text stringlengths 57 2.88k | labels listlengths 6 6 |
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Title: Self-Supervised Vision-Based Detection of the Active Speaker as a Prerequisite for Socially-Aware Language Acquisition,
Abstract: This paper presents a self-supervised method for detecting the active speaker
in a multi-person spoken interaction scenario. We argue that this capability is
a fundamental prerequisit... | [
1,
0,
0,
1,
0,
0
] |
Title: Monocular Imaging-based Autonomous Tracking for Low-cost Quad-rotor Design - TraQuad,
Abstract: TraQuad is an autonomous tracking quadcopter capable of tracking any moving
(or static) object like cars, humans, other drones or any other object
on-the-go. This article describes the applications and advantages of T... | [
1,
0,
0,
0,
0,
0
] |
Title: Persistence Diagrams with Linear Machine Learning Models,
Abstract: Persistence diagrams have been widely recognized as a compact descriptor for
characterizing multiscale topological features in data. When many datasets are
available, statistical features embedded in those persistence diagrams can be
extracted b... | [
1,
0,
1,
0,
0,
0
] |
Title: Characterizing the number of coloured $m$-ary partitions modulo $m$, with and without gaps,
Abstract: In a pair of recent papers, Andrews, Fraenkel and Sellers provide a complete
characterization for the number of $m$-ary partitions modulo $m$, with and
without gaps. In this paper we extend these results to the ... | [
0,
0,
1,
0,
0,
0
] |
Title: Towards Approximate Mobile Computing,
Abstract: Mobile computing is one of the main drivers of innovation, yet the future
growth of mobile computing capabilities remains critically threatened by
hardware constraints, such as the already extremely dense transistor packing
and limited battery capacity. The breakdo... | [
1,
0,
0,
0,
0,
0
] |
Title: Room-temperature high detectivity mid-infrared photodetectors based on black arsenic phosphorus,
Abstract: The mid-infrared (MIR) spectral range, pertaining to important applications
such as molecular 'fingerprint' imaging, remote sensing, free space
telecommunication and optical radar, is of particular scientif... | [
0,
1,
0,
0,
0,
0
] |
Title: Topology determines force distributions in one-dimensional random spring networks,
Abstract: Networks of elastic fibers are ubiquitous in biological systems and often
provide mechanical stability to cells and tissues. Fiber reinforced materials
are also common in technology. An important characteristic of such m... | [
0,
1,
0,
0,
0,
0
] |
Title: On a local invariant of elliptic curves with a p-isogeny,
Abstract: An elliptic curve $E$ defined over a $p$-adic field $K$ with a $p$-isogeny
$\phi:E\rightarrow E^\prime$ comes equipped with an invariant $\alpha_{\phi/K}$
that measures the valuation of the leading term of the formal group
homomorphism $\Phi:\ha... | [
0,
0,
1,
0,
0,
0
] |
Title: IIFA: Modular Inter-app Intent Information Flow Analysis of Android Applications,
Abstract: Android apps cooperate through message passing via intents. However, when
apps do not have identical sets of privileges inter-app communication (IAC) can
accidentally or maliciously be misused, e.g., to leak sensitive inf... | [
1,
0,
0,
0,
0,
0
] |
Title: Glass+Skin: An Empirical Evaluation of the Added Value of Finger Identification to Basic Single-Touch Interaction on Touch Screens,
Abstract: The usability of small devices such as smartphones or interactive watches is
often hampered by the limited size of command vocabularies. This paper is an
attempt at better... | [
1,
0,
0,
0,
0,
0
] |
Title: The Morphospace of Consciousness,
Abstract: We construct a complexity-based morphospace to study systems-level properties
of conscious & intelligent systems. The axes of this space label 3 complexity
types: autonomous, cognitive & social. Given recent proposals to synthesize
consciousness, a generic complexity-b... | [
1,
1,
0,
0,
0,
0
] |
Title: Transverse Magnetic Susceptibility of a Frustrated Spin-$\frac{1}{2}$ $J_{1}$--$J_{2}$--$J_{1}^{\perp}$ Heisenberg Antiferromagnet on a Bilayer Honeycomb Lattice,
Abstract: We use the coupled cluster method (CCM) to study a frustrated
spin-$\frac{1}{2}$ $J_{1}$--$J_{2}$--$J_{1}^{\perp}$ Heisenberg antiferromagne... | [
0,
1,
0,
0,
0,
0
] |
Title: Minimum polyhedron with $n$ vertices,
Abstract: We study a polyhedron with $n$ vertices of fixed volume having minimum
surface area. Completing the proof of Toth, we show that all faces of a minimum
polyhedron are triangles, and further prove that a minimum polyhedron does not
allow deformation of a single verte... | [
0,
0,
1,
0,
0,
0
] |
