text stringlengths 57 2.88k | labels listlengths 6 6 |
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Title: Zero distribution for Angelesco Hermite--Padé polynomials,
Abstract: We consider the problem of zero distribution of the first kind
Hermite--Padé polynomials associated with a vector function $\vec f = (f_1,
\dots, f_s)$ whose components $f_k$ are functions with a finite number of
branch points in plane. We assu... | [
0,
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] |
Title: Atomic-scale identification of novel planar defect phases in heteroepitaxial YBa$_2$Cu$_3$O$_{7-δ}$ thin films,
Abstract: We have discovered two novel types of planar defects that appear in
heteroepitaxial YBa$_2$Cu$_3$O$_{7-\delta}$ (YBCO123) thin films, grown by
pulsed-laser deposition (PLD) either with or wit... | [
0,
1,
0,
0,
0,
0
] |
Title: Self-consistent assessment of Englert-Schwinger model on atomic properties,
Abstract: Our manuscript investigates a self-consistent solution of the statistical
atom model proposed by Berthold-Georg Englert and Julian Schwinger (the ES
model) and benchmarks it against atomic Kohn-Sham and two orbital-free models
... | [
0,
1,
0,
0,
0,
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] |
Title: Target volatility option pricing in lognormal fractional SABR model,
Abstract: We examine in this article the pricing of target volatility options in the
lognormal fractional SABR model. A decomposition formula by Ito's calculus
yields a theoretical replicating strategy for the target volatility option,
assuming... | [
0,
0,
0,
0,
0,
1
] |
Title: Robust Blind Deconvolution via Mirror Descent,
Abstract: We revisit the Blind Deconvolution problem with a focus on understanding its
robustness and convergence properties. Provable robustness to noise and other
perturbations is receiving recent interest in vision, from obtaining immunity
to adversarial attacks ... | [
1,
0,
0,
1,
0,
0
] |
Title: One-Dimensional Symmetry Protected Topological Phases and their Transitions,
Abstract: We present a unified perspective on symmetry protected topological (SPT)
phases in one dimension and address the open question of what characterizes
their phase transitions. In the first part of this work we use symmetry as a
... | [
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1,
0,
0,
0,
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] |
Title: Proceedings Eighth International Symposium on Games, Automata, Logics and Formal Verification,
Abstract: This volume contains the proceedings of the Eighth International Symposium on
Games, Automata, Logic and Formal Verification (GandALF 2017). The symposium
took place in Roma, Italy, from the 20th to the 22nd ... | [
1,
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] |
Title: Valence Bonds in Random Quantum Magnets: Theory and Application to YbMgGaO4,
Abstract: We analyze the effect of quenched disorder on spin-1/2 quantum magnets in
which magnetic frustration promotes the formation of local singlets. Our
results include a theory for 2d valence-bond solids subject to weak bond
random... | [
0,
1,
0,
0,
0,
0
] |
Title: TuckER: Tensor Factorization for Knowledge Graph Completion,
Abstract: Knowledge graphs are structured representations of real world facts. However,
they typically contain only a small subset of all possible facts. Link
prediction is a task of inferring missing facts based on existing ones. We
propose TuckER, a ... | [
1,
0,
0,
1,
0,
0
] |
Title: Taming Non-stationary Bandits: A Bayesian Approach,
Abstract: We consider the multi armed bandit problem in non-stationary environments.
