text stringlengths 57 2.88k | labels listlengths 6 6 |
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Title: A Hybrid Approach to Video Source Identification,
Abstract: Multimedia Forensics allows to determine whether videos or images have been
captured with the same device, and thus, eventually, by the same person.
Currently, the most promising technology to achieve this task, exploits the
unique traces left by the ca... | [
1,
0,
0,
0,
0,
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] |
Title: Boosting the Actor with Dual Critic,
Abstract: This paper proposes a new actor-critic-style algorithm called Dual
Actor-Critic or Dual-AC. It is derived in a principled way from the Lagrangian
dual form of the Bellman optimality equation, which can be viewed as a
two-player game between the actor and a critic-li... | [
1,
0,
0,
0,
0,
0
] |
Title: Counting Dominating Sets of Graphs,
Abstract: Counting dominating sets in a graph $G$ is closely related to the
neighborhood complex of $G$. We exploit this relation to prove that the number
of dominating sets $d(G)$ of a graph is determined by the number of complete
bipartite subgraphs of its complement. More p... | [
0,
0,
1,
0,
0,
0
] |
Title: High SNR Consistent Compressive Sensing,
Abstract: High signal to noise ratio (SNR) consistency of model selection criteria in
linear regression models has attracted a lot of attention recently. However,
most of the existing literature on high SNR consistency deals with model order
selection. Further, the limite... | [
1,
0,
0,
1,
0,
0
] |
Title: Traffic Surveillance Camera Calibration by 3D Model Bounding Box Alignment for Accurate Vehicle Speed Measurement,
Abstract: In this paper, we focus on fully automatic traffic surveillance camera
calibration, which we use for speed measurement of passing vehicles. We improve
over a recent state-of-the-art camera... | [
1,
0,
0,
0,
0,
0
] |
Title: Technical Report for Real-Time Certified Probabilistic Pedestrian Forecasting,
Abstract: The success of autonomous systems will depend upon their ability to safely
navigate human-centric environments. This motivates the need for a real-time,
probabilistic forecasting algorithm for pedestrians, cyclists, and othe... | [
1,
0,
1,
0,
0,
0
] |
Title: DSBGK Method to Incorporate the CLL Reflection Model and to Simulate Gas Mixtures,
Abstract: Molecular reflections on usual wall surfaces can be statistically described
by the Maxwell diffuse reflection model, which has been successfully applied in
the DSBGK simulations. We develop the DSBGK algorithm to impleme... | [
0,
1,
0,
0,
0,
0
] |
Title: Efficient sampling of conditioned Markov jump processes,
Abstract: We consider the task of generating draws from a Markov jump process (MJP)
between two time points at which the process is known. Resulting draws are
typically termed bridges and the generation of such bridges plays a key role in
simulation-based ... | [
0,
0,
0,
1,
0,
0
] |
Title: An enthalpy-based multiple-relaxation-time lattice Boltzmann method for solid-liquid phase change heat transfer in metal foams,
Abstract: In this paper, an enthalpy-based multiple-relaxation-time (MRT) lattice
Boltzmann (LB) method is developed for solid-liquid phase change heat transfer
in metal foams under loc... | [
0,
1,
0,
0,
0,
0
] |
Title: Failure of Smooth Pasting Principle and Nonexistence of Equilibrium Stopping Rules under Time-Inconsistency,
Abstract: This paper considers a time-inconsistent stopping problem in which the
inconsistency arises from non-constant time preference rates. We show that the
smooth pasting principle, the main approach ... | [
0,
0,
0,
0,
0,
1
] |
Title: Perils of Zero-Interaction Security in the Internet of Things,
Abstract: The Internet of Things (IoT) demands authentication systems which can provide
both security and usability. Recent research utilizes the rich sensing
capabilities of smart devices to build security schemes operating without human
interaction... | [
1,
0,
0,
0,
0,
0
] |
