text stringlengths 57 2.88k | labels listlengths 6 6 |
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Title: Transverse-spin correlations of the random transverse-field Ising model,
Abstract: The critical behavior of the random transverse-field Ising model in finite
dimensional lattices is governed by infinite disorder fixed points, several
properties of which have already been calculated by the use of the strong
disor... | [
0,
1,
0,
0,
0,
0
] |
Title: Multivariate stable distributions and their applications for modelling cryptocurrency-returns,
Abstract: In this paper we extend the known methodology for fitting stable
distributions to the multivariate case and apply the suggested method to the
modelling of daily cryptocurrency-return data. The investigated ti... | [
0,
0,
0,
0,
0,
1
] |
Title: Beautiful and damned. Combined effect of content quality and social ties on user engagement,
Abstract: User participation in online communities is driven by the intertwinement of
the social network structure with the crowd-generated content that flows along
its links. These aspects are rarely explored jointly an... | [
1,
0,
0,
0,
0,
0
] |
Title: SySeVR: A Framework for Using Deep Learning to Detect Software Vulnerabilities,
Abstract: The detection of software vulnerabilities (or vulnerabilities for short) is
an important problem that has yet to be tackled, as manifested by many
vulnerabilities reported on a daily basis. This calls for machine learning
m... | [
0,
0,
0,
1,
0,
0
] |
Title: Differentially Private Learning of Undirected Graphical Models using Collective Graphical Models,
Abstract: We investigate the problem of learning discrete, undirected graphical models
in a differentially private way. We show that the approach of releasing noisy
sufficient statistics using the Laplace mechanism ... | [
1,
0,
0,
1,
0,
0
] |
Title: Phase unwinding, or invariant subspace decompositions of Hardy spaces,
Abstract: We consider orthogonal decompositions of invariant subspaces of Hardy spaces,
these relate to the Blaschke based phase unwinding decompositions. We prove
convergence in Lp. In particular we build an explicit multiscale wavelet basis... | [
0,
0,
1,
0,
0,
0
] |
Title: SalProp: Salient object proposals via aggregated edge cues,
Abstract: In this paper, we propose a novel object proposal generation scheme by
formulating a graph-based salient edge classification framework that utilizes
the edge context. In the proposed method, we construct a Bayesian probabilistic
edge map to as... | [
1,
0,
0,
0,
0,
0
] |
Title: Quantum gap and spin-wave excitations in the Kitaev model on a triangular lattice,
Abstract: We study the effects of quantum fluctuations on the dynamical generation of a
gap and on the evolution of the spin-wave spectra of a frustrated magnet on a
triangular lattice with bond-dependent Ising couplings, analog o... | [
0,
1,
0,
0,
0,
0
] |
Title: Sparse Gaussian ICA,
Abstract: Independent component analysis (ICA) is a cornerstone of modern data
analysis. Its goal is to recover a latent random vector S with independent
components from samples of X=AS where A is an unknown mixing matrix.
Critically, all existing methods for ICA rely on and exploit strongly... | [
0,
0,
0,
1,
0,
0
] |
Title: Supervisor Synthesis of POMDP based on Automata Learning,
Abstract: As a general and thus popular model for autonomous systems, partially
observable Markov decision process (POMDP) can capture uncertainties from
different sources like sensing noises, actuation errors, and uncertain
environments. However, its com... | [
1,
0,
0,
0,
0,
0
] |
Title: A Pseudo Knockoff Filter for Correlated Features,
Abstract: In 2015, Barber and Candes introduced a new variable selection procedure
called the knockoff filter to control the false discovery rate (FDR) and prove
that this method achieves exact FDR control. Inspired by the work of Barber and
Candes (2015), we pro... | [
0,
0,
1,
1,
0,
0
] |
Title: $μ$-constant monodromy groups and Torelli results for the quadrangle singularities and the bimodal series,
Abstract: This paper is a sequel to [He11] and [GH17]. In [He11] a notion of marking of
isolated hypersurface singularities was defined, and a moduli space
$M_\mu^{mar}$ for marked singularities in one $\mu... | [
0,
0,
1,
0,
0,
0
] |