Title: Theory of interacting fermions in shaken square optical lattice,
Abstract: We develop a theory of weakly interacting fermionic atoms in shaken optical
lattices based on the orbital mixing in the presence of time-periodic
modulations. Specifically, we focus on fermionic atoms in circularly shaken
square lattice w... | [
0,
1,
0,
0,
0,
0
] |
Title: Simple to Complex Cross-modal Learning to Rank,
Abstract: The heterogeneity-gap between different modalities brings a significant
challenge to multimedia information retrieval. Some studies formalize the
cross-modal retrieval tasks as a ranking problem and learn a shared multi-modal
embedding space to measure th... | [
1,
0,
0,
1,
0,
0
] |
Title: Iteration-complexity analysis of a generalized alternating direction method of multipliers,
Abstract: This paper analyzes the iteration-complexity of a generalized alternating
direction method of multipliers (G-ADMM) for solving linearly constrained
convex problems. This ADMM variant, which was first proposed by... | [
0,
0,
1,
0,
0,
0
] |
Title: A Game Theoretic Macroscopic Model of Bypassing at Traffic Diverges with Applications to Mixed Autonomy Networks,
Abstract: Vehicle bypassing is known to negatively affect delays at traffic diverges.
However, due to the complexities of this phenomenon, accurate and yet simple
models of such lane change maneuvers... | [
1,
0,
0,
0,
0,
0
] |
Title: Non-resonant secular dynamics of trans-Neptunian objects perturbed by a distant super-Earth,
Abstract: We use a secular model to describe the non-resonant dynamics of
trans-Neptunian objects in the presence of an external ten-earth-mass
perturber. The secular dynamics is analogous to an "eccentric Kozai mechanis... | [
0,
1,
0,
0,
0,
0
] |
Title: Stability Analysis for Switched Systems with Sequence-based Average Dwell Time,
Abstract: This note investigates the stability of both linear and nonlinear switched
systems with average dwell time. Two new analysis methods are proposed.
Different from existing approaches, the proposed methods take into account t... | [
1,
0,
0,
0,
0,
0
] |
Title: Interpreting and using CPDAGs with background knowledge,
Abstract: We develop terminology and methods for working with maximally oriented
partially directed acyclic graphs (maximal PDAGs). Maximal PDAGs arise from
imposing restrictions on a Markov equivalence class of directed acyclic graphs,
or equivalently on ... | [
0,
0,
1,
1,
0,
0
] |
Title: A cable-driven parallel manipulator with force sensing capabilities for high-accuracy tissue endomicroscopy,
Abstract: This paper introduces a new surgical end-effector probe, which allows to
accurately apply a contact force on a tissue, while at the same time allowing
for high resolution and highly repeatable p... | [
1,
0,
0,
0,
0,
0
] |
Title: Overfitting Mechanism and Avoidance in Deep Neural Networks,
Abstract: Assisted by the availability of data and high performance computing, deep
learning techniques have achieved breakthroughs and surpassed human performance
empirically in difficult tasks, including object recognition, speech
recognition, and na... | [
1,
0,
0,
1,
0,
0
] |
Title: What deep learning can tell us about higher cognitive functions like mindreading?,
Abstract: Can deep learning (DL) guide our understanding of computations happening in
biological brain? We will first briefly consider how DL has contributed to the
research on visual object recognition. In the main part we will a... | [
0,
0,
0,
0,
1,
0
] |
Title: Concentration of quantum states from quantum functional and transportation cost inequalities,
Abstract: Quantum functional inequalities (e.g. the logarithmic Sobolev- and Poincaré
inequalities) have found widespread application in the study of the behavior of
primitive quantum Markov semigroups. The classical co... | [
0,
0,
1,
0,
0,
0
] |
Title: Stochastic Training of Neural Networks via Successive Convex Approximations,
Abstract: This paper proposes a new family of algorithms for training neural networks
(NNs). These are based on recent developments in the field of non-convex
optimization, going under the general name of successive convex approximation... | [
1,
0,
0,
1,
0,
0
] |
Title: Best arm identification in multi-armed bandits with delayed feedback,
Abstract: We propose a generalization of the best arm identification problem in
stochastic multi-armed bandits (MAB) to the setting where every pull of an arm
is associated with delayed feedback. The delay in feedback increases the
effective s... | [
0,
0,
0,
1,
0,
0
] |
Title: General $(α, β)$ metrics with relatively isotroic mean Landsberg curvature,
Abstract: In this paper, we study a new class of Finsler metrics, F=\alpha\phi(b^2,s),