Title: Coarse-grained simulation of auxetic, two-dimensional crystal dynamics,
Abstract: The increasing number of protein-based metamaterials demands reliable and
efficient methods to study the physicochemical properties they may display. In
this regard, we develop a simulation strategy based on Molecular Dynamics (MD)... | [
0,
1,
0,
0,
0,
0
] |
Title: Predicting wind pressures around circular cylinders using machine learning techniques,
Abstract: Numerous studies have been carried out to measure wind pressures around
circular cylinders since the early 20th century due to its engineering
significance. Consequently, a large amount of wind pressure data sets hav... | [
1,
0,
0,
1,
0,
0
] |
Title: Randomly coloring simple hypergraphs with fewer colors,
Abstract: We study the problem of constructing a (near) uniform random proper
$q$-coloring of a simple $k$-uniform hypergraph with $n$ vertices and maximum
degree $\Delta$. (Proper in that no edge is mono-colored and simple in that two
edges have maximum in... | [
1,
0,
0,
0,
0,
0
] |
Title: Contributed Discussion to Uncertainty Quantification for the Horseshoe by Stéphanie van der Pas, Botond Szabó and Aad van der Vaart,
Abstract: We begin by introducing the main ideas of the paper under discussion. We
discuss some interesting issues regarding adaptive component-wise credible
intervals. We then bri... | [
0,
0,
1,
1,
0,
0
] |
Title: Learning Models from Data with Measurement Error: Tackling Underreporting,
Abstract: Measurement error in observational datasets can lead to systematic bias in
inferences based on these datasets. As studies based on observational data are
increasingly used to inform decisions with real-world impact, it is critic... | [
1,
0,
0,
1,
0,
0
] |
Title: A simple introduction to Karmarkar's Algorithm for Linear Programming,
Abstract: An extremely simple, description of Karmarkar's algorithm with very few
technical terms is given. | [
1,
0,
0,
0,
0,
0
] |
Title: Asymptotics of the bound state induced by $δ$-interaction supported on a weakly deformed plane,
Abstract: In this paper we consider the three-dimensional Schrödinger operator with
a $\delta$-interaction of strength $\alpha > 0$ supported on an unbounded
surface parametrized by the mapping $\mathbb{R}^2\ni x\maps... | [
0,
0,
1,
0,
0,
0
] |
Title: Análise comparativa de pesquisas de origens e destinos: uma abordagem baseada em Redes Complexas,
Abstract: In this paper, a comparative study was conducted between complex networks
representing origin and destination survey data. Similarities were found
between the characteristics of the networks of Brazilian c... | [
1,
0,
0,
0,
0,
0
] |
Title: Development of probabilistic dam breach model using Bayesian inference,
Abstract: Dam breach models are commonly used to predict outflow hydrographs of
potentially failing dams and are key ingredients for evaluating flood risk. In
this paper a new dam breach modeling framework is introduced that shall improve
th... | [
0,
0,
0,
1,
0,
0
] |
Title: One-Step Time-Dependent Future Video Frame Prediction with a Convolutional Encoder-Decoder Neural Network,
Abstract: There is an inherent need for autonomous cars, drones, and other robots to
have a notion of how their environment behaves and to anticipate changes in the
near future. In this work, we focus on an... | [
1,
0,
0,
0,
0,
0
] |
Title: Myopic Bayesian Design of Experiments via Posterior Sampling and Probabilistic Programming,
Abstract: We design a new myopic strategy for a wide class of sequential design of
experiment (DOE) problems, where the goal is to collect data in order to to
fulfil a certain problem specific goal. Our approach, Myopic P... | [
0,
0,
0,
1,
0,
0
] |
Title: Data-Driven Sparse Structure Selection for Deep Neural Networks,
Abstract: Deep convolutional neural networks have liberated its extraordinary power on
various tasks. However, it is still very challenging to deploy state-of-the-art
models into real-world applications due to their high computational complexity.