Based on the Bayesian method, we propose a variant of Thompson Sampling which
can be used in both rested and restless bandit scenarios. Applying discounting
to the parameters o... | [
1,
0,
0,
1,
0,
0
] |
Title: Smooth Primal-Dual Coordinate Descent Algorithms for Nonsmooth Convex Optimization,
Abstract: We propose a new randomized coordinate descent method for a convex
optimization template with broad applications. Our analysis relies on a novel
combination of four ideas applied to the primal-dual gap function: smoothi... | [
0,
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0,
1,
0,
0
] |
Title: Guarantees for Greedy Maximization of Non-submodular Functions with Applications,
Abstract: We investigate the performance of the standard Greedy algorithm for
cardinality constrained maximization of non-submodular nondecreasing set
functions. While there are strong theoretical guarantees on the performance of
G... | [
1,
0,
1,
0,
0,
0
] |
Title: Affine Metrics and Associated Algebroid Structures: Application to General Relativity,
Abstract: In this paper, algebroid bundle associated to affine metrics provide an
structure for unification of gravity and electromagnetism and, geometrization
of matter. | [
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1,
0,
0,
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] |
Title: Controllability of temporal networks: An analysis using higher-order networks,
Abstract: The control of complex networks is a significant challenge, especially when
the network topology of the system to be controlled is dynamic. Addressing this
challenge, here we introduce a novel approach which allows exploring... | [
1,
1,
0,
0,
0,
0
] |
Title: Mapping momentum-dependent electron-phonon coupling and non-equilibrium phonon dynamics with ultrafast electron diffuse scattering,
Abstract: Despite their fundamental role in determining material properties, detailed
momentum-dependent information on the strength of electron-phonon and
phonon-phonon coupling (E... | [
0,
1,
0,
0,
0,
0
] |
Title: Meridional Circulation Dynamics in a Cyclic Convective Dynamo,
Abstract: Surface observations indicate that the speed of the solar meridional
circulation in the photosphere varies in anti-phase with the solar cycle. The
current explanation for the source of this variation is that inflows into
active regions alte... | [
0,
1,
0,
0,
0,
0
] |
Title: Bayesian analysis of 210Pb dating,
Abstract: In many studies of environmental change of the past few centuries, 210Pb
dating is used to obtain chronologies for sedimentary sequences. One of the
most commonly used approaches to estimate the ages of depths in a sequence is
to assume a constant rate of supply (CRS)... | [
0,
0,
0,
1,
0,
0
] |
Title: Analytic continuation with Padé decomposition,
Abstract: The ill-posed analytic continuation problem for Green's functions or
self-energies can be done using the Padé rational polynomial approximation.
However, to extract accurate results from this approximation, high precision
input data of the Matsubara Green'... | [
0,
1,
0,
0,
0,
0
] |
Title: Imperative Functional Programs that Explain their Work,
Abstract: Program slicing provides explanations that illustrate how program outputs
were produced from inputs. We build on an approach introduced in prior work by
Perera et al., where dynamic slicing was defined for pure higher-order
functional programs as ... | [
1,
0,
0,
0,
0,
0
] |
Title: Synthetic dimensions in ultracold molecules: quantum strings and membranes,
Abstract: Synthetic dimensions alter one of the most fundamental properties in nature,
the dimension of space. They allow, for example, a real three-dimensional
system to act as effectively four-dimensional. Driven by such possibilities,... | [
0,
1,
0,
0,
0,
0
] |
Title: Self-Organization and The Origins of Life: The Managed-Metabolism Hypothesis,
Abstract: The managed-metabolism hypothesis suggests that a cooperation barrier must be
overcome if self-producing chemical organizations are to transition from
non-life to life. This barrier prevents un-managed, self-organizing,
autoc... | [
0,
1,
0,
0,
0,
0
] |
Title: Pile-up Reduction, Bayesian Decomposition and Applications of Silicon Drift Detectors at LCLS,
Abstract: Silicon drift detectors (SDDs) revolutionized spectroscopy in fields as
diverse as geology and dentistry. For a subset of experiments at ultra-fast,
x-ray free-electron lasers (FELs), SDDs can make substantia... | [
0,
1,
0,
0,
0,
0
] |
Title: Online Learning to Rank in Stochastic Click Models,