s:=\beta/\alpha, defined by a Riemannian metric \alpha and 1-form \beta. It is
called general (\alpha, \beta) metric. In this paper, we assume \phi be... | [
0,
0,
1,
0,
0,
0
] |
Title: Structured Optimal Transport,
Abstract: Optimal Transport has recently gained interest in machine learning for
applications ranging from domain adaptation, sentence similarities to deep
learning. Yet, its ability to capture frequently occurring structure beyond the
"ground metric" is limited. In this work, we de... | [
1,
0,
0,
1,
0,
0
] |
Title: Very metal-poor stars observed by the RAVE survey,
Abstract: We present a novel analysis of the metal-poor star sample in the complete
Radial Velocity Experiment (RAVE) Data Release 5 catalog with the goal of
identifying and characterizing all very metal-poor stars observed by the
survey. Using a three-stage met... | [
0,
1,
0,
0,
0,
0
] |
Title: Estimating causal effects of time-dependent exposures on a binary endpoint in a high-dimensional setting,
Abstract: Recently, the intervention calculus when the DAG is absent (IDA) method was
developed to estimate lower bounds of causal effects from observational
high-dimensional data. Originally it was introduc... | [
0,
0,
0,
1,
0,
0
] |
Title: A Note on Cyclotomic Integers,
Abstract: In this note, we present a new proof that the cyclotomic integers constitute
the full ring of integers in the cyclotomic field. | [
0,
0,
1,
0,
0,
0
] |
Title: Stochastic homogenization for functionals with anisotropic rescaling and non-coercive Hamilton-Jacobi equations,
Abstract: We study the stochastic homogenization for a Cauchy problem for a first-order
Hamilton-Jacobi equation whose operator is not coercive w.r.t. the gradient
variable. We look at Hamiltonians li... | [
0,
0,
1,
0,
0,
0
] |
Title: Automatic Software Repair: a Bibliography,
Abstract: This article presents a survey on automatic software repair. Automatic
software repair consists of automatically finding a solution to software bugs
without human intervention. This article considers all kinds of repairs. First,
it discusses behavioral repair ... | [
1,
0,
0,
0,
0,
0
] |
Title: The design and the performance of stratospheric mission in the search for the Schumann resonances,
Abstract: The technical details of a balloon stratospheric mission that is aimed at
measuring the Schumann resonances are described. The gondola is designed
specifically for the measuring of faint effects of ELF (E... | [
0,
1,
0,
0,
0,
0
] |
Title: A Systematic Comparison of Deep Learning Architectures in an Autonomous Vehicle,
Abstract: Self-driving technology is advancing rapidly --- albeit with significant
challenges and limitations. This progress is largely due to recent developments
in deep learning algorithms. To date, however, there has been no syst... | [
1,
0,
0,
1,
0,
0
] |
Title: On the Theory of Light Propagation in Crystalline Dielectrics,
Abstract: A synoptic view on the long-established theory of light propagation in
crystalline dielectrics is presented, providing a new exact solution for the
microscopic local electromagnetic field thus disclosing the role of the
divergence-free (tra... | [
0,
1,
0,
0,
0,
0
] |
Title: Microfluidic control of nucleation and growth of calcite,
Abstract: The nucleation and growth of calcite is an important research in scientific
and industrial field. Both the macroscopic and microscopic observation of
calcite growth have been reported. Now, with the development of microfluidic
device, we could f... | [
0,
1,
0,
0,
0,
0
] |
Title: Using low-frequency pulsar observations to study the 3-D structure of the Galactic magnetic field,
Abstract: The Galactic magnetic field (GMF) plays a role in many astrophysical
processes and is a significant foreground to cosmological signals, such as the
Epoch of Reionization (EoR), but is not yet well underst... | [
0,
1,
0,
0,
0,
0
] |
Title: Simple mechanical cues could explain adipose tissue morphology,
Abstract: The mechanisms by which organs acquire their functional structure and realize
its maintenance (or homeostasis) over time are still largely unknown. In this
paper, we investigate this question on adipose tissue. Adipose tissue can
represent... | [
0,
1,
0,
0,
0,
0
] |
Title: Comments on the National Toxicology Program Report on Cancer, Rats and Cell Phone Radiation,
Abstract: With the National Toxicology Program issuing its final report on cancer, rats
and cell phone radiation, one can draw the following conclusions from their
data. There is a roughly linear relationship between gli... | [
0,
0,
0,
0,
1,
0
] |
Title: Estimates for the coefficients of differential dimension polynomials,