Title: SoaAlloc: Accelerating Single-Method Multiple-Objects Applications on GPUs,
Abstract: We propose SoaAlloc, a dynamic object allocator for Single-Method
Multiple-Objects applications in CUDA. SoaAlloc is the first allocator for GPUs
that (a) arranges allocations in a SIMD-friendly Structure of Arrays (SOA) data
l... | [
1,
0,
0,
0,
0,
0
] |
Title: Probabilistic risk bounds for the characterization of radiological contamination,
Abstract: The radiological characterization of contaminated elements (walls, grounds,
objects) from nuclear facilities often suffers from a too small number of
measurements. In order to determine risk prediction bounds on the level... | [
0,
0,
1,
1,
0,
0
] |
Title: Automatic Backward Differentiation for American Monte-Carlo Algorithms (Conditional Expectation),
Abstract: In this note we derive the backward (automatic) differentiation (adjoint
[automatic] differentiation) for an algorithm containing a conditional
expectation operator. As an example we consider the backward ... | [
1,
0,
0,
0,
0,
0
] |
Title: The Belgian repository of fundamental atomic data and stellar spectra (BRASS). I. Cross-matching atomic databases of astrophysical interest,
Abstract: Fundamental atomic parameters, such as oscillator strengths, play a key role
in modelling and understanding the chemical composition of stars in the
universe. Des... | [
0,
1,
0,
0,
0,
0
] |
Title: High-Precision Calculations in Strongly Coupled Quantum Field Theory with Next-to-Leading-Order Renormalized Hamiltonian Truncation,
Abstract: Hamiltonian Truncation (a.k.a. Truncated Spectrum Approach) is an efficient
numerical technique to solve strongly coupled QFTs in d=2 spacetime dimensions.
Further theore... | [
0,
1,
0,
0,
0,
0
] |
Title: State Distribution-aware Sampling for Deep Q-learning,
Abstract: A critical and challenging problem in reinforcement learning is how to learn
the state-action value function from the experience replay buffer and
simultaneously keep sample efficiency and faster convergence to a high quality
solution. In prior wor... | [
0,
0,
0,
1,
0,
0
] |
Title: Energy Trading between microgrids Individual Cost Minimization and Social Welfare Maximization,
Abstract: High penetration of renewable energy source makes microgrid (MGs) be
environment friendly. However, the stochastic input from renewable energy
resource brings difficulty in balancing the energy supply and de... | [
1,
0,
0,
0,
0,
0
] |
Title: Learning Kolmogorov Models for Binary Random Variables,
Abstract: We summarize our recent findings, where we proposed a framework for learning
a Kolmogorov model, for a collection of binary random variables. More
specifically, we derive conditions that link outcomes of specific random
variables, and extract valu... | [
0,
0,
0,
1,
0,
0
] |
Title: Möbius topological superconductivity in UPt$_3$,
Abstract: Intensive studies for more than three decades have elucidated multiple
superconducting phases and odd-parity Cooper pairs in a heavy fermion
superconductor UPt$_3$. We identify a time-reversal invariant superconducting
phase of UPt$_3$ as a recently prop... | [
0,
1,
0,
0,
0,
0
] |
Title: Sparse Identification and Estimation of High-Dimensional Vector AutoRegressive Moving Averages,
Abstract: The Vector AutoRegressive Moving Average (VARMA) model is fundamental to the
study of multivariate time series. However, estimation becomes challenging in
even relatively low-dimensional VARMA models. With g... | [
0,
0,
0,
1,
0,
0
] |
Title: Information Retrieval and Criticality in Parity-Time-Symmetric Systems,
Abstract: By investigating information flow between a general parity-time (PT)
-symmetric non-Hermitian system and an environment, we find that the complete
information retrieval from the environment can be achieved in the PT-unbroken
phase,... | [
0,
1,
0,
0,
0,
0
] |
Title: A practical guide and software for analysing pairwise comparison experiments,
Abstract: Most popular strategies to capture subjective judgments from humans involve
the construction of a unidimensional relative measurement scale, representing
order preferences or judgments about a set of objects or conditions. Th... | [
1,
0,
0,
1,
0,
0
] |
Title: Web-Based Implementation of Travelling Salesperson Problem Using Genetic Algorithm,
Abstract: The world is connected through the Internet. As the abundance of Internet
