text stringlengths 57 2.88k | labels listlengths 6 6 |
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Title: Natural Extension of Hartree-Fock through extremal $1$-fermion information: Overview and application to the lithium atom,
Abstract: Fermionic natural occupation numbers do not only obey Pauli's exclusion
principle but are even stronger restricted by so-called generalized Pauli
constraints. Whenever given natural... | [
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] |
Title: Homotopy Parametric Simplex Method for Sparse Learning,
Abstract: High dimensional sparse learning has imposed a great computational challenge
to large scale data analysis. In this paper, we are interested in a broad class
of sparse learning approaches formulated as linear programs parametrized by a
{\em regular... | [
1,
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1,
1,
0,
0
] |
Title: Fractional Operators with Inhomogeneous Boundary Conditions: Analysis, Control, and Discretization,
Abstract: In this paper we introduce new characterizations of spectral fractional
Laplacian to incorporate nonhomogeneous Dirichlet and Neumann boundary
conditions. The classical cases with homogeneous boundary co... | [
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1,
0,
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] |
Title: An alternative definition of cobordism map of ECH,
Abstract: In this article, we reformulate the cobordism map of embedded contact
homology, which is induced by exact symplectic cobordism and defined as direct
limit of homomorphisms called filtered ECH cobordism map. The filtered ECH
cobordism map is defined by ... | [
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1,
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] |
Title: Healthy imperfect dark matter from effective theory of mimetic cosmological perturbations,
Abstract: We study the stability of a recently proposed model of scalar-field matter
called mimetic dark matter or imperfect dark matter. It has been known that
mimetic matter with higher derivative terms suffers from grad... | [
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1,
0,
0,
0,
0
] |
Title: Disorder-protected topological entropy after a quantum quench,
Abstract: Topological phases of matter are considered the bedrock of novel quantum
materials as well as ideal candidates for quantum computers that possess
robustness at the physical level. The robustness of the topological phase at
finite temperatur... | [
0,
1,
0,
0,
0,
0
] |
Title: The evolution of gravitons in accelerating cosmologies: the case of extended gravity,
Abstract: We discuss the production and evolution of cosmological gravitons showing how
the cosmological background affects their dynamics. Besides, the detection of
cosmological gravitons could constitute an extremely importan... | [
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1,
0,
0,
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0
] |
Title: CO2 packing polymorphism under confinement in cylindrical nanopores,
Abstract: We investigate the effect of cylindrical nano-confinement on the phase
behaviour of a rigid model of carbon dioxide using both molecular dynamics and
well tempered metadynamics. To this aim we study a simplified pore model across
a pa... | [
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1,
0,
0,
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] |
Title: CLIC: Curriculum Learning and Imitation for feature Control in non-rewarding environments,
Abstract: In this paper, we propose an unsupervised reinforcement learning agent called
CLIC for Curriculum Learning and Imitation for Control. This agent learns to
control features in its environment without external rewa... | [
1,
0,
0,
1,
0,
0
] |
Title: On the structure of continua with finite length and Golab's semicontinuity theorem,
Abstract: The main results in this note concern the characterization of the length of
continua 1 (Theorems 2.5) and the parametrization of continua with finite
length (Theorem 4.4). Using these results we give two independent and... | [
0,
0,
1,
0,
0,
0
] |
Title: Identifying combinatorially symmetric Hidden Markov Models,
Abstract: We provide a sufficient criterion for the unique parameter identification of
combinatorially symmetric Hidden Markov Models based on the structure of their
transition matrix. If the observed states of the chain form a zero forcing set
of the g... | [
0,
0,
1,
1,
0,
0
] |
Title: Systems of small linear forms and Diophantine approximation on manifolds,
Abstract: We develop the theory of Diophantine approximation for systems of
simultaneously small linear forms, which coefficients are drawn from any given
analytic non-degenerate manifolds. This setup originates from a problem of
Sprindžuk... | [
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] |
