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Title: An Alternative to EM for Gaussian Mixture Models: Batch and Stochastic Riemannian Optimization,
Abstract: We consider maximum likelihood estimation for Gaussian Mixture Models (Gmms).
This task is almost invariably solved (in theory and practice) via the
Expectation Maximization (EM) algorithm. EM owes its succe... | [
1,
0,
0,
1,
0,
0
] |
Title: The Coprime Quantum Chain,
Abstract: In this paper we introduce and study the coprime quantum chain, i.e. a
strongly correlated quantum system defined in terms of the integer eigenvalues
$n_i$ of the occupation number operators at each site of a chain of length $M$.
The $n_i$'s take value in the interval $[2,q]$... | [
0,
1,
1,
0,
0,
0
] |
Title: Inverse cascades and resonant triads in rotating and stratified turbulence,
Abstract: Kraichnan seminal ideas on inverse cascades yielded new tools to study common
phenomena in geophysical turbulent flows. In the atmosphere and the oceans,
rotation and stratification result in a flow that can be approximated as
... | [
0,
1,
0,
0,
0,
0
] |
Title: Towards a Rigorous Methodology for Measuring Adoption of RPKI Route Validation and Filtering,
Abstract: A proposal to improve routing security---Route Origin Authorization
(ROA)---has been standardized. A ROA specifies which network is allowed to
announce a set of Internet destinations. While some networks now s... | [
1,
0,
0,
0,
0,
0
] |
Title: Half-quadratic transportation problems,
Abstract: We present a primal--dual memory efficient algorithm for solving a relaxed
version of the general transportation problem. Our approach approximates the
original cost function with a differentiable one that is solved as a sequence
of weighted quadratic transportat... | [
1,
0,
1,
0,
0,
0
] |
Title: Entanglement induced interactions in binary mixtures,
Abstract: We establish a conceptual framework for the identification and the
characterization of induced interactions in binary mixtures and reveal their
intricate relation to entanglement between the components or species of the
mixture. Exploiting an expans... | [
0,
1,
0,
0,
0,
0
] |
Title: Conditional fiducial models,
Abstract: The fiducial is not unique in general, but we prove that in a restricted
class of models it is uniquely determined by the sampling distribution of the
data. It depends in particular not on the choice of a data generating model.
The arguments lead to a generalization of the ... | [
0,
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1,
1,
0,
0
] |
Title: Statistics students' identification of inferential model elements within contexts of their own invention,
Abstract: Statistical thinking partially depends upon an iterative process by which
essential features of a problem setting are identified and mapped onto an
abstract model or archetype, and then translated ... | [
0,
0,
0,
1,
0,
0
] |
Title: Mask R-CNN,
Abstract: We present a conceptually simple, flexible, and general framework for object
instance segmentation. Our approach efficiently detects objects in an image
while simultaneously generating a high-quality segmentation mask for each
instance. The method, called Mask R-CNN, extends Faster R-CNN by... | [
1,
0,
0,
0,
0,
0
] |
Title: An overview of the marine food web in Icelandic waters using Ecopath with Ecosim,
Abstract: Fishing activities have broad impacts that affect, although not exclusively,
the targeted stocks. These impacts affect predators and prey of the harvested
species, as well as the whole ecosystem it inhabits. Ecosystem mod... | [
0,
0,
0,
0,
1,
0
] |
Title: Character tables and the problem of existence of finite projective planes,
Abstract: Recently, the authors of the present work (together with M. N. Kolountzakis)
introduced a new version of the non-commutative Delsarte scheme and applied it
to the problem of mutually unbiased bases. Here we use this method to
in... | [
0,
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1,
0,
0,
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] |
Title: A bilevel approach for optimal contract pricing of independent dispatchable DG units in distribution networks,
Abstract: Distributed Generation (DG) units are increasingly installed in the power
systems. Distribution Companies (DisCo) can opt to purchase the electricity
from DG in an energy purchase contract to ... | [
1,
0,
0,
0,
0,
0
] |
Title: Human-in-the-loop Artificial Intelligence,
Abstract: Little by little, newspapers are revealing the bright future that Artificial
Intelligence (AI) is building. Intelligent machines will help everywhere.