H... | [
1,
0,
0,
0,
0,
0
] |
Title: Scaling laws and bounds for the turbulent G.O. Roberts dynamo,
Abstract: Numerical simulations of the G.O. Roberts dynamo are presented. Dynamos both
with and without a significant mean field are obtained. Exact bounds are
derived for the total energy which conform with the Kolmogorov phenomenology of
turbulence... | [
0,
1,
0,
0,
0,
0
] |
Title: On Popov's formula involving the Von Mangoldt function,
Abstract: We offer a generalization of a formula of Popov involving the Von Mangoldt
function. Some commentary on its relation to other results in analytic number
theory is mentioned as well as an analogue involving the m$\ddot{o}$bius
function. | [
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1,
0,
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] |
Title: Multi-hop assortativities for networks classification,
Abstract: Several social, medical, engineering and biological challenges rely on
discovering the functionality of networks from their structure and node
metadata, when it is available. For example, in chemoinformatics one might want
to detect whether a molec... | [
1,
0,
0,
1,
0,
0
] |
Title: Rotating Rayleigh-Taylor turbulence,
Abstract: The turbulent Rayleigh--Taylor system in a rotating reference frame is
investigated by direct numerical simulations within the Oberbeck-Boussinesq
approximation. On the basis of theoretical arguments, supported by our
simulations, we show that the Rossby number decr... | [
0,
1,
0,
0,
0,
0
] |
Title: A global model for predicting the arrival of imported dengue infections,
Abstract: With approximately half of the world's population at risk of contracting
dengue, this mosquito-borne disease is of global concern. International
travellers significantly contribute to dengue's rapid and large-scale spread by
impor... | [
1,
0,
0,
0,
1,
0
] |
Title: Observation of surface plasmon polaritons in 2D electron gas of surface electron accumulation in InN nanostructures,
Abstract: Recently, heavily doped semiconductors are emerging as an alternate for low
loss plasmonic materials. InN, belonging to the group III nitrides, possesses
the unique property of surface e... | [
0,
1,
0,
0,
0,
0
] |
Title: Partial Information Stochastic Differential Games for Backward Stochastic Systems Driven By Lévy Processes,
Abstract: In this paper, we consider a partial information two-person zero-sum
stochastic differential game problem where the system is governed by a backward
stochastic differential equation driven by Teu... | [
0,
0,
1,
0,
0,
0
] |
Title: Inter-Session Modeling for Session-Based Recommendation,
Abstract: In recent years, research has been done on applying Recurrent Neural Networks
(RNNs) as recommender systems. Results have been promising, especially in the
session-based setting where RNNs have been shown to outperform state-of-the-art
models. In... | [
1,
0,
0,
0,
0,
0
] |
Title: Multiscale Modeling of Shock Wave Localization in Porous Energetic Material,
Abstract: Shock wave interactions with defects, such as pores, are known to play a key
role in the chemical initiation of energetic materials. The shock response of
hexanitrostilbene is studied through a combination of large scale react... | [
0,
1,
0,
0,
0,
0
] |
Title: The Diverse Club: The Integrative Core of Complex Networks,
Abstract: A complex system can be represented and analyzed as a network, where nodes
represent the units of the network and edges represent connections between
those units. For example, a brain network represents neurons as nodes and axons
between neuro... | [
0,
1,
0,
0,
0,
0
] |
Title: Bayesian Semisupervised Learning with Deep Generative Models,
Abstract: Neural network based generative models with discriminative components are a
powerful approach for semi-supervised learning. However, these techniques a)
cannot account for model uncertainty in the estimation of the model's
discriminative com... | [
0,
0,
0,
1,
0,
0
] |
Title: Stability of Valuations: Higher Rational Rank,
Abstract: Given a klt singularity $x\in (X, D)$, we show that a quasi-monomial
valuation $v$ with a finitely generated associated graded ring is the minimizer
of the normalized volume function $\widehat{\rm vol}_{(X,D),x}$, if and only if
$v$ induces a degeneration ... | [
0,
0,
1,
0,
0,
0
] |
Title: Higgs mode and its decay in a two dimensional antiferromagnet,
Abstract: Condensed-matter analogs of the Higgs boson in particle physics allow
insights into its behavior in different symmetries and dimensionalities.