Title: Generalized Zero-Shot Learning via Synthesized Examples,
Abstract: We present a generative framework for generalized zero-shot learning where
the training and test classes are not necessarily disjoint. Built upon a
variational autoencoder based architecture, consisting of a probabilistic
encoder and a probabilis... | [
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0,
1,
0,
0
] |
Title: Dependence and dependence structures: estimation and visualization using distance multivariance,
Abstract: Distance multivariance is a multivariate dependence measure, which can detect
dependencies between an arbitrary number of random vectors each of which can
have a distinct dimension. Here we discuss several ... | [
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1,
1,
0,
0
] |
Title: Hybrid simulation scheme for volatility modulated moving average fields,
Abstract: We develop a simulation scheme for a class of spatial stochastic processes
called volatility modulated moving averages. A characteristic feature of this
model is that the behaviour of the moving average kernel at zero governs the
... | [
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0,
0,
1,
0,
0
] |
Title: Thermodynamic dislocation theory for non-uniform plastic deformations,
Abstract: The present paper extends the thermodynamic dislocation theory developed by
Langer, Bouchbinder, and Lookmann to non-uniform plastic deformations. The free
energy density as well as the positive definite dissipation function are
pro... | [
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1,
0,
0,
0,
0
] |
Title: Integrated Fabry-Perot cavities as a mechanism for enhancing micro-ring resonator performance,
Abstract: We propose and experimentally demonstrate the enhancement in the filtering
quality (Q) factor of an integrated micro-ring resonator (MRR) by embedding it
in an integrated Fabry-Perot (FP) cavity formed by cas... | [
0,
1,
0,
0,
0,
0
] |
Title: Dark matter spin determination with directional direct detection experiments,
Abstract: If the dark matter particle has spin 0, only two types of WIMP-nucleon
interaction can arise from the non-relativistic reduction of renormalisable
single-mediator models for dark matter-quark interactions. Based on this
cruci... | [
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1,
0,
0,
0,
0
] |
Title: Layers and Matroids for the Traveling Salesman's Paths,
Abstract: Gottschalk and Vygen proved that every solution of the subtour elimination
linear program for traveling salesman paths is a convex combination of more and
more restrictive "generalized Gao-trees". We give a short proof of this fact,
as a layered c... | [
1,
0,
0,
0,
0,
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] |
Title: Understanding and Comparing Deep Neural Networks for Age and Gender Classification,
Abstract: Recently, deep neural networks have demonstrated excellent performances in
recognizing the age and gender on human face images. However, these models were
applied in a black-box manner with no information provided about... | [
1,
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1,
0,
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] |
Title: Variational discretization of a control-constrained parabolic bang-bang optimal control problem,
Abstract: We consider a control-constrained parabolic optimal control problem without
Tikhonov term in the tracking functional. For the numerical treatment, we use
variational discretization of its Tikhonov regulariz... | [
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1,
0,
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0
] |
Title: Uncertainty quantification in graph-based classification of high dimensional data,
Abstract: Classification of high dimensional data finds wide-ranging applications. In
many of these applications equipping the resulting classification with a
measure of uncertainty may be as important as the classification itself... | [
1,
0,
0,
1,
0,
0
] |
Title: Defect-induced large spin-orbit splitting in the monolayer of PtSe$_2$,
Abstract: The effect of spin-orbit coupling (SOC) on the electronic properties of
monolayer (ML) PtSe$_2$ is dictated by the presence of the crystal inversion
symmetry to exhibit spin polarized band without characteristic of spin
splitting. ... | [
0,
1,
0,
0,
0,
0
] |
Title: Clusters of Integers with Equal Total Stopping Times in the 3x + 1 Problem,
Abstract: The clustering of integers with equal total stopping times has long been
observed in the 3x + 1 Problem, and a number of elementary results about it
have been used repeatedly in the literature. In this paper we introduce a
simp... | [
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1,
0,
0,
0
] |
Title: Modelling the Milky Way's globular cluster system,