However, this bright future has a dark side: a dramatic job market contraction
before its unpredictable trans... | [
1,
0,
0,
0,
0,
0
] |
Title: Increased adaptability to rapid environmental change can more than make up for the two-fold cost of males,
Abstract: The famous "two-fold cost of sex" is really the cost of anisogamy -- why
should females mate with males who do not contribute resources to offspring,
rather than isogamous partners who contribute ... | [
0,
0,
0,
0,
1,
0
] |
Title: Searching edges in the overlap of two plane graphs,
Abstract: Consider a pair of plane straight-line graphs, whose edges are colored red
and blue, respectively, and let n be the total complexity of both graphs. We
present a O(n log n)-time O(n)-space technique to preprocess such pair of
graphs, that enables effi... | [
1,
0,
0,
0,
0,
0
] |
Title: Themis-ml: A Fairness-aware Machine Learning Interface for End-to-end Discrimination Discovery and Mitigation,
Abstract: As more industries integrate machine learning into socially sensitive
decision processes like hiring, loan-approval, and parole-granting, we are at
risk of perpetuating historical and contempo... | [
1,
0,
0,
0,
0,
0
] |
Title: Supersymmetric field theories and geometric Langlands: The other side of the coin,
Abstract: This note announces results on the relations between the approach of
Beilinson and Drinfeld to the geometric Langlands correspondence based on
conformal field theory, the approach of Kapustin and Witten based on $N=4$ SY... | [
0,
0,
1,
0,
0,
0
] |
Title: Non-dispersive conservative regularisation of nonlinear shallow water (and isothermal Euler) equations,
Abstract: A new regularisation of the shallow water (and isentropic Euler) equations is
proposed. The regularised equations are non-dissipative, non-dispersive and
possess a variational structure. Thus, the ma... | [
0,
1,
0,
0,
0,
0
] |
Title: Some Identities associated with mock theta functions $ω(q)$ and $ν(q)$,
Abstract: Recently, Andrews, Dixit and Yee defined two partition functions
$p_{\omega}(n)$ and $p_{\nu}(n)$ that are related with Ramanujan's mock theta
functions $\omega(q)$ and $\nu(q)$, respectively. In this paper, we present two
variable... | [
0,
0,
1,
0,
0,
0
] |
Title: Model order reduction for random nonlinear dynamical systems and low-dimensional representations for their quantities of interest,
Abstract: We examine nonlinear dynamical systems of ordinary differential equations or
differential algebraic equations. In an uncertainty quantification, physical
parameters are rep... | [
0,
0,
1,
0,
0,
0
] |
Title: Monomial generators of complete planar ideals,
Abstract: We provide an algorithm that computes a set of generators for any complete
ideal in a smooth complex surface. More interestingly, these generators admit a
presentation as monomials in a set of maximal contact elements associated to
the minimal log-resoluti... | [
0,
0,
1,
0,
0,
0
] |
Title: Optimization of a SSP's Header Bidding Strategy using Thompson Sampling,
Abstract: Over the last decade, digital media (web or app publishers) generalized the
use of real time ad auctions to sell their ad spaces. Multiple auction
platforms, also called Supply-Side Platforms (SSP), were created. Because of
this m... | [
0,
0,
0,
1,
0,
0
] |
Title: Mixed Rademacher and BPS Black Holes,
Abstract: Dyonic 1/4-BPS states in Type IIB string theory compactified on $\mathrm{K}3
\times T^2$ are counted by meromorphic Jacobi forms. The finite parts of these
functions, which are mixed mock Jacobi forms, account for the degeneracy of
states stable throughout the modu... | [
0,
0,
1,
0,
0,
0
] |
Title: A generalization of the injectivity condition for Projected Entangled Pair States,
Abstract: We introduce a family of tensor network states that we term semi-injective
Projected Entangled-Pair States (PEPS). They extend the class of injective PEPS
and include other states, like the ground states of the AKLT and ... | [
0,
1,
0,
0,
0,
0
] |
Title: Limits to single photon transduction by a single atom: Non-Markov theory,
Abstract: Single atoms form a model system for understanding the limits of single
photon detection. Here, we develop a non-Markov theory of single-photon
absorption by a two-level atom to place limits on the absorption (transduction)
time.... | [
0,
1,
0,
0,
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] |
Title: Quantifying the Contributions of Training Data and Algorithm Logic to the Performance of Automated Cause-assignment Algorithms for Verbal Autopsy,
Abstract: A verbal autopsy (VA) consists of a survey with a relative or close contact
of a person who has recently died. VA surveys are commonly used to infer likely
... | [
0,
0,
0,
1,
0,
0
] |
Title: Rydberg excitation of cold atoms inside a hollow core fiber,
Abstract: We report on a versatile, highly controllable hybrid cold Rydberg atom fiber
interface, based on laser cooled atoms transported into a hollow core
Kagomé crystal fiber. Our experiments are the first to demonstrate the
feasibility of exciting ... | [
0,
1,
0,
0,
0,
0
] |
Title: Dynamics and evolution of planets in mean-motion resonances,
Abstract: In some planetary systems the orbital periods of two of its members present a
commensurability, usually known by mean-motion resonance. These resonances
greatly enhance the mutual gravitational influence of the planets. As a
consequence, thes... | [
0,
1,
1,
0,
0,
0
] |
Title: The Gain in the Field of Two Electromagnetic Waves,
Abstract: We consider the motion of a nonrelativistic electron in the field of two
strong monochromatic light waves propagating counter to each other. The matrix
elements of emission and absorption are found. An expression is obtained for
the gain of a weak tes... | [
0,
1,
0,
0,
0,
0
] |
Title: Periods and factors of weak model sets,
Abstract: There is a renewed interest in weak model sets due to their connection to
$\mathcal B$-free systems, which emerged from Sarnak's program on the Möbius
disjointness conjecture. Here we continue our recent investigation
[arXiv:1511.06137] of the extended hull ${\ma... | [
0,
0,
1,
0,
0,
0
] |
Title: The Individual Impact Index ($i^3$) Statistic: A Novel Article-Level Citation Metric,
Abstract: Citation metrics are analytic measures used to evaluate the usage, impact and
dissemination of scientific research. Traditionally, citation metrics have been
independently measured at each level of the publication pyr... | [
1,
0,
0,
0,
0,
0
] |
Title: Time-of-Flight Three Dimensional Neutron Diffraction in Transmission Mode for Mapping Crystal Grain Structures,
Abstract: The physical properties of polycrystalline materials depend on their
microstructure, which is the nano-to-centimeter-scale arrangement of phases and
defects in their interior. Such microstruc... | [
0,
1,
0,
0,
0,
0
] |
Title: Integrable $sl(\infty)$-modules and Category $\mathcal O$ for $\mathfrak{gl}(m|n)$,
Abstract: We introduce and study new categories T(g,k)of integrable sl(\infty)-modules
which depend on the choice of a certain reductive subalgebra k in g=sl(\infty).