Evidence for the Higgs mode has been reported in a number of different
settings, including ultrac... | [
0,
1,
0,
0,
0,
0
] |
Title: Robust and Efficient Boosting Method using the Conditional Risk,
Abstract: Well-known for its simplicity and effectiveness in classification, AdaBoost,
however, suffers from overfitting when class-conditional distributions have
significant overlap. Moreover, it is very sensitive to noise that appears in
the labe... | [
0,
0,
0,
1,
0,
0
] |
Title: High Dimensional Robust Estimation of Sparse Models via Trimmed Hard Thresholding,
Abstract: We study the problem of sparsity constrained $M$-estimation with arbitrary
corruptions to both {\em explanatory and response} variables in the
high-dimensional regime, where the number of variables $d$ is larger than the... | [
1,
0,
1,
1,
0,
0
] |
Title: An efficient data structure for counting all linear extensions of a poset, calculating its jump number, and the likes,
Abstract: Achieving the goals in the title (and others) relies on a cardinality-wise
scanning of the ideals of the poset. Specifically, the relevant numbers
attached to the k+1 element ideals ar... | [
1,
0,
0,
0,
0,
0
] |
Title: Perception-in-the-Loop Adversarial Examples,
Abstract: We present a scalable, black box, perception-in-the-loop technique to find
adversarial examples for deep neural network classifiers. Black box means that
our procedure only has input-output access to the classifier, and not to the
internal structure, paramet... | [
1,
0,
0,
1,
0,
0
] |
Title: Deep Fluids: A Generative Network for Parameterized Fluid Simulations,
Abstract: This paper presents a novel generative model to synthesize fluid simulations
from a set of reduced parameters. A convolutional neural network is trained on
a collection of discrete, parameterizable fluid simulation velocity fields. ... | [
0,
0,
0,
1,
0,
0
] |
Title: Mean squared displacement and sinuosity of three-dimensional random search movements,
Abstract: Correlated random walks (CRW) have been used for a long time as a null model
for animal's random search movement in two dimensions (2D). An increasing
number of studies focus on animals' movement in three dimensions (... | [
0,
0,
0,
0,
1,
0
] |
Title: Local Algorithms for Hierarchical Dense Subgraph Discovery,
Abstract: Finding the dense regions of a graph and relations among them is a
fundamental problem in network analysis. Core and truss decompositions reveal
dense subgraphs with hierarchical relations. The incremental nature of
algorithms for computing th... | [
1,
0,
0,
0,
0,
0
] |
Title: Analysis and mitigation of interface losses in trenched superconducting coplanar waveguide resonators,
Abstract: Improving the performance of superconducting qubits and resonators generally
results from a combination of materials and fabrication process improvements
and design modifications that reduce device se... | [
0,
1,
0,
0,
0,
0
] |
Title: A Ball Breaking Away from a Fluid,
Abstract: We consider the withdrawal of a ball from a fluid reservoir to understand the
longevity of the connection between that ball and the fluid it breaks away
from, at intermediate Reynolds numbers. Scaling arguments based on the
processes observed as the ball interacts wit... | [
0,
1,
0,
0,
0,
0
] |
Title: A parallel orbital-updating based plane-wave basis method for electronic structure calculations,
Abstract: Motivated by the recently proposed parallel orbital-updating approach in real
space method, we propose a parallel orbital-updating based plane-wave basis
method for electronic structure calculations, for so... | [
0,
1,
1,
0,
0,
0
] |
Title: Dynamics of the multi-soliton waves in the sine-Gordon model with two identical point impurities,
Abstract: The particular type of four-kink multi-solitons (or quadrons) adiabatic
dynamics of the sine-Gordon equation in a model with two identical point
attracting impurities has been studied. This model can be us... | [
0,
1,
0,
0,
0,
0
] |
Title: Multi-User Multi-Armed Bandits for Uncoordinated Spectrum Access,
Abstract: A multi-user multi-armed bandit (MAB) framework is used to develop algorithms
for uncoordinated spectrum access. The number of users is assumed to be unknown
to each user. A stochastic setting is first considered, where the rewards on a
... | [
0,
0,
0,
1,
0,
0
] |
