symbol given, among others, by M.
Kurihara, A. Zinoviev and S. ... | [
0,
0,
1,
0,
0,
0
] |
Title: Interpretable Structure-Evolving LSTM,
Abstract: This paper develops a general framework for learning interpretable data
representation via Long Short-Term Memory (LSTM) recurrent neural networks over
hierarchal graph structures. Instead of learning LSTM models over the pre-fixed
structures, we propose to furthe... | [
1,
0,
0,
0,
0,
0
] |
Title: On Optimization over Tail Distributions,
Abstract: We investigate the use of optimization to compute bounds for extremal
performance measures. This approach takes a non-parametric viewpoint that aims
to alleviate the issue of model misspecification possibly encountered by
conventional methods in extreme event an... | [
0,
0,
0,
1,
0,
0
] |
Title: Isotropic covariance functions on graphs and their edges,
Abstract: We develop parametric classes of covariance functions on linear networks and
their extension to graphs with Euclidean edges, i.e., graphs with edges viewed
as line segments or more general sets with a coordinate system allowing us to
consider po... | [
0,
0,
1,
1,
0,
0
] |
Title: Representations of language in a model of visually grounded speech signal,
Abstract: We present a visually grounded model of speech perception which projects
spoken utterances and images to a joint semantic space. We use a multi-layer
recurrent highway network to model the temporal nature of spoken speech, and
s... | [
1,
0,
0,
0,
0,
0
] |
Title: Evolutionary dynamics of cooperation in neutral populations,
Abstract: Cooperation is a difficult proposition in the face of Darwinian selection.
Those that defect have an evolutionary advantage over cooperators who should
therefore die out. However, spatial structure enables cooperators to survive
through the f... | [
1,
0,
0,
0,
0,
0
] |
Title: Large global-in-time solutions to a nonlocal model of chemotaxis,
Abstract: We consider the parabolic-elliptic model for the chemotaxis with fractional
(anomalous) diffusion. Global-in-time solutions are constructed under (nearly)
optimal assumptions on the size of radial initial data. Moreover, criteria for
blo... | [
0,
0,
1,
0,
0,
0
] |
Title: The strictly-correlated electron functional for spherically symmetric systems revisited,
Abstract: The strong-interaction limit of the Hohenberg-Kohn functional defines a
multimarginal optimal transport problem with Coulomb cost. From physical
arguments, the solution of this limit is expected to yield strictly-c... | [
0,
1,
0,
0,
0,
0
] |
Title: Accelerated Sparse Subspace Clustering,
Abstract: State-of-the-art algorithms for sparse subspace clustering perform spectral
clustering on a similarity matrix typically obtained by representing each data
point as a sparse combination of other points using either basis pursuit (BP)
or orthogonal matching pursuit... | [
1,
0,
0,
1,
0,
0
] |
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