users connected into the Web and the popularity of cloud computing research,
the need of Artificial Intelligence (AI) is demanding. In this resea... | [
1,
0,
0,
0,
0,
0
] |
Title: Random Spatial Networks: Small Worlds without Clustering, Traveling Waves, and Hop-and-Spread Disease Dynamics,
Abstract: Random network models play a prominent role in modeling, analyzing and
understanding complex phenomena on real-life networks. However, a key property
of networks is often neglected: many real... | [
0,
1,
0,
0,
0,
0
] |
Title: The evolution of magnetic hot massive stars: Implementation of the quantitative influence of surface magnetic fields in modern models of stellar evolution,
Abstract: Large-scale dipolar surface magnetic fields have been detected in a fraction
of OB stars, however only few stellar evolution models of massive star... | [
0,
1,
0,
0,
0,
0
] |
Title: The finite gap method and the analytic description of the exact rogue wave recurrence in the periodic NLS Cauchy problem. 1,
Abstract: The focusing NLS equation is the simplest universal model describing the
modulation instability (MI) of quasi monochromatic waves in weakly nonlinear
media, considered the main p... | [
0,
1,
0,
0,
0,
0
] |
Title: First Discoveries of z>6 Quasars with the DECam Legacy Survey and UKIRT Hemisphere Survey,
Abstract: We present the first discoveries from a survey of $z\gtrsim6$ quasars using
imaging data from the DECam Legacy Survey (DECaLS) in the optical, the UKIRT
Deep Infrared Sky Survey (UKIDSS) and a preliminary version... | [
0,
1,
0,
0,
0,
0
] |
Title: On unique continuation for solutions of the Schr{ö}dinger equation on trees,
Abstract: We prove that if a solution of the time-dependent Schr{ö}dinger equation on
an homogeneous tree with bounded potential decays fast at two distinct times
then the solution is trivial. For the free Schr{ö}dinger operator, we use... | [
0,
0,
1,
0,
0,
0
] |
Title: Particle-hole Asymmetry in the Cuprate Pseudogap Measured with Time-Resolved Spectroscopy,
Abstract: One of the most puzzling features of high-temperature cuprate superconductors
is the pseudogap state, which appears above the temperature at which
superconductivity is destroyed. There remain fundamental question... | [
0,
1,
0,
0,
0,
0
] |
Title: Numerically modeling Brownian thermal noise in amorphous and crystalline thin coatings,
Abstract: Thermal noise is expected to be one of the noise sources limiting the
astrophysical reach of Advanced LIGO (once commissioning is complete) and
third-generation detectors. Adopting crystalline materials for thin, re... | [
0,
1,
0,
0,
0,
0
] |
Title: Net2Vec: Quantifying and Explaining how Concepts are Encoded by Filters in Deep Neural Networks,
Abstract: In an effort to understand the meaning of the intermediate representations
captured by deep networks, recent papers have tried to associate specific
semantic concepts to individual neural network filter res... | [
0,
0,
0,
1,
0,
0
] |
Title: Can the removal of molecular cloud envelopes by external feedback affect the efficiency of star formation?,
Abstract: We investigate how star formation efficiency can be significantly decreased
by the removal of a molecular cloud's envelope by feedback from an external
source. Feedback from star formation has di... | [
0,
1,
0,
0,
0,
0
] |
Title: Joint Rate and Resource Allocation in Hybrid Digital-Analog Transmission over Fading Channels,
Abstract: In hybrid digital-analog (HDA) systems, resource allocation has been utilized
to achieve desired distortion performance. However, existing studies on this
issue assume error-free digital transmission, which i... | [
1,
0,
0,
0,
0,
0
] |
Title: Relaxation to a Phase-locked Equilibrium State in a One-dimensional Bosonic Josephson Junction,
Abstract: We present an experimental study on the non-equilibrium tunnel dynamics of
two coupled one-dimensional Bose-Einstein quasi-condensates deep in the
Josephson regime. Josephson oscillations are initiated by sp... | [
0,
1,
0,
0,
0,
0
] |
Title: A Hybrid Model for Role-related User Classification on Twitter,
Abstract: To aid a variety of research studies, we propose TWIROLE, a hybrid model for
role-related user classification on Twitter, which detects male-related,
female-related, and brand-related (i.e., organization or institution) users.