Abstract: We answer the following long-standing question of Kolchin: given a system of
algebraic-differential equations $\Sigma(x_1,\dots,x_n)=0$ in $m$ derivatives
over a differential field of characteristic zero, is there a computable bound,... | [
0,
0,
1,
0,
0,
0
] |
Title: Giant perpendicular exchange bias with antiferromagnetic MnN,
Abstract: We investigated an out-of-plane exchange bias system that is based on the
antiferromagnet MnN. Polycrystalline, highly textured film stacks of Ta / MnN /
CoFeB / MgO / Ta were grown on SiO$_x$ by (reactive) magnetron sputtering and
studied b... | [
0,
1,
0,
0,
0,
0
] |
Title: A Fuzzy Community-Based Recommender System Using PageRank,
Abstract: Recommendation systems are widely used by different user service providers
specially those who have interactions with the large community of users. This
paper introduces a recommender system based on community detection. The
recommendation is p... | [
1,
0,
0,
0,
0,
0
] |
Title: Foundations of Complex Event Processing,
Abstract: Complex Event Processing (CEP) has emerged as the unifying field for
technologies that require processing and correlating distributed data sources
in real-time. CEP finds applications in diverse domains, which has resulted in
a large number of proposals for expr... | [
1,
0,
0,
0,
0,
0
] |
Title: Prior Variances and Depth Un-Biased Estimators in EEG Focal Source Imaging,
Abstract: In electroencephalography (EEG) source imaging, the inverse source estimates
are depth biased in such a way that their maxima are often close to the
sensors. This depth bias can be quantified by inspecting the statistics (mean
... | [
0,
1,
0,
0,
0,
0
] |
Title: Standard Galactic Field RR Lyrae. I. Optical to Mid-infrared Phased Photometry,
Abstract: We present a multi-wavelength compilation of new and previously-published
photometry for 55 Galactic field RR Lyrae variables. Individual studies,
spanning a time baseline of up to 30 years, are self-consistently phased to
... | [
0,
1,
0,
0,
0,
0
] |
Title: An Updated Literature Review of Distance Correlation and its Applications to Time Series,
Abstract: The concept of distance covariance/correlation was introduced recently to
characterize dependence among vectors of random variables. We review some
statistical aspects of distance covariance/correlation function a... | [
0,
0,
0,
1,
0,
0
] |
Title: A Novel Method for Extrinsic Calibration of Multiple RGB-D Cameras Using Descriptor-Based Patterns,
Abstract: This letter presents a novel method to estimate the relative poses between
RGB-D cameras with minimal overlapping fields of view in a panoramic RGB-D
camera system. This calibration problem is relevant t... | [
1,
0,
0,
0,
0,
0
] |
Title: Particular type of gap in the spectrum of multiband superconductors,
Abstract: We show, that in contrast to the free electron model (standard BCS model), a
particular gap in the spectrum of multiband superconductors opens at some
distance from the Fermi energy, if conduction band is composed of hybridized
atomic... | [
0,
1,
0,
0,
0,
0
] |
Title: Reliable Decision Support using Counterfactual Models,
Abstract: Decision-makers are faced with the challenge of estimating what is likely to
happen when they take an action. For instance, if I choose not to treat this
patient, are they likely to die? Practitioners commonly use supervised learning
algorithms to ... | [
1,
0,
0,
1,
0,
0
] |
Title: Robust temporal difference learning for critical domains,
Abstract: We present a new Q-function operator for temporal difference (TD) learning
methods that explicitly encodes robustness against significant rare events
(SRE) in critical domains. The operator, which we call the $\kappa$-operator,
allows to learn a... | [
1,
0,
0,
1,
0,
0
] |
Title: Structure of the Entanglement Entropy of (3+1)D Gapped Phases of Matter,
Abstract: We study the entanglement entropy of gapped phases of matter in three spatial
dimensions. We focus in particular on size-independent contributions to the
entropy across entanglement surfaces of arbitrary topologies. We show that f... | [
0,
1,
0,
0,
0,
0
] |
Title: Dynamics and asymptotic profiles of endemic equilibrium for two frequency-dependent SIS epidemic models with cross-diffusion,
Abstract: This paper is concerned with two frequency-dependent SIS epidemic
reaction-diffusion models in heterogeneous environment, with a cross-diffusion
term modeling the effect that su... | [
0,
0,
1,
0,
0,
0
] |
Title: Stable Clustering Ansatz, Consistency Relations and Gravity Dual of Large-Scale Structure,
Abstract: Gravitational clustering in the nonlinear regime remains poorly understood.