Abstract: We construct a model for the Galactic globular cluster system based on a
realistic gravitational potential and a distribution function (DF) analytic in
the action integrals. The DF comprises disc and halo components whose
functional forms resemble thos... | [
0,
1,
0,
0,
0,
0
] |
Title: Diversity-aware Multi-Video Summarization,
Abstract: Most video summarization approaches have focused on extracting a summary from
a single video; we propose an unsupervised framework for summarizing a
collection of videos. We observe that each video in the collection may contain
some information that other vide... | [
1,
0,
0,
0,
0,
0
] |
Title: Derivation relations and duality for the sum of multiple zeta values,
Abstract: We show that the duality relation for the sum of multiple zeta values with
fixed weight, depth and $k_1$ is deduced from the derivation relations, which
was first conjectured by N. Kawasaki and T. Tanaka. | [
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] |
Title: Machine learning techniques to select Be star candidates. An application in the OGLE-IV Gaia south ecliptic pole field,
Abstract: Statistical pattern recognition methods have provided competitive solutions
for variable star classification at a relatively low computational cost. In
order to perform supervised cla... | [
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1,
0,
0,
0,
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] |
Title: Infinite-Dimensionality in Quantum Foundations: W*-algebras as Presheaves over Matrix Algebras,
Abstract: In this paper, W*-algebras are presented as canonical colimits of diagrams of
matrix algebras and completely positive maps. In other words, matrix algebras
are dense in W*-algebras. | [
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] |
Title: MSE estimates for multitaper spectral estimation and off-grid compressive sensing,
Abstract: We obtain estimates for the Mean Squared Error (MSE) for the multitaper
spectral estimator and certain compressive acquisition methods for multi-band
signals. We confirm a fact discovered by Thomson [Spectrum estimation ... | [
1,
0,
1,
1,
0,
0
] |
Title: Communication-Free Parallel Supervised Topic Models,
Abstract: Embarrassingly (communication-free) parallel Markov chain Monte Carlo (MCMC)
methods are commonly used in learning graphical models. However, MCMC cannot be
directly applied in learning topic models because of the quasi-ergodicity
problem caused by m... | [
1,
0,
0,
1,
0,
0
] |
Title: On the Performance of Millimeter Wave-based RF-FSO Multi-hop and Mesh Networks,
Abstract: This paper studies the performance of multi-hop and mesh networks composed of
millimeter wave (MMW)-based radio frequency (RF) and free-space optical (FSO)
links. The results are obtained in cases with and without hybrid au... | [
1,
0,
0,
0,
0,
0
] |
Title: Pi Visits Manhattan,
Abstract: Is it possible to draw a circle in Manhattan, using only its discrete network
of streets and boulevards? In this study, we will explore the construction and
properties of circular paths on an integer lattice, a discrete space where the
distance between two points is not governed by... | [
0,
0,
1,
0,
0,
0
] |
Title: A Bernstein Inequality For Exponentially Growing Graphs,
Abstract: In this article we present a Bernstein inequality for sums of random
variables which are defined on a graphical network whose nodes grow at an
exponential rate. The inequality can be used to derive concentration
inequalities in highly-connected n... | [
0,
0,
1,
1,
0,
0
] |
Title: Monolithic InGaAs nanowire array lasers on silicon-on-insulator operating at room temperature,
Abstract: Chip-scale integrated light sources are a crucial component in a broad range
of photonics applications. III-V semiconductor nanowire emitters have gained
attention as a fascinating approach due to their super... | [
0,
1,
0,
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0,
0
] |
Title: DMFT study on the electron-hole asymmetry of the electron correlation strength in the high Tc cuprates,
Abstract: Recent experiments revealed a striking asymmetry in the phase diagram of the
high temperature cuprate superconductors. The correlation effect seems strong
in the hole-doped systems and weak in the el... | [
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1,
0,
0,
0,
0
] |
Title: On the Information Theoretic Distance Measures and Bidirectional Helmholtz Machines,
Abstract: By establishing a connection between bi-directional Helmholtz machines and
information theory, we propose a generalized Helmholtz machine. Theoretical and
experimental results show that given \textit{shallow} architect... | [
0,
0,
0,
1,
0,
0
] |
Title: KMS states on the C*-algebras of Fell bundles over groupoids,
Abstract: We consider fiberwise singly generated Fell-bundles over etale groupoids.