TWIROLE leve... | [
1,
0,
0,
0,
0,
0
] |
Title: SecureBoost: A Lossless Federated Learning Framework,
Abstract: The protection of user privacy is an important concern in machine learning,
as evidenced by the rolling out of the General Data Protection Regulation
(GDPR) in the European Union (EU) in May 2018. The GDPR is designed to give
users more control over... | [
1,
0,
0,
1,
0,
0
] |
Title: Selective reflection from Rb layer with thickness below $λ$/12 and applications,
Abstract: We have studied the peculiarities of selective reflection from Rb vapor cell
with thickness $L <$ 70 nm, which is over an order of magnitude smaller than
the resonant wavelength for Rb atomic D$_1$ line $\lambda$ = 795 nm.... | [
0,
1,
0,
0,
0,
0
] |
Title: The Complexity of Abstract Machines,
Abstract: The lambda-calculus is a peculiar computational model whose definition does
not come with a notion of machine. Unsurprisingly, implementations of the
lambda-calculus have been studied for decades. Abstract machines are
implementations schema for fixed evaluation str... | [
1,
0,
0,
0,
0,
0
] |
Title: Recent progress in the Zimmer program,
Abstract: This paper can be viewed as a sequel to the author's long survey on the
Zimmer program \cite{F11} published in 2011. The sequel focuses on recent rapid
progress on certain aspects of the program particularly concerning rigidity of
Anosov actions and Zimmer's conje... | [
0,
0,
1,
0,
0,
0
] |
Title: Restricted Causal Inference Algorithm,
Abstract: This paper proposes a new algorithm for recovery of belief network structure
from data handling hidden variables. It consists essentially in an extension of
the CI algorithm of Spirtes et al. by restricting the number of conditional
dependencies checked up to k va... | [
1,
0,
0,
0,
0,
0
] |
Title: Fiber plucking by molecular motors yields large emergent contractility in stiff biopolymer networks,
Abstract: The mechanical properties of the cell depend crucially on the tension of its
cytoskeleton, a biopolymer network that is put under stress by active motor
proteins. While the fibrous nature of the network... | [
0,
0,
0,
0,
1,
0
] |
Title: Demographics of News Sharing in the U.S. Twittersphere,
Abstract: The widespread adoption and dissemination of online news through social media
systems have been revolutionizing many segments of our society and ultimately
our daily lives. In these systems, users can play a central role as they share
content to t... | [
1,
0,
0,
0,
0,
0
] |
Title: Dynamics and fragmentation mechanism of (CH3-C5H4)Pt(CH3)3 on SiO2 Surfaces,
Abstract: The interaction of (CH3-C5H4)Pt(CH3)3
((methylcyclopentadienyl)trimethylplatinum)) molecules on fully and partially
hydroxylated SiO2 surfaces, as well as the dynamics of this interaction were
investigated using density functi... | [
0,
1,
0,
0,
0,
0
] |
Title: On the robustness of the H$β$ Lick index as a cosmic clock in passive early-type galaxies,
Abstract: We examine the H$\beta$ Lick index in a sample of $\sim 24000$ massive ($\rm
log(M/M_{\odot})>10.75$) and passive early-type galaxies extracted from SDSS at
z<0.3, in order to assess the reliability of this index... | [
0,
1,
0,
0,
0,
0
] |
Title: Finite-size effects in a stochastic Kuramoto model,
Abstract: We present a collective coordinate approach to study the collective behaviour
of a finite ensemble of $N$ stochastic Kuramoto oscillators using two degrees
of freedom; one describing the shape dynamics of the oscillators and one
describing their mean ... | [
0,
1,
0,
0,
0,
0
] |
Title: The normal distribution is freely selfdecomposable,
Abstract: The class of selfdecomposable distributions in free probability theory was
introduced by Barndorff-Nielsen and the third named author. It constitutes a
fairly large subclass of the freely infinitely divisible distributions, but so
far specific example... | [
0,
0,
1,
0,
0,
0
] |
Title: Simplex Queues for Hot-Data Download,
Abstract: In cloud storage systems, hot data is usually replicated over multiple nodes
in order to accommodate simultaneous access by multiple users as well as
increase the fault tolerance of the system. Recent cloud storage research has
proposed using availability codes, wh... | [
1,
0,
0,
0,
0,
0
] |
Title: Voting power of political parties in the Senate of Chile during the whole binomial system period: 1990-2017,
Abstract: The binomial system is an electoral system unique in the world. It was used
to elect the senators and deputies of Chile during 27 years, from the return of
democracy in 1990 until 2017. In this ... | [
0,
0,
0,
0,
0,
1
] |
Title: A uniform stability principle for dual lattices,
Abstract: We prove a highly uniform stability or "almost-near" theorem for dual
lattices of lattices $L \subseteq \Bbb R^n$. More precisely, we show that, for
a vector $x$ from the linear span of a lattice $L \subseteq \Bbb R^n$, subject
to $\lambda_1(L) \ge \lamb... | [
0,
0,
1,
0,
0,
0
] |