Gravity dual of gravitational clustering has recently been proposed as a means
to study the nonlinear regime. The stable clustering ansa... | [
0,
1,
0,
0,
0,
0
] |
Title: Heavy-Tailed Analogues of the Covariance Matrix for ICA,
Abstract: Independent Component Analysis (ICA) is the problem of learning a square
matrix $A$, given samples of $X=AS$, where $S$ is a random vector with
independent coordinates. Most existing algorithms are provably efficient only
when each $S_i$ has fini... | [
0,
0,
0,
1,
0,
0
] |
Title: Breaking through the bandwidth barrier in distributed fiber vibration sensing by sub-Nyquist randomized sampling,
Abstract: The round trip time of the light pulse limits the maximum detectable
frequency response range of vibration in phase-sensitive optical time domain
reflectometry ({\phi}-OTDR). We propose a m... | [
0,
1,
0,
0,
0,
0
] |
Title: The Continuity of the Gauge Fixing Condition $n\cdot\partial n\cdot A=0$ for $SU(2)$ Gauge Theory,
Abstract: The continuity of the gauge fixing condition $n\cdot\partial n\cdot A=0$ for
$SU(2)$ gauge theory on the manifold $R\bigotimes S^{1}\bigotimes
S^{1}\bigotimes S^{1}$ is studied here, where $n^{\mu}$ stand... | [
0,
1,
0,
0,
0,
0
] |
Title: Estimating functions for jump-diffusions,
Abstract: Asymptotic theory for approximate martingale estimating functions is
generalised to diffusions with finite-activity jumps, when the sampling
frequency and terminal sampling time go to infinity. Rate optimality and
efficiency are of particular concern. Under mil... | [
0,
0,
1,
1,
0,
0
] |
Title: Automatic Skin Lesion Analysis using Large-scale Dermoscopy Images and Deep Residual Networks,
Abstract: Malignant melanoma has one of the most rapidly increasing incidences in the
world and has a considerable mortality rate. Early diagnosis is particularly
important since melanoma can be cured with prompt excis... | [
1,
0,
0,
0,
0,
0
] |
Title: Quadrature-based features for kernel approximation,
Abstract: We consider the problem of improving kernel approximation via randomized
feature maps. These maps arise as Monte Carlo approximation to integral
representations of kernel functions and scale up kernel methods for larger
datasets. Based on an efficient... | [
0,
0,
0,
1,
0,
0
] |
Title: The impossibility of "fairness": a generalized impossibility result for decisions,
Abstract: Various measures can be used to estimate bias or unfairness in a predictor.