Title: A Comparative Analysis of Contact Models in Trajectory Optimization for Manipulation,
Abstract: In this paper, we analyze the effects of contact models on contact-implicit
trajectory optimization for manipulation. We consider three different
approaches: (1) a contact model that is based on complementarity constr... | [
1,
0,
0,
0,
0,
0
] |
Title: Is It Safe to Uplift This Patch? An Empirical Study on Mozilla Firefox,
Abstract: In rapid release development processes, patches that fix critical issues, or
implement high-value features are often promoted directly from the development
channel to a stabilization channel, potentially skipping one or more
stabil... | [
1,
0,
0,
0,
0,
0
] |
Title: Common change point estimation in panel data from the least squares and maximum likelihood viewpoints,
Abstract: We establish the convergence rates and asymptotic distributions of the common
break change-point estimators, obtained by least squares and maximum likelihood
in panel data models and compare their asy... | [
0,
0,
1,
1,
0,
0
] |
Title: Outage analysis in two-way communication with RF energy harvesting relay and co-channel interference,
Abstract: The study of relays with the scope of energy-harvesting (EH) looks
interesting as a means of enabling sustainable, wireless communication without
the need to recharge or replace the battery driving the... | [
1,
0,
0,
0,
0,
0
] |
Title: KGAN: How to Break The Minimax Game in GAN,
Abstract: Generative Adversarial Networks (GANs) were intuitively and attractively
explained under the perspective of game theory, wherein two involving parties
are a discriminator and a generator. In this game, the task of the
discriminator is to discriminate the real... | [
1,
0,
0,
1,
0,
0
] |
Title: The solitary g-mode frequencies in early B-type stars,
Abstract: We present possible explanations of pulsations in early B-type main sequence
stars which arise purely from the excitation of gravity modes. There are three
stars with this type of oscillations detected from the BRITE light curves:
$\kappa$ Cen, a C... | [
0,
1,
0,
0,
0,
0
] |
Title: The microarchitecture of a multi-threaded RISC-V compliant processing core family for IoT end-nodes,
Abstract: Internet-of-Things end-nodes demand low power processing platforms
characterized by heterogeneous dedicated units, controlled by a processor core
running concurrent control threads. Such architecture sc... | [
1,
0,
0,
0,
0,
0
] |
Title: Optimal Input Placement in Lattice Graphs,
Abstract: The control of dynamical, networked systems continues to receive much
attention across the engineering and scientific research fields. Of particular
interest is the proper way to determine which nodes of the network should
receive external control inputs in or... | [
1,
0,
0,
0,
0,
0
] |
Title: Construction of constant mean curvature n-noids using the DPW method,
Abstract: We construct constant mean curvature surfaces in euclidean space with genus
zero and n ends asymptotic to Delaunay surfaces using the DPW method. | [
0,
0,
1,
0,
0,
0
] |
Title: Information Retrieval and Recommendation System for Astronomical Observatories,
Abstract: We present a machine learning based information retrieval system for
astronomical observatories that tries to address user defined queries related
to an instrument. In the modern instrumentation scenario where heterogeneous... | [
0,
1,
0,
0,
0,
0
] |
Title: Database Learning: Toward a Database that Becomes Smarter Every Time,
Abstract: In today's databases, previous query answers rarely benefit answering future
queries. For the first time, to the best of our knowledge, we change this
paradigm in an approximate query processing (AQP) context. We make the
following o... | [
1,
0,
0,
0,
0,
0
] |
Title: Graph Theoretical Models of Closed n-Dimensional Manifolds: Digital Models of a Moebius Strip, a Torus, a Projective Plane a Klein Bottle and n-Dimensional Spheres,
Abstract: In this paper, we show how to construct graph theoretical models of
n-dimensional continuous objects and manifolds. These models retain to... | [
1,
0,
1,
0,
0,
0
] |
Title: Completely $p$-primitive binary quadratic forms,
Abstract: Let $f(x,y)=ax^2+bxy+cy^2$ be a binary quadratic form with integer
coefficients. For a prime $p$ not dividing the discriminant of $f$, we say $f$
is completely $p$-primitive if for any non-zero integer $N$, the diophantine
equation $f(x,y)=N$ has always ... | [