Title: pandapower - an Open Source Python Tool for Convenient Modeling, Analysis and Optimization of Electric Power Systems,
Abstract: pandapower is a Python based, BSD-licensed power system analysis tool aimed
at automation of static and quasi-static analysis and optimization of balanced
power systems. It provides pow... | [
1,
0,
0,
0,
0,
0
] |
Title: Temporal oscillations of light transmission through dielectric microparticles subjected to optically induced motion,
Abstract: We consider light-induced binding and motion of dielectric microparticles in
an optical waveguide that gives rise to a back-action effect such as light
transmission oscillating with time... | [
0,
1,
0,
0,
0,
0
] |
Title: Berry-Esséen bounds for parameter estimation of general Gaussian processes,
Abstract: We study rates of convergence in central limit theorems for the partial sum
of squares of general Gaussian sequences, using tools from analysis on Wiener
space. No assumption of stationarity, asymptotically or otherwise, is mad... | [
0,
0,
1,
1,
0,
0
] |
Title: Anomaly Detection via Minimum Likelihood Generative Adversarial Networks,
Abstract: Anomaly detection aims to detect abnormal events by a model of normality. It
plays an important role in many domains such as network intrusion detection,
criminal activity identity and so on. With the rapidly growing size of
acce... | [
0,
0,
0,
1,
0,
0
] |
Title: Supercurrent as a Probe for Topological Superconductivity in Magnetic Adatom Chains,
Abstract: A magnetic adatom chain, proximity coupled to a conventional superconductor
with spin-orbit coupling, exhibits locally an odd-parity, spin-triplet pairing
amplitude. We show that the singlet-triplet junction, thus form... | [
0,
1,
0,
0,
0,
0
] |
Title: Experimental statistics of veering triangulations,
Abstract: Certain fibered hyperbolic 3-manifolds admit a $\mathit{\text{layered veering
triangulation}}$, which can be constructed algorithmically given the stable
lamination of the monodromy. These triangulations were introduced by Agol in
2011, and have been f... | [
0,
0,
1,
0,
0,
0
] |
Title: Concept Drift and Anomaly Detection in Graph Streams,
Abstract: Graph representations offer powerful and intuitive ways to describe data in a
multitude of application domains. Here, we consider stochastic processes
generating graphs and propose a methodology for detecting changes in
stationarity of such processe... | [
1,
0,
0,
1,
0,
0
] |
Title: Lat-Net: Compressing Lattice Boltzmann Flow Simulations using Deep Neural Networks,
Abstract: Computational Fluid Dynamics (CFD) is a hugely important subject with
applications in almost every engineering field, however, fluid simulations are
extremely computationally and memory demanding. Towards this end, we p... | [
0,
1,
0,
1,
0,
0
] |
Title: Second-Order Optimization for Non-Convex Machine Learning: An Empirical Study,
Abstract: While first-order optimization methods such as stochastic gradient descent
(SGD) are popular in machine learning (ML), they come with well-known
deficiencies, including relatively-slow convergence, sensitivity to the
setting... | [
1,
0,
0,
1,
0,
0
] |
Title: Computational Approaches for Stochastic Shortest Path on Succinct MDPs,
Abstract: We consider the stochastic shortest path (SSP) problem for succinct Markov
decision processes (MDPs), where the MDP consists of a set of variables, and a
set of nondeterministic rules that update the variables. First, we show that
... | [
1,
0,
0,
0,
0,
0
] |
Title: One-dimensional in-plane edge domain walls in ultrathin ferromagnetic films,
Abstract: We study existence and properties of one-dimensional edge domain walls in
ultrathin ferromagnetic films with uniaxial in-plane magnetic anisotropy. In
these materials, the magnetization vector is constrained to lie entirely in... | [
0,
1,
1,
0,
0,
0
] |
Title: Nontrivial Turmites are Turing-universal,
Abstract: A Turmit is a Turing machine that works over a two-dimensional grid, that is,
an agent that moves, reads and writes symbols over the cells of the grid. Its
state is an arrow and, depending on the symbol that it reads, it turns to the
left or to the right, switc... | [
1,
1,
0,
0,
0,
0
] |
Title: Dandelion: Redesigning the Bitcoin Network for Anonymity,
Abstract: Bitcoin and other cryptocurrencies have surged in popularity over the last
decade. Although Bitcoin does not claim to provide anonymity for its users, it
enjoys a public perception of being a `privacy-preserving' financial system. In
reality, cr... | [
1,
0,
0,
0,
0,
0
] |
Title: A characterisation of Lie algebras amongst anti-commutative algebras,
Abstract: Let $\mathbb{K}$ be an infinite field. We prove that if a variety of
anti-commutative $\mathbb{K}$-algebras - not necessarily associative, where
$xx=0$ is an identity - is locally algebraically cartesian closed, then it must
be a var... | [
0,
0,
1,
0,
0,
0
] |
Title: Characteristics of a magneto-optical trap of molecules,
Abstract: We present the properties of a magneto-optical trap (MOT) of CaF molecules.