Given a continuous real-valued 1-cocycle on the groupoid, there is a natural
dynamics on the cross-sectional algebra of the Fell bundle. We study the
Kubo-Martin-Schwi... | [
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0,
1,
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0
] |
Title: Breaking the 3/2 barrier for unit distances in three dimensions,
Abstract: We prove that every set of $n$ points in $\mathbb{R}^3$ spans
$O(n^{295/197+\epsilon})$ unit distances. This is an improvement over the
previous bound of $O(n^{3/2})$. A key ingredient in the proof is a new result
for cutting circles in $... | [
1,
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1,
0,
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0
] |
Title: Periodic orbits of planets in binary systems,
Abstract: Periodic solutions of the three body problem are very important for
understanding its dynamics either in a theoretical framework or in various
applications in celestial mechanics. In this paper we discuss the computation
and continuation of periodic orbits ... | [
0,
1,
0,
0,
0,
0
] |
Title: Review of image quality measures for solar imaging,
Abstract: The observations of solar photosphere from the ground encounter significant
problems due to the presence of Earth's turbulent atmosphere. Prior to applying
image reconstruction techniques, the frames obtained in most favorable
atmospheric conditions (... | [
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1,
0,
0,
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0
] |
Title: Joint Maximum Likelihood Estimation for High-dimensional Exploratory Item Response Analysis,
Abstract: Multidimensional item response theory is widely used in education and
psychology for measuring multiple latent traits. However, exploratory analysis
of large-scale item response data with many items, respondent... | [
0,
0,
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1,
0,
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] |
Title: Judicious Judgment Meets Unsettling Updating: Dilation, Sure Loss, and Simpson's Paradox,
Abstract: Statistical learning using imprecise probabilities is gaining more attention
because it presents an alternative strategy for reducing irreplicable findings
by freeing the user from the task of making up unwarrante... | [
0,
0,
1,
1,
0,
0
] |
Title: Planar segment processes with reference mark distributions, modeling and estimation,
Abstract: The paper deals with planar segment processes given by a density with respect
to the Poisson process. Parametric models involve reference distributions of
directions and/or lengths of segments. These distributions gene... | [
0,
0,
1,
1,
0,
0
] |
Title: A Note on Bayesian Model Selection for Discrete Data Using Proper Scoring Rules,
Abstract: We consider the problem of choosing between parametric models for a discrete
observable, taking a Bayesian approach in which the within-model prior
distributions are allowed to be improper. In order to avoid the ambiguity ... | [
0,
0,
1,
1,
0,
0
] |
Title: Quantum criticality in many-body parafermion chains,
Abstract: We construct local generalizations of 3-state Potts models with exotic
critical points. We analytically show that these are described by non-diagonal
modular invariant partition functions of products of $Z_3$ parafermion or
$u(1)_6$ conformal field t... | [
0,
1,
0,
0,
0,
0
] |
Title: Simulation-based reachability analysis for nonlinear systems using componentwise contraction properties,
Abstract: A shortcoming of existing reachability approaches for nonlinear systems is
the poor scalability with the number of continuous state variables. To mitigate
this problem we present a simulation-based ... | [
1,
0,
0,
0,
0,
0
] |
Title: User Donations in a Crowdsourced Video System,
Abstract: Crowdsourced video systems like YouTube and Twitch.tv have been a major
internet phenomenon and are nowadays entertaining over a billion users. In
addition to video sharing and viewing, over the years they have developed new
features to boost the community... | [
1,
0,
0,
0,
0,
0
] |
Title: Dynein catch bond as a mediator of codependent bidirectional cellular transport,
Abstract: Intracellular bidirectional transport of cargo on Microtubule filaments is
achieved by the collective action of oppositely directed dynein and kinesin
motors. Experimental investigations probing the nature of bidirectional... | [
0,
0,
0,
0,
1,
0
] |
Title: Limiting Laws for Divergent Spiked Eigenvalues and Largest Non-spiked Eigenvalue of Sample Covariance Matrices,