Abstract: Online learning to rank is a core problem in information retrieval and
machine learning. Many provably efficient algorithms have been recently
proposed for this problem in specific click models. The click model is a model
of how the user interacts wit... | [
1,
0,
0,
1,
0,
0
] |
Title: Transforming Coroutining Logic Programs into Equivalent CHR Programs,
Abstract: We extend a technique called Compiling Control. The technique transforms
coroutining logic programs into logic programs that, when executed under the
standard left-to-right selection rule (and not using any delay features) have
the s... | [
1,
0,
0,
0,
0,
0
] |
Title: Gap and rings carved by vortices in protoplanetary dust,
Abstract: Large-scale vortices in protoplanetary disks are thought to form and survive
for long periods of time. Hence, they can significantly change the global disk
evolution and particularly the distribution of the solid particles embedded in
the gas, po... | [
0,
1,
0,
0,
0,
0
] |
Title: Wasserstein Dictionary Learning: Optimal Transport-based unsupervised non-linear dictionary learning,
Abstract: This paper introduces a new nonlinear dictionary learning method for
histograms in the probability simplex. The method leverages optimal transport
theory, in the sense that our aim is to reconstruct hi... | [
1,
0,
0,
1,
0,
0
] |
Title: A Generalization of Smillie's Theorem on Strongly Cooperative Tridiagonal Systems,
Abstract: Smillie (1984) proved an interesting result on the stability of nonlinear,
time-invariant, strongly cooperative, and tridiagonal dynamical systems. This
result has found many applications in models from various fields in... | [
1,
0,
0,
0,
0,
0
] |
Title: Geospatial Semantics,
Abstract: Geospatial semantics is a broad field that involves a variety of research
areas. The term semantics refers to the meaning of things, and is in contrast
with the term syntactics. Accordingly, studies on geospatial semantics usually
focus on understanding the meaning of geographic e... | [
1,
0,
0,
0,
0,
0
] |
Title: Stability of the sum of two solitary waves for (gDNLS) in the energy space,
Abstract: In this paper, we continue the study in \cite{MiaoTX:DNLS:Stab}. We use the
perturbation argument, modulational analysis and the energy argument in
\cite{MartelMT:Stab:gKdV, MartelMT:Stab:NLS} to show the stability of the sum
o... | [
0,
0,
1,
0,
0,
0
] |
Title: A BERT Baseline for the Natural Questions,
Abstract: This technical note describes a new baseline for the Natural Questions. Our
model is based on BERT and reduces the gap between the model F1 scores reported
in the original dataset paper and the human upper bound by 30% and 50% relative
for the long and short a... | [
1,
0,
0,
0,
0,
0
] |
Title: Knowledge Evolution in Physics Research: An Analysis of Bibliographic Coupling Networks,
Abstract: Even as we advance the frontiers of physics knowledge, our understanding of
how this knowledge evolves remains at the descriptive levels of Popper and
Kuhn. Using the APS publications data sets, we ask in this lett... | [
1,
1,
0,
0,
0,
0
] |
Title: On a lower bound for the energy functional on a family of Hamiltonian minimal Lagrangian tori in $\mathbb{C}P^2$,
Abstract: We study the energy functional on the set of Lagrangian tori in
$\mathbb{C}P^2$ . We prove that the value of the energy functional on a certain
family of Hamiltonian minimal Lagrangian tori... | [
0,
0,
1,
0,
0,
0
] |
Title: Dynamic Mortality Risk Predictions in Pediatric Critical Care Using Recurrent Neural Networks,
Abstract: Viewing the trajectory of a patient as a dynamical system, a recurrent neural
network was developed to learn the course of patient encounters in the
Pediatric Intensive Care Unit (PICU) of a major tertiary ca... | [
1,
0,
1,
1,
0,
0
] |
Title: Global Strichartz estimates for the Schrödinger equation with non zero boundary conditions and applications,
Abstract: We consider the Schrödinger equation on a half space in any dimension with
a class of nonhomogeneous boundary conditions including Dirichlet, Neuman and
the so-called transparent boundary condit... | [
0,
0,
1,
0,
0,
0
] |
Title: Structure of $^{20}$Ne states in the resonance $^{16}$O+$α$ elastic scattering,
Abstract: Background
The nuclear structure of the cluster bands in $^{20}$Ne presents a challenge
for different theoretical approaches. It is especially difficult to explain the
broad 0$^+$, 2$^+$ states at 9 MeV excitation energy. S... | [
0,
1,
0,
0,
0,
0
] |