We study the process of loading the MOT from a decelerated buffer-gas-cooled
beam, and how best to slow this molecular beam in order to capture the most
molecules. We dete... | [
0,
1,
0,
0,
0,
0
] |
Title: Reconstructing a Lattice Equation: a Non-Autonomous Approach to the Hietarinta Equation,
Abstract: In this paper we construct a non-autonomous version of the Hietarinta
equation [Hietarinta J., J. Phys. A: Math. Gen. 37 (2004), L67-L73] and study
its integrability properties. We show that this equation possess l... | [
0,
1,
0,
0,
0,
0
] |
Title: Adversarial Training Versus Weight Decay,
Abstract: Performance-critical machine learning models should be robust to input
perturbations not seen during training. Adversarial training is a method for
improving a model's robustness to some perturbations by including them in the
training process, but this tends to... | [
0,
0,
0,
1,
0,
0
] |
Title: Ray tracing method for stereo image synthesis using CUDA,
Abstract: This paper presents a realization of the approach to spatial 3D stereo of
visualization of 3D images with use parallel Graphics processing unit (GPU).
The experiments of realization of synthesis of images of a 3D stage by a method
of trace of be... | [
1,
0,
0,
0,
0,
0
] |
Title: Numerical investigation of gapped edge states in fractional quantum Hall-superconductor heterostructures,
Abstract: Fractional quantum Hall-superconductor heterostructures may provide a
platform towards non-abelian topological modes beyond Majoranas. However their
quantitative theoretical study remains extremely... | [
0,
1,
0,
0,
0,
0
] |
Title: Multimodal Observation and Interpretation of Subjects Engaged in Problem Solving,
Abstract: In this paper we present the first results of a pilot experiment in the
capture and interpretation of multimodal signals of human experts engaged in
solving challenging chess problems. Our goal is to investigate the exten... | [
1,
0,
0,
1,
0,
0
] |
Title: Theoretical limitations of Encoder-Decoder GAN architectures,
Abstract: Encoder-decoder GANs architectures (e.g., BiGAN and ALI) seek to add an
inference mechanism to the GANs setup, consisting of a small encoder deep net
that maps data-points to their succinct encodings. The intuition is that being
forced to tr... | [
1,
0,
0,
1,
0,
0
] |
Title: Ground state sign-changing solutions for a class of nonlinear fractional Schrödinger-Poisson system in $\mathbb{R}^{3}$,
Abstract: In this paper, we are concerned with the existence of the least energy
sign-changing solutions for the following fractional Schrödinger-Poisson
system: \begin{align*}
\left\{ \begin{... | [
0,
0,
1,
0,
0,
0
] |
Title: Monads on higher monoidal categories,
Abstract: We study the action of monads on categories equipped with several monoidal
structures. We identify the structure and conditions that guarantee that the
higher monoidal structure is inherited by the category of algebras over the
monad. Monoidal monads and comonoidal... | [
0,
0,
1,
0,
0,
0
] |
Title: A Review of Augmented Reality Applications for Building Evacuation,
Abstract: Evacuation is one of the main disaster management solutions to reduce the
impact of man-made and natural threats on building occupants. To date, several
modern technologies and gamification concepts, e.g. immersive virtual reality
and ... | [
1,
0,
0,
0,
0,
0
] |
Title: Topology in time-reversal symmetric crystals,
Abstract: The discovery of topological insulators has reformed modern materials
science, promising to be a platform for tabletop relativistic physics,
electronic transport without scattering, and stable quantum computation.