0,
0,
1,
0,
0,
0
] |
Title: Analysis of Multivariate Data and Repeated Measures Designs with the R Package MANOVA.RM,
Abstract: The numerical availability of statistical inference methods for a modern and
robust analysis of longitudinal- and multivariate data in factorial experiments
is an essential element in research and education. While... | [
0,
0,
0,
1,
0,
0
] |
Title: Multiple Illumination Phaseless Super-Resolution (MIPS) with Applications To Phaseless DOA Estimation and Diffraction Imaging,
Abstract: Phaseless super-resolution is the problem of recovering an unknown signal
from measurements of the magnitudes of the low frequency Fourier transform of
the signal. This problem... | [
1,
0,
1,
0,
0,
0
] |
Title: Precise measurement of hyperfine structure in the $ \rm {3\,S_{1/2}} $ state of $ \rm{^7Li} $,
Abstract: We report a precise measurement of hyperfine structure in the $ \rm
{3\,S_{1/2}} $ state of the odd isotope of Li, namely $ \rm {^7Li} $. The state
is excited from the ground $ \rm {2\,S_{1/2}} $ state (which... | [
0,
1,
0,
0,
0,
0
] |
Title: Algebraic models of the Euclidean plane,
Abstract: We introduce a new invariant, the real (logarithmic)-Kodaira dimension, that
allows to distinguish smooth real algebraic surfaces up to birational
diffeomorphism. As an application, we construct infinite families of smooth
rational real algebraic surfaces with t... | [
0,
0,
1,
0,
0,
0
] |
Title: Decentralization of Multiagent Policies by Learning What to Communicate,
Abstract: Effective communication is required for teams of robots to solve
sophisticated collaborative tasks. In practice it is typical for both the
encoding and semantics of communication to be manually defined by an expert;
this is true r... | [
1,
0,
0,
0,
0,
0
] |
Title: A Theory of Complex Stochastic Systems with Two Types of Counteracting Entities,
Abstract: Many complex systems share two characteristics: 1) they are stochastic in
nature, and 2) they are characterized by a large number of factors. At the same
time, various natural complex systems appear to have two types of in... | [
0,
1,
0,
0,
0,
0
] |
Title: Stability of the Poincaré bundle,
Abstract: Let X be an irreducible smooth projective curve, of genus at least two, over
an algebraically closed field k. Let $\mathcal{M}^d_G$ denote the moduli stack
of principal G-bundles over X of fixed topological type $d \in \pi_1(G)$, where
G is any almost simple affine alg... | [
0,
0,
1,
0,
0,
0
] |
Title: Morse geodesics in torsion groups,
Abstract: In this paper we exhibit Morse geodesics, often called "hyperbolic
directions", in infinite unbounded torsion groups. The groups studied are
lacunary hyperbolic groups and constructed using graded small cancellation
conditions. In all previously known examples, Morse ... | [
0,
0,
1,
0,
0,
0
] |
Title: Global and local thermometry schemes in coupled quantum systems,
Abstract: We study the ultimate bounds on the estimation of temperature for an
interacting quantum system. We consider two coupled bosonic modes that are
assumed to be thermal and using quantum estimation theory establish the role
the Hamiltonian p... | [
0,
1,
0,
0,
0,
0
] |
Title: The statistical significance filter leads to overconfident expectations of replicability,
Abstract: We show that publishing results using the statistical significance
filter---publishing only when the p-value is less than 0.05---leads to a
vicious cycle of overoptimistic expectation of the replicability of resul... | [
0,
0,
1,
1,
0,
0
] |
Title: Simulating and Reconstructing Neurodynamics with Epsilon-Automata Applied to Electroencephalography (EEG) Microstate Sequences,
Abstract: We introduce new techniques to the analysis of neural spatiotemporal dynamics
via applying $\epsilon$-machine reconstruction to electroencephalography (EEG)
microstate sequenc... | [
1,
1,
0,
0,
0,
0
] |
Title: The LCES HIRES/Keck Precision Radial Velocity Exoplanet Survey,
Abstract: We describe a 20-year survey carried out by the Lick-Carnegie Exoplanet
Survey Team (LCES), using precision radial velocities from HIRES on the Keck-I
telescope to find and characterize extrasolar planetary systems orbiting nearby
F, G, K,... | [
0,
1,
0,
0,
0,
0
] |
Title: Artificial Intelligence Based Malware Analysis,
Abstract: Artificial intelligence methods have often been applied to perform specific