Abstract: We study the asymptotic distributions of the spiked eigenvalues and the
largest nonspiked eigenvalue of the sample covariance matrix under a general
covariance matrix model with divergent spi... | [
0,
0,
1,
1,
0,
0
] |
Title: Nonparametric Poisson regression from independent and weakly dependent observations by model selection,
Abstract: We consider the non-parametric Poisson regression problem where the integer
valued response $Y$ is the realization of a Poisson random variable with
parameter $\lambda(X)$. The aim is to estimate the... | [
0,
0,
1,
1,
0,
0
] |
Title: Ontology-Aware Token Embeddings for Prepositional Phrase Attachment,
Abstract: Type-level word embeddings use the same set of parameters to represent all
instances of a word regardless of its context, ignoring the inherent lexical
ambiguity in language. Instead, we embed semantic concepts (or synsets) as
defined... | [
1,
0,
0,
0,
0,
0
] |
Title: Bayesian Detection of Abnormal ADS in Mutant Caenorhabditis elegans Embryos,
Abstract: Cell division timing is critical for cell fate specification and
morphogenesis during embryogenesis. How division timings are regulated among
cells during development is poorly understood. Here we focus on the comparison
of as... | [
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0,
0,
1,
1,
0
] |
Title: Towards a constraint solver for proving confluence with invariant and equivalence of realistic CHR programs,
Abstract: Confluence of a nondeterministic program ensures a functional input-output
relation, freeing the programmer from considering the actual scheduling
strategy, and allowing optimized and perhaps pa... | [
1,
0,
0,
0,
0,
0
] |
Title: cGANs with Projection Discriminator,
Abstract: We propose a novel, projection based way to incorporate the conditional
information into the discriminator of GANs that respects the role of the
conditional information in the underlining probabilistic model. This approach
is in contrast with most frameworks of cond... | [
0,
0,
0,
1,
0,
0
] |
Title: The QLBS Q-Learner Goes NuQLear: Fitted Q Iteration, Inverse RL, and Option Portfolios,
Abstract: The QLBS model is a discrete-time option hedging and pricing model that is
based on Dynamic Programming (DP) and Reinforcement Learning (RL). It combines
the famous Q-Learning method for RL with the Black-Scholes (-... | [
0,
0,
0,
0,
0,
1
] |
Title: InclusiveFaceNet: Improving Face Attribute Detection with Race and Gender Diversity,
Abstract: We demonstrate an approach to face attribute detection that retains or
improves attribute detection accuracy across gender and race subgroups by
learning demographic information prior to learning the attribute detectio... | [
1,
0,
0,
0,
0,
0
] |
Title: Reputation is required for cooperation to emerge in dynamic networks,
Abstract: Melamed, Harrell, and Simpson have recently reported on an experiment which
appears to show that cooperation can arise in a dynamic network without
reputational knowledge, i.e., purely via dynamics [1]. We believe that their
experime... | [
1,
0,
0,
0,
0,
0
] |
Title: Active Anomaly Detection via Ensembles,
Abstract: In critical applications of anomaly detection including computer security and
fraud prevention, the anomaly detector must be configurable by the analyst to
minimize the effort on false positives. One important way to configure the
anomaly detector is by providing... | [
0,
0,
0,
1,
0,
0
] |
Title: Effect of Decreasing Cobalt Content on the Electrochemical Properties and Structural Stability of Li_(1-x)Ni_(y)Co_(z)Al_(0.05)O_(2) Type Cathode Materials,
Abstract: In Lithium ion batteries (LIBs), proper design of cathode materials
influences its intercalation behavior, overall cost, structural stability, and... | [
0,
1,
0,
0,
0,
0
] |
Title: Dispersive estimates for massive Dirac operators in dimension two,
Abstract: We study the massive two dimensional Dirac operator with an electric
potential. In particular, we show that the $t^{-1}$ decay rate holds in the
$L^1\to L^\infty$ setting if the threshold energies are regular. We also show
these bounds ... | [
0,
0,
1,
0,
0,
0
] |
Title: A novel agent-based simulation framework for sensing in complex adaptive environments,
Abstract: In this paper we present a novel Formal Agent-Based Simulation framework
(FABS). FABS uses formal specification as a means of clear description of
wireless sensor networks (WSN) sensing a Complex Adaptive Environment... | [
1,
1,
0,
0,
0,
0
] |
Title: Transversal fluctuations of the ASEP, stochastic six vertex model, and Hall-Littlewood Gibbsian line ensembles,