Title: Terminal-Pairability in Complete Bipartite Graphs,
Abstract: We investigate the terminal-pairibility problem in the case when the base
graph is a complete bipartite graph, and the demand graph is also bipartite
with the same color classes. We improve the lower bound on maximum value of
$\Delta(D)$ which still gu... | [
0,
0,
1,
0,
0,
0
] |
Title: Rate-optimal Meta Learning of Classification Error,
Abstract: Meta learning of optimal classifier error rates allows an experimenter to
empirically estimate the intrinsic ability of any estimator to discriminate
between two populations, circumventing the difficult problem of estimating the
optimal Bayes classifi... | [
0,
0,
0,
1,
0,
0
] |
Title: Fast, Robust, and Versatile Event Detection through HMM Belief State Gradient Measures,
Abstract: Event detection is a critical feature in data-driven systems as it assists
with the identification of nominal and anomalous behavior. Event detection is
increasingly relevant in robotics as robots operate with great... | [
1,
0,
0,
0,
0,
0
] |
Title: Geometric features of Vessiot--Guldberg Lie algebras of conformal and Killing vector fields on $\mathbb{R}^2$,
Abstract: This paper locally classifies finite-dimensional Lie algebras of conformal
and Killing vector fields on $\mathbb{R}^2$ relative to an arbitrary
pseudo-Riemannian metric. Several results about ... | [
0,
1,
0,
0,
0,
0
] |
Title: Fermion inter-particle potentials in 5D and a dimensional restriction prescription to 4D,
Abstract: This work sets out to compute and discuss effects of spin, velocity and
dimensionality on inter-particle potentials systematically derived from gauge
field-theoretic models. We investigate the interaction of fermi... | [
0,
1,
0,
0,
0,
0
] |
Title: Characterizations of idempotent discrete uninorms,
Abstract: In this paper we provide an axiomatic characterization of the idempotent
discrete uninorms by means of three conditions only: conservativeness,
symmetry, and nondecreasing monotonicity. We also provide an alternative
characterization involving the bisy... | [
1,
0,
1,
0,
0,
0
] |
Title: Constraints on the sum of neutrino masses using cosmological data including the latest extended Baryon Oscillation Spectroscopic Survey DR14 quasar sample,
Abstract: We investigate the constraints on the sum of neutrino masses ($\Sigma m_\nu$)
using the most recent cosmological data, which combines the distance
... | [
0,
1,
0,
0,
0,
0
] |
Title: The effect of the choice of neural network depth and breadth on the size of its hypothesis space,
Abstract: We show that the number of unique function mappings in a neural network
hypothesis space is inversely proportional to $\prod_lU_l!$, where $U_{l}$ is
the number of neurons in the hidden layer $l$. | [
0,
0,
0,
1,
0,
0
] |
Title: Fairwashing: the risk of rationalization,
Abstract: Black-box explanation is the problem of explaining how a machine learning
model -- whose internal logic is hidden to the auditor and generally complex --
produces its outcomes. Current approaches for solving this problem include
model explanation, outcome expla... | [
1,
0,
0,
1,
0,
0
] |
Title: Volume Dependence of N-Body Bound States,
Abstract: We derive the finite-volume correction to the binding energy of an N-particle
quantum bound state in a cubic periodic volume. Our results are applicable to
bound states with arbitrary composition and total angular momentum, and in any
number of spatial dimensio... | [
0,
1,
1,
0,
0,
0
] |
Title: Tree-Structured Boosting: Connections Between Gradient Boosted Stumps and Full Decision Trees,
Abstract: Additive models, such as produced by gradient boosting, and full interaction
models, such as classification and regression trees (CART), are widely used
algorithms that have been investigated largely in isola... | [
1,
0,
0,
1,
0,
0
] |
Title: Magnetic field influenced electron-impurity scattering and magnetotransport,
Abstract: We formulate a quasiclassical theory ($\omega_c\tau \lesssim 1$ with
$\omega_c$ as the cyclotron frequency and $\tau$ as the relaxation time) to
study the influence of magnetic field on electron-impurity scattering process
in ... | [
0,
1,
0,
0,
0,
0
] |
Title: Evidence for depletion of heavy silicon isotopes at comet 67P/Churyumov-Gerasimenko,
Abstract: Context. The Rosetta Orbiter Spectrometer for Ion and Neutral Analysis
(ROSINA) was designed to measure the composition of the gas in the coma of
comet 67P/Churyumov-Gerasimenko, the target of the European Space Agency... | [
0,
1,
0,
0,
0,
0
] |