functions or tasks in the cyber-defense realm. However, as adversary methods
become more complex and difficult to divine, piecemeal efforts to understand
cyber-attacks, and malwar... | [
1,
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0,
0,
0
] |
Title: A New Achievable Rate Region for Multiple-Access Channel with States,
Abstract: The problem of reliable communication over the multiple-access channel (MAC)
with states is investigated. We propose a new coding scheme for this problem
which uses quasi-group codes (QGC). We derive a new computable single-letter
ch... | [
1,
0,
0,
0,
0,
0
] |
Title: Analytic heating rate of neutron star merger ejecta derived from Fermi's theory of beta decay,
Abstract: Macronovae (kilonovae) that arise in binary neutron star mergers are powered
by radioactive beta decay of hundreds of $r$-process nuclides. We derive, using
Fermi's theory of beta decay, an analytic estimate ... | [
0,
1,
0,
0,
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] |
Title: On well-posedness of a velocity-vorticity formulation of the Navier-Stokes equations with no-slip boundary conditions,
Abstract: We study well-posedness of a velocity-vorticity formulation of the
Navier--Stokes equations, supplemented with no-slip velocity boundary
conditions, a no-penetration vorticity boundary... | [
0,
0,
1,
0,
0,
0
] |
Title: Generative Adversarial Networks for Electronic Health Records: A Framework for Exploring and Evaluating Methods for Predicting Drug-Induced Laboratory Test Trajectories,
Abstract: Generative Adversarial Networks (GANs) represent a promising class of
generative networks that combine neural networks with game theo... | [
1,
0,
0,
1,
0,
0
] |
Title: Properties of Kinetic Transition Networks for Atomic Clusters and Glassy Solids,
Abstract: A database of minima and transition states corresponds to a network where the
minima represent nodes and the transition states correspond to edges between
the pairs of minima they connect via steepest-descent paths. Here w... | [
0,
1,
0,
1,
0,
0
] |
Title: Tube Convolutional Neural Network (T-CNN) for Action Detection in Videos,
Abstract: Deep learning has been demonstrated to achieve excellent results for image
classification and object detection. However, the impact of deep learning on
video analysis (e.g. action detection and recognition) has been limited due t... | [
1,
0,
0,
0,
0,
0
] |
Title: Expropriations, Property Confiscations and New Offshore Entities: Evidence from the Panama Papers,
Abstract: Using the Panama Papers, we show that the beginning of media reporting on
expropriations and property confiscations in a country increases the
probability that offshore entities are incorporated by agents... | [
0,
0,
0,
0,
0,
1
] |
Title: Concave Flow on Small Depth Directed Networks,
Abstract: Small depth networks arise in a variety of network related applications,
often in the form of maximum flow and maximum weighted matching. Recent works
have generalized such methods to include costs arising from concave functions.
In this paper we give an a... | [
1,
0,
0,
0,
0,
0
] |
Title: A supernova at 50 pc: Effects on the Earth's atmosphere and biota,
Abstract: Recent 60Fe results have suggested that the estimated distances of supernovae
in the last few million years should be reduced from 100 pc to 50 pc. Two
events or series of events are suggested, one about 2.7 million years to 1.7
million... | [
0,
1,
0,
0,
0,
0
] |
Title: Plugo: a VLC Systematic Perspective of Large-scale Indoor Localization,
Abstract: Indoor localization based on Visible Light Communication (VLC) has been in
favor with both the academia and industry for years. In this paper, we present
a prototyping photodiode-based VLC system towards large-scale localization.
S... | [
1,
0,
0,
0,
0,
0
] |
Title: Deep Convolutional Networks as shallow Gaussian Processes,
Abstract: We show that the output of a (residual) convolutional neural network (CNN)
with an appropriate prior over the weights and biases is a Gaussian process
(GP) in the limit of infinitely many convolutional filters, extending similar
results for den... | [
0,
0,
0,
1,
0,
0
] |
Title: "i have a feeling trump will win..................": Forecasting Winners and Losers from User Predictions on Twitter,
Abstract: Social media users often make explicit predictions about upcoming events.