Topological invariants are used to label di... | [
0,
1,
0,
0,
0,
0
] |
Title: Deep Convolutional Neural Network Inference with Floating-point Weights and Fixed-point Activations,
Abstract: Deep convolutional neural network (CNN) inference requires significant amount
of memory and computation, which limits its deployment on embedded devices. To
alleviate these problems to some extent, prio... | [
1,
0,
0,
0,
0,
0
] |
Title: Voids in the Cosmic Web as a probe of dark energy,
Abstract: The formation of large voids in the Cosmic Web from the initial adiabatic
cosmological perturbations of space-time metric, density and velocity of matter
is investigated in cosmological model with the dynamical dark energy
accelerating expansion of the... | [
0,
1,
0,
0,
0,
0
] |
Title: Templated ligation can create a hypercycle replication network,
Abstract: The stability of sequence replication was crucial for the emergence of
molecular evolution and early life. Exponential replication with a first-order
growth dynamics show inherent instabilities such as the error catastrophe and
the dominan... | [
0,
0,
0,
0,
1,
0
] |
Title: Variational characterization of H^p,
Abstract: In this paper we obtain the variational characterization of Hardy space $H^p$
for $p\in(\frac n{n+1},1]$ and get estimates for the oscillation operator and
the $\lambda$-jump operator associated with approximate identities acting on
$H^p$ for $p\in(\frac n{n+1},1]$.... | [
0,
0,
1,
0,
0,
0
] |
Title: Towards Deep Learning Models Resistant to Adversarial Attacks,
Abstract: Recent work has demonstrated that neural networks are vulnerable to
adversarial examples, i.e., inputs that are almost indistinguishable from
natural data and yet classified incorrectly by the network. In fact, some of
the latest findings s... | [
1,
0,
0,
1,
0,
0
] |
Title: Internal delensing of Planck CMB temperature and polarization,
Abstract: We present a first internal delensing of CMB maps, both in temperature and
polarization, using the public foreground-cleaned (SMICA) Planck 2015 maps.
After forming quadratic estimates of the lensing potential, we use the
corresponding disp... | [
0,
1,
0,
0,
0,
0
] |
Title: Renaissance: Self-Stabilizing Distributed SDN Control Plane,
Abstract: By introducing programmability, automated verification, and innovative
debugging tools, Software-Defined Networks (SDNs) are poised to meet the
increasingly stringent dependability requirements of today's communication
networks. However, the ... | [
1,
0,
0,
0,
0,
0
] |
Title: Robust and Scalable Power System State Estimation via Composite Optimization,
Abstract: In today's cyber-enabled smart grids, high penetration of uncertain
renewables, purposeful manipulation of meter readings, and the need for
wide-area situational awareness, call for fast, accurate, and robust power
system sta... | [
1,
0,
0,
0,
0,
0
] |
Title: A new algorithm for constraint satisfaction problems with few subpowers templates,
Abstract: In this article, we provide a new algorithm for solving constraint
satisfaction problems over templates with few subpowers, by reducing the
problem to the combination of solvability of a polynomial number of systems of
l... | [
0,
0,
1,
0,
0,
0
] |
Title: Testing of General Relativity with Geodetic VLBI,
Abstract: The geodetic VLBI technique is capable of measuring the Sun's gravity light
deflection from distant radio sources around the whole sky. This light
deflection is equivalent to the conventional gravitational delay used for the
reduction of geodetic VLBI d... | [
0,
1,
0,
0,
0,
0
] |
Title: An unbiased estimator for the ellipticity from image moments,
Abstract: An unbiased estimator for the ellipticity of an object in a noisy image is
given in terms of the image moments. Three assumptions are made: i) the pixel
noise is normally distributed, although with arbitrary covariance matrix, ii)
the image ... | [
0,
1,
1,
1,
0,
0
] |
Title: Spectral estimation of the percolation transition in clustered networks,
Abstract: There have been several spectral bounds for the percolation transition in
networks, using spectrum of matrices associated with the network such as the
adjacency matrix and the non-backtracking matrix. However they are far from
bei... | [
1,
1,
0,
1,