Previous work has already established that some of these measures are
incompatible with each other. Here we show that, when groups differ in
pre... | [
1,
0,
0,
1,
0,
0
] |
Title: Measuring Quantum Entropy,
Abstract: The entropy of a quantum system is a measure of its randomness, and has
applications in measuring quantum entanglement. We study the problem of
measuring the von Neumann entropy, $S(\rho)$, and Rényi entropy,
$S_\alpha(\rho)$ of an unknown mixed quantum state $\rho$ in $d$ di... | [
1,
0,
0,
0,
0,
0
] |
Title: Elliptic Transverse Circulation Equations for Balanced Models in a Generalized Vertical Coordinate,
Abstract: When studying tropical cyclones using the $f$-plane, axisymmetric, gradient
balanced model, there arises a second-order elliptic equation for the
transverse circulation. Similarly, when studying zonally ... | [
0,
1,
0,
0,
0,
0
] |
Title: The Voice Conversion Challenge 2018: Promoting Development of Parallel and Nonparallel Methods,
Abstract: We present the Voice Conversion Challenge 2018, designed as a follow up to
the 2016 edition with the aim of providing a common framework for evaluating
and comparing different state-of-the-art voice conversi... | [
0,
0,
0,
1,
0,
0
] |
Title: Levels of distribution for sieve problems in prehomogeneous vector spaces,
Abstract: In a companion paper, we developed an efficient algebraic method for
computing the Fourier transforms of certain functions defined on prehomogeneous
vector spaces over finite fields, and we carried out these computations in a
va... | [
0,
0,
1,
0,
0,
0
] |
Title: Imagination-Augmented Agents for Deep Reinforcement Learning,
Abstract: We introduce Imagination-Augmented Agents (I2As), a novel architecture for
deep reinforcement learning combining model-free and model-based aspects. In
contrast to most existing model-based reinforcement learning and planning
methods, which ... | [
1,
0,
0,
1,
0,
0
] |
Title: Cluster-glass phase in pyrochlore XY antiferromagnets with quenched disorder,
Abstract: We study the impact of quenched disorder (random exchange couplings or site
dilution) on easy-plane pyrochlore antiferromagnets. In the clean system,
order-by-disorder selects a magnetically ordered state from a classically
d... | [
0,
1,
0,
0,
0,
0
] |
Title: Non-line-of-sight tracking of people at long range,
Abstract: A remote-sensing system that can determine the position of hidden objects has
applications in many critical real-life scenarios, such as search and rescue
missions and safe autonomous driving. Previous work has shown the ability to
range and image obj... | [
1,
1,
0,
0,
0,
0
] |
Title: DeSIGN: Design Inspiration from Generative Networks,
Abstract: Can an algorithm create original and compelling fashion designs to serve as
an inspirational assistant? To help answer this question, we design and
investigate different image generation models associated with different loss
functions to boost creati... | [
0,
0,
0,
1,
0,
0
] |
Title: Challenges of facet analysis and concept placement in universal classifications: the example of architecture in UDC,
Abstract: The paper discusses the challenges of faceted vocabulary organization in
universal classifications which treat the universe of knowledge as a coherent
whole and in which the concepts and... | [
1,
0,
0,
0,
0,
0
] |
Title: Coalescent-based species tree estimation: a stochastic Farris transform,
Abstract: The reconstruction of a species phylogeny from genomic data faces two
significant hurdles: 1) the trees describing the evolution of each individual
gene--i.e., the gene trees--may differ from the species phylogeny and 2) the
molec... | [
1,
0,
1,
1,
0,
0
] |
Title: Variance-Reduced Stochastic Learning by Networked Agents under Random Reshuffling,
Abstract: A new amortized variance-reduced gradient (AVRG) algorithm was developed in
\cite{ying2017convergence}, which has constant storage requirement in
comparison to SAGA and balanced gradient computations in comparison to SVR... | [
1,
0,
0,
1,
0,
0
] |
Title: Blind Community Detection from Low-rank Excitations of a Graph Filter,
Abstract: This paper considers a novel framework to detect communities in a graph from
the observation of signals at its nodes. We model the observed signals as noisy
outputs of an unknown network process -- represented as a graph filter -- t... | [
1,
0,
0,
0,
0,
0
] |
Title: Realistic theory of electronic correlations in nanoscopic systems,
Abstract: Nanostructures with open shell transition metal or molecular constituents
host often strong electronic correlations and are highly sensitive to atomistic