Abstract: We consider the ASEP and the stochastic six vertex model started with step
initial data. After a long time, $T$, it is known that the one-point height
function fluctuations for these systems ... | [
0,
0,
1,
0,
0,
0
] |
Title: Instantons in self-organizing logic gates,
Abstract: Self-organizing logic is a recently-suggested framework that allows the
solution of Boolean truth tables "in reverse," i.e., it is able to satisfy the
logical proposition of gates regardless to which terminal(s) the truth value is
assigned ("terminal-agnostic ... | [
1,
0,
0,
0,
0,
0
] |
Title: Vision-and-Language Navigation: Interpreting visually-grounded navigation instructions in real environments,
Abstract: A robot that can carry out a natural-language instruction has been a dream
since before the Jetsons cartoon series imagined a life of leisure mediated by
a fleet of attentive robot helpers. It i... | [
1,
0,
0,
0,
0,
0
] |
Title: Dissecting spin-phonon equilibration in ferrimagnetic insulators by ultrafast lattice excitation,
Abstract: To gain control over magnetic order on ultrafast time scales, a fundamental
understanding of the way electron spins interact with the surrounding crystal
lattice is required. However, measurement and analy... | [
0,
1,
0,
0,
0,
0
] |
Title: Inferring health conditions from fMRI-graph data,
Abstract: Automated classification methods for disease diagnosis are currently in the
limelight, especially for imaging data. Classification does not fully meet a
clinician's needs, however: in order to combine the results of multiple tests
and decide on a course... | [
0,
0,
0,
1,
1,
0
] |
Title: Rich-clubness test: how to determine whether a complex network has or doesn't have a rich-club?,
Abstract: The rich-club concept has been introduced in order to characterize the
presence of a cohort of nodes with a large number of links (rich nodes) that
tend to be well connected between each other, creating a t... | [
1,
1,
0,
0,
0,
0
] |
Title: Structured Variational Inference for Coupled Gaussian Processes,
Abstract: Sparse variational approximations allow for principled and scalable inference
in Gaussian Process (GP) models. In settings where several GPs are part of the
generative model, theses GPs are a posteriori coupled. For many applications
such... | [
1,
0,
0,
1,
0,
0
] |
Title: Imaging anyons with scanning tunneling microscopy,
Abstract: Anyons are exotic quasi-particles with fractional charge that can emerge as
fundamental excitations of strongly interacting topological quantum phases of
matter. Unlike ordinary fermions and bosons, they may obey non-abelian
statistics--a property that... | [
0,
1,
0,
0,
0,
0
] |
Title: Proof of Correspondence between Keys and Encoding Maps in an Authentication Code,
Abstract: In a former paper the authors introduced two new systematic authentication
codes based on the Gray map over a Galois ring. In this paper, it is proved the
one-to-one onto correspondence between keys and encoding maps for ... | [
1,
0,
1,
0,
0,
0
] |
Title: Following the density perturbations through a bounce with AdS/CFT Correspondence,
Abstract: A bounce universe model, known as the coupled-scalar-tachyon bounce (CSTB)
universe, has been shown to solve the Horizon, Flatness and Homogeneity
problems as well as the Big Bang Singularity problem. Furthermore a scale
... | [
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0,
0,
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] |
Title: Privacy in Information-Rich Intelligent Infrastructure,
Abstract: Intelligent infrastructure will critically rely on the dense instrumentation
of sensors and actuators that constantly transmit streaming data to cloud-based
analytics for real-time monitoring. For example, driverless cars communicate
real-time loc... | [
1,
0,
0,
0,
0,
0
] |
Title: Towards equation of state for a market: A thermodynamical paradigm of economics,
Abstract: Foundations of equilibrium thermodynamics are the equation of state (EoS) and
four postulated laws of thermodynamics. We use equilibrium thermodynamics
paradigms in constructing the EoS for microeconomics system that is a ... | [
0,
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0,
0,
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1
] |
Title: On the sub-Gaussianity of the Beta and Dirichlet distributions,
Abstract: We obtain the optimal proxy variance for the sub-Gaussianity of Beta
distribution, thus proving upper bounds recently conjectured by Elder (2016).