0,
0
] |
Title: Collapsibility to a subcomplex of a given dimension is NP-complete,
Abstract: In this paper we extend the works of Tancer and of Malgouyres and Francés,
showing that $(d,k)$-collapsibility is NP-complete for $d\geq k+2$ except
$(2,0)$. By $(d,k)$-collapsibility we mean the following problem: determine
whether a ... | [
1,
0,
1,
0,
0,
0
] |
Title: Run, skeleton, run: skeletal model in a physics-based simulation,
Abstract: In this paper, we present our approach to solve a physics-based reinforcement
learning challenge "Learning to Run" with objective to train
physiologically-based human model to navigate a complex obstacle course as
quickly as possible. Th... | [
1,
0,
0,
1,
0,
0
] |
Title: Affect Estimation in 3D Space Using Multi-Task Active Learning for Regression,
Abstract: Acquisition of labeled training samples for affective computing is usually
costly and time-consuming, as affects are intrinsically subjective, subtle and
uncertain, and hence multiple human assessors are needed to evaluate e... | [
1,
0,
0,
1,
0,
0
] |
Title: Sparse Markov Decision Processes with Causal Sparse Tsallis Entropy Regularization for Reinforcement Learning,
Abstract: In this paper, a sparse Markov decision process (MDP) with novel causal
sparse Tsallis entropy regularization is proposed.The proposed policy
regularization induces a sparse and multi-modal op... | [
1,
0,
0,
1,
0,
0
] |
Title: Mid-infrared Spectroscopic Observations of the Dust-forming Classical Nova V2676 Oph,
Abstract: The dust-forming nova V2676 Oph is unique in that it was the first nova to
provide evidence of C_2 and CN molecules during its near-maximum phase and
evidence of CO molecules during its early decline phase. Observatio... | [
0,
1,
0,
0,
0,
0
] |
Title: An invitation to 2D TQFT and quantization of Hitchin spectral curves,
Abstract: This article consists of two parts. In Part 1, we present a formulation of
two-dimensional topological quantum field theories in terms of a functor from a
category of Ribbon graphs to the endofuntor category of a monoidal category.
T... | [
0,
0,
1,
0,
0,
0
] |
Title: An Ensemble Classification Algorithm Based on Information Entropy for Data Streams,
Abstract: Data stream mining problem has caused widely concerns in the area of machine
learning and data mining. In some recent studies, ensemble classification has
been widely used in concept drift detection, however, most of th... | [
1,
0,
0,
0,
0,
0
] |
Title: Competition between disorder and interaction effects in 3D Weyl semimetals,
Abstract: We investigate the low-energy scaling behavior of an interacting 3D Weyl
semimetal in the presence of disorder. In order to achieve a renormalization
group analysis of the theory, we focus on the effects of a
short-ranged-corre... | [
0,
1,
0,
0,
0,
0
] |
Title: Mixing properties and central limit theorem for associated point processes,
Abstract: Positively (resp. negatively) associated point processes are a class of point
processes that induce attraction (resp. inhibition) between the points. As an
important example, determinantal point processes (DPPs) are negatively
... | [
0,
0,
1,
1,
0,
0
] |
Title: Computational landscape of user behavior on social media,
Abstract: With the increasing abundance of 'digital footprints' left by human
interactions in online environments, e.g., social media and app use, the
ability to model complex human behavior has become increasingly possible. Many
approaches have been prop... | [
1,
0,
0,
1,
0,
0
] |
Title: Simulating optical coherence tomography for observing nerve activity: a finite difference time domain bi-dimensional model,
Abstract: We present a finite difference time domain (FDTD) model for computation of A
line scans in time domain optical coherence tomography (OCT). By simulating
only the end of the two ar... | [
0,
1,
0,
0,
0,
0
] |
Title: On Achievable Rates of AWGN Energy-Harvesting Channels with Block Energy Arrival and Non-Vanishing Error Probabilities,
Abstract: This paper investigates the achievable rates of an additive white Gaussian
noise (AWGN) energy-harvesting (EH) channel with an infinite battery. The EH
process is characterized by a s... | [
1,
0,
1,
0,
0,
0
] |
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