material details. This tutorial review discusses method developments and
applicati... | [
0,
1,
0,
0,
0,
0
] |
Title: The Multiplier Problem of the Calculus of Variations for Scalar Ordinary Differential Equations,
Abstract: In the inverse problem of the calculus of variations one is asked to find a
Lagrangian and a multiplier so that a given differential equation, after
multiplying with the multiplier, becomes the Euler--Lagra... | [
0,
0,
1,
0,
0,
0
] |
Title: Representation categories of Mackey Lie algebras as universal monoidal categories,
Abstract: Let $\mathbb{K}$ be an algebraically closed field of characteristic $0$. We
study a monoidal category $\mathbb{T}_\alpha$ which is universal among all
symmetric $\mathbb{K}$-linear monoidal categories generated by two ob... | [
0,
0,
1,
0,
0,
0
] |
Title: Dielectric media considered as vacuum with sources,
Abstract: Conventional textbook treatments on electromagnetic wave propagation consider
the induced charge and current densities as "bound", and therefore absorb them
into a refractive index. In principle it must also be possible to treat the
medium as vacuum, ... | [
0,
1,
0,
0,
0,
0
] |
Title: Game-Theoretic Design of Secure and Resilient Distributed Support Vector Machines with Adversaries,
Abstract: With a large number of sensors and control units in networked systems,
distributed support vector machines (DSVMs) play a fundamental role in scalable
and efficient multi-sensor classification and predic... | [
1,
0,
0,
1,
0,
0
] |
Title: Rank conditional coverage and confidence intervals in high dimensional problems,
Abstract: Confidence interval procedures used in low dimensional settings are often
inappropriate for high dimensional applications. When a large number of
parameters are estimated, marginal confidence intervals associated with the
... | [
0,
0,
0,
1,
0,
0
] |
Title: Phase-Encoded Hyperpolarized Nanodiamond for Magnetic Resonance Imaging,
Abstract: Surface-functionalized nanomaterials can act as theranostic agents that
detect disease and track biological processes using hyperpolarized magnetic
resonance imaging (MRI). Candidate materials are sparse however, requiring
spinful... | [
0,
1,
0,
0,
0,
0
] |
Title: k-Space Deep Learning for Reference-free EPI Ghost Correction,
Abstract: Nyquist ghost artifacts in EPI images are originated from phase mismatch
between the even and odd echoes. However, conventional correction methods using
reference scans often produce erroneous results especially in high-field MRI
due to the... | [
0,
0,
0,
1,
0,
0
] |
Title: Binary Search in Graphs Revisited,
Abstract: In the classical binary search in a path the aim is to detect an unknown
target by asking as few queries as possible, where each query reveals the
direction to the target. This binary search algorithm has been recently
extended by [Emamjomeh-Zadeh et al., STOC, 2016] ... | [
1,
0,
0,
0,
0,
0
] |
Title: Dissecting Adam: The Sign, Magnitude and Variance of Stochastic Gradients,
Abstract: The ADAM optimizer is exceedingly popular in the deep learning community.
Often it works very well, sometimes it doesn't. Why? We interpret ADAM as a
combination of two aspects: for each weight, the update direction is determine... | [
1,
0,
0,
1,
0,
0
] |
Title: Econometric Modeling of Regional Electricity Spot Prices in the Australian Market,
Abstract: Wholesale electricity markets are increasingly integrated via high voltage
interconnectors, and inter-regional trade in electricity is growing. To model
this, we consider a spatial equilibrium model of price formation, w... | [
0,
0,
0,
1,
0,
0
] |
Title: Accurate Effective Medium Theory for the Analysis of Spoof Localized Surface Plasmons in Textured Metallic Cylinders,
Abstract: It has been recently demonstrated that textured closed surfaces which are
made out of perfect electric conductors (PECs) can mimic highly localized
surface plasmons (LSPs). Here, we pro... | [
0,
1,
0,
0,
0,
0
] |
Title: Joint Regression and Ranking for Image Enhancement,
Abstract: Research on automated image enhancement has gained momentum in recent years,
partially due to the need for easy-to-use tools for enhancing pictures captured
by ubiquitous cameras on mobile devices. Many of the existing leading methods
employ machine-l... | [
1,
0,
0,
0,
0,
0
] |
Title: From arteries to boreholes: Transient response of a poroelastic cylinder to fluid injection,
Abstract: The radially outward flow of fluid through a porous medium occurs in many
practical problems, from transport across vascular walls to the pressurisation