We provide different proof techniques for the symmetrical (around its mean)
case and the non... | [
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1,
1,
0,
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] |
Title: Chaos in three coupled rotators: From Anosov dynamics to hyperbolic attractors,
Abstract: Starting from Anosov chaotic dynamics of geodesic flow on a surface of
negative curvature, we develop and consider a number of self-oscillatory
systems including those with hinged mechanical coupling of three rotators and a... | [
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0,
0
] |
Title: A novel analytical method for analysis of electromagnetic scattering from inhomogeneous spherical structures using duality principles,
Abstract: In this article, a novel analytical approach is presented for the analysis of
electromagnetic (EM) scattering from radially inhomogeneous spherical
structures (RISSs) b... | [
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0,
0,
0
] |
Title: Causal Inference with Two Versions of Treatment,
Abstract: Causal effects are commonly defined as comparisons of the potential outcomes
under treatment and control, but this definition is threatened by the
possibility that the treatment or control condition is not well-defined,
existing instead in more than one ... | [
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1,
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0
] |
Title: Characterization of Multi-scale Invariant Random Fields,
Abstract: Applying certain flexible geometric sampling of a multi-scale invariant (MSI)
field we provide a multi-dimensional multi-selfsimilar field which has a one to
one correspondence with such sampled MSI field. This sampling enables us to
characterize... | [
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1,
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0
] |
Title: Interpretable 3D Human Action Analysis with Temporal Convolutional Networks,
Abstract: The discriminative power of modern deep learning models for 3D human action
recognition is growing ever so potent. In conjunction with the recent
resurgence of 3D human action representation with 3D skeletons, the quality and
... | [
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0
] |
Title: Efficient Algorithms for t-distributed Stochastic Neighborhood Embedding,
Abstract: t-distributed Stochastic Neighborhood Embedding (t-SNE) is a method for
dimensionality reduction and visualization that has become widely popular in
recent years. Efficient implementations of t-SNE are available, but they scale
p... | [
1,
0,
0,
1,
0,
0
] |
Title: An arithmetic site of Connes-Consani type for imaginary quadratic fields with class number 1,
Abstract: We construct, for imaginary quadratic number fields with class number 1, an
arithmetic site of Connes-Consani type. The main difficulty here is that the
constructions of Connes and Consani and part of their re... | [
0,
0,
1,
0,
0,
0
] |
Title: Linear Matrix Inequalities for Physically-Consistent Inertial Parameter Identification: A Statistical Perspective on the Mass Distribution,
Abstract: With the increased application of model-based whole-body control in legged
robots, there has been a resurgence of research interest into methods for
accurate syste... | [
1,
0,
0,
0,
0,
0
] |
Title: Simultaneous Block-Sparse Signal Recovery Using Pattern-Coupled Sparse Bayesian Learning,
Abstract: In this paper, we consider the block-sparse signals recovery problem in the
context of multiple measurement vectors (MMV) with common row sparsity
patterns. We develop a new method for recovery of common row spars... | [
1,
0,
0,
1,
0,
0
] |
Title: A temperate rocky super-Earth transiting a nearby cool star,
Abstract: M dwarf stars, which have masses less than 60 per cent that of the Sun, make
up 75 per cent of the population of the stars in the Galaxy [1]. The
atmospheres of orbiting Earth-sized planets are observationally accessible via
transmission spec... | [
0,
1,
0,
0,
0,
0
] |
Title: Boundary driven Brownian gas,
Abstract: We consider a gas of independent Brownian particles on a bounded interval in
contact with two particle reservoirs at the endpoints. Due to the Brownian
nature of the particles, infinitely many particles enter and leave the system
in each time interval. Nonetheless, the dyn... | [
0,
0,
1,
0,
0,
0
] |
Title: Fully Resolved Numerical Simulations of Fused Deposition Modeling. Part II-Solidification, Residual Stresses, and Modeling of the Nozzle,
Abstract: Purpose - This paper continues the development of a comprehensive methodology
for fully resolved numerical simulations of fusion deposition modeling.