Title: Design, Simulation, and Testing of a Flexible Actuated Spine for Quadruped Robots,
Abstract: Walking quadruped robots face challenges in positioning their feet and
lifting their legs during gait cycles over uneven terrain. The robot Laika is
under development as a quadruped with a flexible, actuated spine design... | [
1,
0,
0,
0,
0,
0
] |
Title: The landscape of NeuroImage-ing research,
Abstract: As the field of neuroimaging grows, it can be difficult for scientists within
the field to gain and maintain a detailed understanding of its ever-changing
landscape. While collaboration and citation networks highlight important
contributions within the field, t... | [
1,
0,
0,
1,
0,
0
] |
Title: To tune or not to tune the number of trees in random forest?,
Abstract: The number of trees T in the random forest (RF) algorithm for supervised
learning has to be set by the user. It is controversial whether T should simply
be set to the largest computationally manageable value or whether a smaller T
may in som... | [
1,
0,
0,
1,
0,
0
] |
Title: SPH Modeling of Short-crested Waves,
Abstract: This study investigates short-crested wave breaking over a planar beach by
using the mesh-free Smoothed Particle Hydrodynamics model, GPUSPH. The
short-crested waves are created by generating intersecting wave trains in a
numerical wave basin. We examine the influen... | [
0,
1,
0,
0,
0,
0
] |
Title: Tunneling Field-Effect Junctions with WS$_2$ barrier,
Abstract: Transition metal dichalcogenides (TMDCs), with their two-dimensional
structures and sizable bandgaps, are good candidates for barrier materials in
tunneling field-effect transistor (TFET) formed from atomic precision vertical
stacks of graphene and ... | [
0,
1,
0,
0,
0,
0
] |
Title: Topological Larkin-Ovchinnikov phase and Majorana zero mode chain in bilayer superconducting topological insulator films,
Abstract: We theoretically study bilayer superconducting topological insulator film, in
which superconductivity exists for both top and bottom surface states. We show
that an in-plane magneti... | [
0,
1,
0,
0,
0,
0
] |
Title: Optimization and Analysis of Wireless Powered Multi-antenna Cooperative Systems,
Abstract: In this paper, we consider a three-node cooperative wireless powered
communication system consisting of a multi-antenna hybrid access point (H-AP)
and a single-antenna relay and a single-antenna user. The energy constraine... | [
1,
0,
0,
0,
0,
0
] |
Title: Asai cube L-functions and the local Langlands conjecture,
Abstract: Let $F$ be a non-archimedean locally compact field. We study a class of
Langlands-Shahidi pairs $({\bf H},{\bf L})$, consisting of a quasi-split
connected reductive group $\bf H$ over $F$ and a Levi subgroup $\bf L$ which is
closely related to a... | [
0,
0,
1,
0,
0,
0
] |
Title: What's in a game? A theory of game models,
Abstract: Game semantics is a rich and successful class of denotational models for
programming languages. Most game models feature a rather intuitive setup, yet
surprisingly difficult proofs of such basic results as associativity of
composition of strategies. We set out... | [
1,
0,
0,
0,
0,
0
] |
Title: Proposal for the Detection of Magnetic Monopoles in Spin Ice via Nanoscale Magnetometry,
Abstract: We present a proposal for applying nanoscale magnetometry to the search for
magnetic monopoles in the spin ice materials holmium and dysprosium titanate.
Employing Monte Carlo simulations of the dipolar spin ice mo... | [
0,
1,
0,
0,
0,
0
] |
Title: Rule-Based Spanish Morphological Analyzer Built From Spell Checking Lexicon,
Abstract: Preprocessing tools for automated text analysis have become more widely
available in major languages, but non-English tools are often still limited in
their functionality. When working with Spanish-language text, researchers c... | [
1,
0,
0,
0,
0,
0
] |
Title: Learning Edge Representations via Low-Rank Asymmetric Projections,
Abstract: We propose a new method for embedding graphs while preserving directed edge
information. Learning such continuous-space vector representations (or
embeddings) of nodes in a graph is an important first step for using network
information ... | [
1,
0,
0,
1,
0,
0
] |
Title: Inference, Prediction, and Control of Networked Epidemics,
Abstract: We develop a feedback control method for networked epidemic spreading
processes. In contrast to most prior works which consider mean field, open-loop
control schemes, the present work develops a novel framework for feedback
control of epidemic ... | [
0,
0,
1,
0,
0,
0
] |