of boreholes in the subsurface. When the driving pressure... | [
0,
1,
0,
0,
0,
0
] |
Title: Social Clustering in Epidemic Spread on Coevolving Networks,
Abstract: Even though transitivity is a central structural feature of social networks,
its influence on epidemic spread on coevolving networks has remained relatively
unexplored. Here we introduce and study an adaptive SIS epidemic model wherein
the in... | [
1,
0,
0,
0,
0,
0
] |
Title: A Mathematical Aspect of Hohenberg-Kohn Theorem,
Abstract: The Hohenberg-Kohn theorem plays a fundamental role in density functional
theory, which has become a basic tool for the study of electronic structure of
matter. In this article, we study the Hohenberg-Kohn theorem for a class of
external potentials based... | [
0,
1,
0,
0,
0,
0
] |
Title: Autocomplete 3D Sculpting,
Abstract: Digital sculpting is a popular means to create 3D models but remains a
challenging task for many users. This can be alleviated by recent advances in
data-driven and procedural modeling, albeit bounded by the underlying data and
procedures. We propose a 3D sculpting system tha... | [
1,
0,
0,
0,
0,
0
] |
Title: KeyXtract Twitter Model - An Essential Keywords Extraction Model for Twitter Designed using NLP Tools,
Abstract: Since a tweet is limited to 140 characters, it is ambiguous and difficult for
traditional Natural Language Processing (NLP) tools to analyse. This research
presents KeyXtract which enhances the machin... | [
1,
0,
0,
0,
0,
0
] |
Title: A Generalized Zero-Forcing Precoder with Successive Dirty-Paper Coding in MISO Broadcast Channels,
Abstract: In this paper, we consider precoder designs for multiuser
multiple-input-single-output (MISO) broadcasting channels. Instead of using a
traditional linear zero-forcing (ZF) precoder, we propose a generali... | [
1,
0,
0,
0,
0,
0
] |
Title: Generating Connected Random Graphs,
Abstract: Sampling random graphs is essential in many applications, and often
algorithms use Markov chain Monte Carlo methods to sample uniformly from the
space of graphs. However, often there is a need to sample graphs with some
property that we are unable, or it is too ineff... | [
1,
0,
0,
1,
0,
0
] |
Title: Machine Learning Predicts Laboratory Earthquakes,
Abstract: Forecasting fault failure is a fundamental but elusive goal in earthquake
science. Here we show that by listening to the acoustic signal emitted by a
laboratory fault, machine learning can predict the time remaining before it
fails with great accuracy. ... | [
0,
1,
0,
0,
0,
0
] |
Title: New results of the search for hidden photons by means of a multicathode counter,
Abstract: New upper limit on a mixing parameter for hidden photons with a mass from 5
eV till 10 keV has been obtained from the results of measurements during 78
days in two configurations R1 and R2 of a multicathode counter. For a ... | [
0,
1,
0,
0,
0,
0
] |
Title: Higher dimensional Steinhaus and Slater problems via homogeneous dynamics,
Abstract: The three gap theorem, also known as the Steinhaus conjecture or three
distance theorem, states that the gaps in the fractional parts of
$\alpha,2\alpha,\ldots, N\alpha$ take at most three distinct values. Motivated
by a questio... | [
0,
0,
1,
0,
0,
0
] |
Title: Bayesian Unbiasing of the Gaia Space Mission Time Series Database,
Abstract: 21 st century astrophysicists are confronted with the herculean task of
distilling the maximum scientific return from extremely expensive and complex
space- or ground-based instrumental projects. This paper concentrates in the
mining of... | [
0,
1,
0,
0,
0,
0
] |
Title: On the connectivity of the hyperbolicity region of irreducible polynomials,
Abstract: We give an elementary proof for the fact that an irreducible hyperbolic
polynomial has only one pair of hyperbolicity cones. | [
0,
0,
1,
0,
0,
0
] |
Title: Matrix Completion via Factorizing Polynomials,
Abstract: Predicting unobserved entries of a partially observed matrix has found wide
applicability in several areas, such as recommender systems, computational
biology, and computer vision. Many scalable methods with rigorous theoretical
guarantees have been develo... | [
1,
0,
0,
1,
0,
0
] |
Title: A visual search engine for Bangladeshi laws,
Abstract: Browsing and finding relevant information for Bangladeshi laws is a challenge
faced by all law students and researchers in Bangladesh, and by citizens who
want to learn about any legal procedure. Some law archives in Bangladesh are
digitized, but lack proper... | [
1,
0,
0,
1,
0,
0
] |
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