Such statements vary in the degree of certainty the author expresses toward the
outcome:"Leonardo DiCaprio will... | [
1,
0,
0,
0,
0,
0
] |
Title: Low energy bands and transport properties of chromium arsenide,
Abstract: We apply a method that combines the tight-binding approximation and the
Lowdin down-folding procedure to evaluate the electronic band structure of the
newly discovered pressure-induced superconductor CrAs. By integrating out all
low-lying ... | [
0,
1,
0,
0,
0,
0
] |
Title: High Dynamic Range Imaging Technology,
Abstract: In this lecture note, we describe high dynamic range (HDR) imaging systems;
such systems are able to represent luminances of much larger brightness and,
typically, also a larger range of colors than conventional standard dynamic
range (SDR) imaging systems. The la... | [
1,
0,
0,
0,
0,
0
] |
Title: Classification of pro-$p$ PD$^2$ pairs and the pro-$p$ curve complex,
Abstract: We classify pro-$p$ Poincaré duality pairs in dimension two. We then use
this classification to build a pro-$p$ analogue of the curve complex and
establish its basic properties. We conclude with some statements concerning
separabilit... | [
0,
0,
1,
0,
0,
0
] |
Title: Recursive Multikernel Filters Exploiting Nonlinear Temporal Structure,
Abstract: In kernel methods, temporal information on the data is commonly included by
using time-delayed embeddings as inputs. Recently, an alternative formulation
was proposed by defining a gamma-filter explicitly in a reproducing kernel
Hil... | [
1,
0,
0,
1,
0,
0
] |
Title: On bifibrations of model categories,
Abstract: In this article, we develop a notion of Quillen bifibration which combines
the two notions of Grothendieck bifibration and of Quillen model structure. In
particular, given a bifibration $p:\mathcal E\to\mathcal B$, we describe when a
family of model structures on th... | [
1,
0,
1,
0,
0,
0
] |
Title: Deep Learning Sparse Ternary Projections for Compressed Sensing of Images,
Abstract: Compressed sensing (CS) is a sampling theory that allows reconstruction of
sparse (or compressible) signals from an incomplete number of measurements,
using of a sensing mechanism implemented by an appropriate projection matrix.... | [
1,
0,
0,
1,
0,
0
] |
Title: Learning a Predictive Model for Music Using PULSE,
Abstract: Predictive models for music are studied by researchers of algorithmic
composition, the cognitive sciences and machine learning. They serve as base
models for composition, can simulate human prediction and provide a
multidisciplinary application domain ... | [
1,
0,
0,
0,
0,
0
] |
Title: Learning Nonlinear Brain Dynamics: van der Pol Meets LSTM,
Abstract: Many real-world data sets, especially in biology, are produced by highly
multivariate and nonlinear complex dynamical systems. In this paper, we focus
on brain imaging data, including both calcium imaging and functional MRI data.
Standard vecto... | [
0,
0,
0,
1,
1,
0
] |
Title: Abstract Interpretation with Unfoldings,
Abstract: We present and evaluate a technique for computing path-sensitive interference
conditions during abstract interpretation of concurrent programs. In lieu of
fixed point computation, we use prime event structures to compactly represent
causal dependence and interfe... | [
1,
0,
0,
0,
0,
0
] |
Title: Perturbation theory for cosmologies with non-linear structure,
Abstract: The next generation of cosmological surveys will operate over unprecedented
scales, and will therefore provide exciting new opportunities for testing
general relativity. The standard method for modelling the structures that these
surveys wi... | [
0,
1,
0,
0,
0,
0
] |
Title: Phase Synchronization on Spacially Embeded Duplex Networks with Total Cost Constraint,
Abstract: Synchronization on multiplex networks have attracted increasing attention in
the past few years. We investigate collective behaviors of Kuramoto oscillators
on single layer and duplex spacial networks with total cost... | [
0,
1,
0,
0,
0,
0
] |
Title: Neutral Carbon Emission in luminous infrared galaxies The \CI\ Lines as Total Molecular Gas Tracers,
Abstract: We present a statistical study on the [C I]($^{3} \rm P_{1} \rightarrow {\rm
^3 P}_{0}$), [C I] ($^{3} \rm P_{2} \rightarrow {\rm ^3 P}_{1}$) lines
(hereafter [C I] (1$-$0) and [C I] (2$-$1), respective... | [
0,
1,
0,
0,
0,
0
] |
Title: Composition Factors of Tensor Products of Symmetric Powers,
Abstract: We determine the composition factors of the tensor product $S(E)\otimes S(E)$
of two copies of the symmetric algebra of the natural module $E$ of a general
linear group over an algebraically closed field of positive characteristic. Our
main re... | [
0,
0,
1,
0,
0,
0
] |
Title: Attention-Based Guided Structured Sparsity of Deep Neural Networks,
Abstract: Network pruning is aimed at imposing sparsity in a neural network
architecture by increasing the portion of zero-valued weights for reducing its
size regarding energy-efficiency consideration and increasing evaluation speed.
In most of... | [
0,
0,
0,
1,
0,
0
] |
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