Title: The Weisfeiler-Leman algorithm and the diameter of Schreier graphs,
Abstract: We prove that the number of iterations taken by the Weisfeiler-Leman
algorithm for configurations coming from Schreier graphs is closely linked to
the diameter of the graphs themselves: an upper bound is found for general
Schreier grap... | [
0,
0,
1,
0,
0,
0
] |
Title: Correlations between primes in short intervals on curves over finite fields,
Abstract: We prove an analogue of the Hardy-Littlewood conjecture on the asymptotic
distribution of prime constellations in the setting of short intervals in
function fields of smooth projective curves over finite fields. | [
0,
0,
1,
0,
0,
0
] |
Title: Extracting and Exploiting Inherent Sparsity for Efficient IoT Support in 5G: Challenges and Potential Solutions,
Abstract: Besides enabling an enhanced mobile broadband, next generation of mobile
networks (5G) are envisioned for the support of massive connectivity of
heterogeneous Internet of Things (IoT)s. Thes... | [
1,
0,
0,
0,
0,
0
] |
Title: Existence and convexity of local solutions to degenerate hessian equations,
Abstract: In this work, we prove the existence of local convex solution to the
degenerate Hessian equation | [
0,
0,
1,
0,
0,
0
] |
Title: Superexponential estimates and weighted lower bounds for the square function,
Abstract: We prove the following superexponential distribution inequality: for any
integrable $g$ on $[0,1)^{d}$ with zero average, and any $\lambda>0$ \[ |\{ x
\in [0,1)^{d} \; :\; g \geq\lambda \}| \leq e^{-
\lambda^{2}/(2^{d}\|S(g)\... | [
0,
0,
1,
0,
0,
0
] |
Title: Reframing the S\&P500 Network of Stocks along the \nth{21} Century,
Abstract: Since the beginning of the new millennium, stock markets went through every
state from long-time troughs, trade suspensions to all-time highs. The
literature on asset pricing hence assumes random processes to be underlying the
movement... | [
0,
0,
0,
0,
0,
1
] |
Title: Point-contact spectroscopy of superconducting energy gap in $\rm DyNi_2B_2C$,
Abstract: The superconducting energy gap in $\rm DyNi_2B_2C$ has been investigated
using a point-contact technique based on the Andreev reflection from a normal
(N)-superconductor (S) boundary, where N is Ag. The observed differential
... | [
0,
1,
0,
0,
0,
0
] |
Title: Parameterized Complexity of Safe Set,
Abstract: In this paper we study the problem of finding a small safe set $S$ in a graph
$G$, i.e. a non-empty set of vertices such that no connected component of
$G[S]$ is adjacent to a larger component in $G - S$. We enhance our
understanding of the problem from the viewpoi... | [
1,
0,
0,
0,
0,
0
] |
Title: A Matrix Variate Skew-t Distribution,
Abstract: Although there is ample work in the literature dealing with skewness in the
multivariate setting, there is a relative paucity of work in the matrix variate
paradigm. Such work is, for example, useful for modelling three-way data. A
matrix variate skew-t distributio... | [
0,
0,
1,
1,
0,
0
] |
Title: Status Updates Through Multicast Networks,
Abstract: Using age of information as the freshness metric, we examine a multicast
network in which real-time status updates are generated by the source and sent
to a group of $n$ interested receivers. We show that in order to keep the
information freshness at each rece... | [
1,
0,
0,
0,
0,
0
] |
Title: Extension of Convolutional Neural Network with General Image Processing Kernels,
Abstract: We applied pre-defined kernels also known as filters or masks developed for
image processing to convolution neural network. Instead of letting neural
networks find its own kernels, we used 41 different general-purpose kern... | [
1,
0,
0,
1,
0,
0
] |
Title: Sound event detection using weakly labeled dataset with stacked convolutional and recurrent neural network,
Abstract: This paper proposes a neural network architecture and training scheme to
learn the start and end time of sound events (strong labels) in an audio
recording given just the list of sound events exi... | [
1,
0,
0,
0,
0,
0
] |
Title: Categoricity and Universal Classes,
Abstract: Let $(\mathcal{K} ,\subseteq )$ be a universal class with
$LS(\mathcal{K})=\lambda$ categorical in regular $\kappa >\lambda^+$ with
arbitrarily large models, and let $\mathcal{K}^*$ be the class of all
$\mathcal{A}\in\mathcal{K}_{>\lambda}$ for which there is $\mathc... | [
0,
0,
1,
0,
0,
0
] |
Title: Water, High-Altitude Condensates, and Possible Methane Depletion in the Atmosphere of the Warm Super-Neptune WASP-107b,