Design/methodol... | [
0,
1,
0,
0,
0,
0
] |
Title: High Dimensional Cluster Analysis Using Path Lengths,
Abstract: A hierarchical scheme for clustering data is presented which applies to
spaces with a high number of dimension ($N_{_{D}}>3$). The data set is first
reduced to a smaller set of partitions (multi-dimensional bins). Multiple
clustering techniques are ... | [
1,
0,
0,
0,
0,
0
] |
Title: Forecasting elections using compartmental models of infections,
Abstract: To forecast political elections, popular pollsters gather polls and combine
information from them with fundamental data such as historical trends, the
national economy, and incumbency. This process is complicated, and it includes
many subj... | [
1,
0,
0,
0,
0,
0
] |
Title: Online Learning Without Prior Information,
Abstract: The vast majority of optimization and online learning algorithms today
require some prior information about the data (often in the form of bounds on
gradients or on the optimal parameter value). When this information is not
available, these algorithms require ... | [
1,
0,
0,
1,
0,
0
] |
Title: Sparse Identification for Nonlinear Optical Communication Systems: SINO Method,
Abstract: We introduce low complexity machine learning based approach for mitigating
nonlinear impairments in optical fiber communications systems. The immense
intricacy of the problem calls for the development of "smart" methodology... | [
0,
1,
0,
0,
0,
0
] |
Title: Serial Correlations in Single-Subject fMRI with Sub-Second TR,
Abstract: When performing statistical analysis of single-subject fMRI data, serial
correlations need to be taken into account to allow for valid inference.
Otherwise, the variability in the parameter estimates might be under-estimated
resulting in in... | [
0,
0,
0,
1,
0,
0
] |
Title: Randomization-based Inference for Bernoulli-Trial Experiments and Implications for Observational Studies,
Abstract: We present a randomization-based inferential framework for experiments
characterized by a strongly ignorable assignment mechanism where units have
independent probabilities of receiving treatment. ... | [
0,
0,
0,
1,
0,
0
] |
Title: Cloaking using complementary media for electromagnetic waves,
Abstract: Negative index materials are artificial structures whose refractive index has
negative value over some frequency range. The study of these materials has
attracted a lot of attention in the scientific community not only because of
their many ... | [
0,
0,
1,
0,
0,
0
] |
Title: Deterministic parallel analysis: An improved method for selecting the number of factors and principal components,
Abstract: Factor analysis and principal component analysis (PCA) are used in many
application areas. The first step, choosing the number of components, remains a
serious challenge. Our work proposes ... | [
0,
0,
0,
1,
0,
0
] |
Title: Laplacian Spectrum of non-commuting graphs of finite groups,
Abstract: In this paper, we compute the Laplacian spectrum of non-commuting graphs of
some classes of finite non-abelian groups. Our computations reveal that the
non-commuting graphs of all the groups considered in this paper are L-integral.
We also ob... | [
0,
0,
1,
0,
0,
0
] |
Title: Application of Coulomb energy density functional for atomic nuclei: Case studies of local density approximation and generalized gradient approximation,
Abstract: We test the Coulomb exchange and correlation energy density functionals of
electron systems for atomic nuclei in the local density approximation (LDA) ... | [
0,
1,
0,
0,
0,
0
] |
Title: Transient frequency control with regional cooperation for power networks,
Abstract: This paper proposes a centralized and a distributed sub-optimal control
strategy to maintain in safe regions the real-time transient frequencies of a
given collection of buses, and simultaneously preserve asymptotic stability of
... | [
1,
0,
0,
0,
0,
0
] |
Title: Unsupervised prototype learning in an associative-memory network,
Abstract: Unsupervised learning in a generalized Hopfield associative-memory network is
investigated in this work. First, we prove that the (generalized) Hopfield
model is equivalent to a semi-restricted Boltzmann machine with a layer of
visible n... | [
1,
1,
0,
0,
0,
0
] |
Title: One-Step Fabrication of pH-Responsive Membranes and Microcapsules through Interfacial H-Bond Polymer Complexation,
Abstract: Biocompatible microencapsulation is of widespread interest for the targeted
delivery of active species in fields such as pharmaceuticals, cosmetics and
agro-chemistry. Capsules obtained by... | [
0,
1,
0,
0,
0,
0
] |
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