Abstract: The super-Neptune exoplanet WASP-107b is an exciting target for atmosphere
characterization. It has an unusually large atmospheric scale height and a
small, bright host star, raising ... | [
0,
1,
0,
0,
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0
] |
Title: Partial Order on the set of Boolean Regulatory Functions,
Abstract: Logical models have been successfully used to describe regulatory and
signaling networks without requiring quantitative data. However, existing data
is insufficient to adequately define a unique model, rendering the
parametrization of a given mo... | [
1,
0,
0,
0,
1,
0
] |
Title: Scalable solvers for complex electromagnetics problems,
Abstract: In this work, we present scalable balancing domain decomposition by
constraints methods for linear systems arising from arbitrary order edge finite
element discretizations of multi-material and heterogeneous 3D problems. In
order to enforce the co... | [
1,
0,
0,
0,
0,
0
] |
Title: A flux-splitting method for hyperbolic-equation system of magnetized electron fluids in quasi-neutral plasmas,
Abstract: A flux-splitting method is proposed for the hyperbolic-equation system (HES)
of magnetized electron fluids in quasi-neutral plasmas. The numerical fluxes
are split into four categories, which ... | [
0,
1,
0,
0,
0,
0
] |
Title: TransFlow: Unsupervised Motion Flow by Joint Geometric and Pixel-level Estimation,
Abstract: We address unsupervised optical flow estimation for ego-centric motion. We
argue that optical flow can be cast as a geometrical warping between two
successive video frames and devise a deep architecture to estimate such
... | [
1,
0,
0,
0,
0,
0
] |
Title: A General Pipeline for 3D Detection of Vehicles,
Abstract: Autonomous driving requires 3D perception of vehicles and other objects in
the in environment. Much of the current methods support 2D vehicle detection.
This paper proposes a flexible pipeline to adopt any 2D detection network and
fuse it with a 3D point... | [
0,
0,
0,
1,
0,
0
] |
Title: Search for CII Emission on Cosmological Scales at Redshift Z~2.6,
Abstract: We present a search for CII emission over cosmological scales at
high-redshifts. The CII line is a prime candidate to be a tracer of star
formation over large-scale structure since it is one of the brightest emission
lines from galaxies.... | [
0,
1,
0,
0,
0,
0
] |
Title: Ricci flow and diffeomorphism groups of 3-manifolds,
Abstract: We complete the proof of the Generalized Smale Conjecture, apart from the
case of $RP^3$, and give a new proof of Gabai's theorem for hyperbolic
3-manifolds. We use an approach based on Ricci flow through singularities,
which applies uniformly to sph... | [
0,
0,
1,
0,
0,
0
] |
Title: RLlib: Abstractions for Distributed Reinforcement Learning,
Abstract: Reinforcement learning (RL) algorithms involve the deep nesting of highly
irregular computation patterns, each of which typically exhibits opportunities
for distributed computation. We argue for distributing RL components in a
composable way b... | [
1,
0,
0,
0,
0,
0
] |
Title: A Multiscale-Analysis of Stochastic Bistable Reaction-Diffusion Equations,
Abstract: A multiscale analysis of 1D stochastic bistable reaction-diffusion equations
with additive noise is carried out w.r.t. travelling waves within the
variational approach to stochastic partial differential equations. It is shown
wi... | [
0,
0,
1,
0,
0,
0
] |
Title: MARGIN: Uncovering Deep Neural Networks using Graph Signal Analysis,
Abstract: Interpretability has emerged as a crucial aspect of machine learning, aimed
at providing insights into the working of complex neural networks. However,
existing solutions vary vastly based on the nature of the interpretability
task, w... | [
1,
0,
0,
1,
0,
0
] |
Title: SVCCA: Singular Vector Canonical Correlation Analysis for Deep Learning Dynamics and Interpretability,
Abstract: We propose a new technique, Singular Vector Canonical Correlation Analysis
(SVCCA), a tool for quickly comparing two representations in a way that is both
invariant to affine transform (allowing compa... | [
1,
0,
0,
1,
0,
0
] |
Title: Discrete Choice and Rational Inattention: a General Equivalence Result,
Abstract: This paper establishes a general equivalence between discrete choice and
rational inattention models. Matejka and McKay (2015, AER) showed that when
information costs are modelled using the Shannon entropy function, the
resulting c... | [
0,
0,
0,
1,
0,
0
] |
Title: A Hardy inequality for ultraspherical expansions with an application to the sphere,
Abstract: We prove a Hardy inequality for ultraspherical expansions by using a proper
ground state representation. From this result we deduce some uncertainty
principles for this kind of expansions. Our result also implies a Hard... | [
0,
0,
1,
0,
0,
0
] |
Title: Structured Variational Learning of Bayesian Neural Networks with Horseshoe Priors,
Abstract: Bayesian Neural Networks (BNNs) have recently received increasing attention
for their ability to provide well-calibrated posterior uncertainties. However,
model selection---even choosing the number of nodes---remains an ... | [
0,
0,
0,
1,
0,
0
] |
Title: Efficient Reinforcement Learning via Initial Pure Exploration,
Abstract: In several realistic situations, an interactive learning agent can practice
and refine its strategy before going on to be evaluated. For instance, consider
a student preparing for a series of tests. She would typically take a few
practice t... | [
1,
0,
0,
1,
0,
0
] |
Title: Stochastic Evolution of Augmented Born--Infeld Equations,
Abstract: This paper compares the results of applying a recently developed method of
stochastic uncertainty quantification designed for fluid dynamics to the
Born-Infeld model of nonlinear electromagnetism. The similarities in the
results are striking. Na... | [
0,
1,
1,
0,
0,
0
] |
Title: T-matrix evaluation of acoustic radiation forces on nonspherical objects in Bessel beams,
Abstract: Acoustical radiation force (ARF) induced by a single Bessel beam with
arbitrary order and location on a nonspherical shape is studied with the
emphasis on the physical mechanism and parameter conditions of negativ... | [
0,
1,
0,
0,
0,
0
] |
Title: On the commutative center of Moufang loops,
Abstract: We construct two infinite series of Moufang loops of exponent $3$ whose
commutative center (i.e. the set of elements that commute with all elements of
the loop) is not a normal subloop. In particular, we obtain examples of such
loops of orders $3^8$ and $3^{1... | [
0,
0,
1,
0,
0,
0
] |
Title: The Kontsevich tetrahedral flow in 2D: a toy model,
Abstract: In the paper "Formality conjecture" (1996) Kontsevich designed a universal
flow $\dot{\mathcal{P}}=\mathcal{Q}_{a:b}(\mathcal{P})=a\Gamma_{1}+b\Gamma_{2}$
on the spaces of Poisson structures $\mathcal{P}$ on all affine manifolds of
dimension $n \geqsl... | [
0,
0,
1,
0,
0,
0
] |
Title: Twin Learning for Similarity and Clustering: A Unified Kernel Approach,
Abstract: Many similarity-based clustering methods work in two separate steps including
similarity matrix computation and subsequent spectral clustering. However,
similarity measurement is challenging because it is usually impacted by many
f... | [
1,
0,
0,
1,
0,
0
] |
Title: Big Data Analysis Using Shrinkage Strategies,
Abstract: In this paper, we apply shrinkage strategies to estimate regression
coefficients efficiently for the high-dimensional multiple regression model,
where the number of samples is smaller than the number of predictors. We assume
in the sparse linear model some ... | [
0,
0,
0,
1,
0,
0
] |
Title: Interpreter fr topologists,
Abstract: Let M be a transitive model of set theory. There is a canonical
interpretation functor between the category of regular Hausdorff, continuous
open images of Cech-complete spaces of M and the same category in V, preserving
many concepts of topology, functional analysis, and dy... | [
0,
0,
1,
0,
0,
0
] |
Title: Parallel-Data-Free Voice Conversion Using Cycle-Consistent Adversarial Networks,
Abstract: We propose a parallel-data-free voice-conversion (VC) method that can learn a
mapping from source to target speech without relying on parallel data. The
proposed method is general purpose, high quality, and parallel-data f... | [
1,
0,
0,
1,
0,
0
] |
Title: Cross-validation in high-dimensional spaces: a lifeline for least-squares models and multi-class LDA,
Abstract: Least-squares models such as linear regression and Linear Discriminant
Analysis (LDA) are amongst the most popular statistical learning techniques.
However, since their computation time increases cubic... | [
0,
0,
0,
1,
0,
0
] |
Title: A new, large-scale map of interstellar reddening derived from HI emission,
Abstract: We present a new map of interstellar reddening, covering the 39\% of the sky
with low {\rm HI} column densities ($N_{\rm HI} < 4\times10^{20}\,\rm cm^{-2}$
or $E(B-V)\approx 45\rm\, mmag$) at $16\overset{'}{.}1$ resolution, base... | [
0,
1,
0,
0,
0,
0
] |
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