The simple objects of these categories are tensor modules as i... | [
0,
0,
1,
0,
0,
0
] |
Title: Island dynamics and anisotropy during vapor phase epitaxy of m-plane GaN,
Abstract: Using in situ grazing-incidence x-ray scattering, we have measured the
diffuse scattering from islands that form during layer-by-layer growth of GaN
by metal-organic vapor phase epitaxy on the (1010) m-plane surface. The diffuse
... | [
0,
1,
0,
0,
0,
0
] |
Title: Komlós-Major-Tusnády approximations to increments of uniform empirical processes,
Abstract: The well-known Komlós-Major-Tusnády inequalities [Z. Wahrsch. Verw.
Gebiete 32 (1975) 111-131; Z. Wahrsch. Verw. Gebiete 34 (1976) 33-58] provide
sharp inequalities to partial sums of iid standard exponential random varia... | [
0,
0,
1,
1,
0,
0
] |
Title: Evaluating Gaussian Process Metamodels and Sequential Designs for Noisy Level Set Estimation,
Abstract: We consider the problem of learning the level set for which a noisy black-box
function exceeds a given threshold.
To efficiently reconstruct the level set, we investigate Gaussian process
(GP) metamodels. Our ... | [
0,
0,
0,
1,
0,
0
] |
Title: MTBase: Optimizing Cross-Tenant Database Queries,
Abstract: In the last decade, many business applications have moved into the cloud. In
particular, the "database-as-a-service" paradigm has become mainstream. While
existing multi-tenant data management systems focus on single-tenant query
processing, we believe ... | [
1,
0,
0,
0,
0,
0
] |
Title: Mechanism Deduction from Noisy Chemical Reaction Networks,
Abstract: We introduce KiNetX, a fully automated meta-algorithm for the kinetic
analysis of complex chemical reaction networks derived from semi-accurate but
efficient electronic structure calculations. It is designed to (i) accelerate
the automated expl... | [
0,
0,
0,
0,
1,
0
] |
Title: Structural scale $q-$derivative and the LLG-Equation in a scenario with fractionality,
Abstract: In the present contribution, we study the Landau-Lifshitz-Gilbert equation
with two versions of structural derivatives recently proposed: the scale
$q-$derivative in the non-extensive statistical mechanics and the ax... | [
0,
1,
1,
0,
0,
0
] |
Title: Analog Optical Computing by Half-Wavelength Slabs,
Abstract: A new approach to perform analog optical differentiation is presented using
half-wavelength slabs. First, a half-wavelength dielectric slab is used to
design a first order differentiator. The latter works properly for both major
polarizations, in contr... | [
0,
1,
0,
0,
0,
0
] |
Title: A Separation Principle for Control in the Age of Deep Learning,
Abstract: We review the problem of defining and inferring a "state" for a control
system based on complex, high-dimensional, highly uncertain measurement streams
such as videos. Such a state, or representation, should contain all and only
the inform... | [
1,
0,
0,
1,
0,
0
] |
Title: Improving Neural Network Quantization using Outlier Channel Splitting,
Abstract: Quantization can improve the execution latency and energy efficiency of
neural networks on both commodity GPUs and specialized accelerators. The
majority of existing literature focuses on training quantized DNNs, while this
work exa... | [
1,
0,
0,
1,
0,
0
] |
Title: On some further properties and application of Weibull-R family of distributions,
Abstract: In this paper, we provide some new results for the Weibull-R family of
distributions (Alzaghal, Ghosh and Alzaatreh (2016)). We derive some new
structural properties of the Weibull-R family of distributions. We provide
var... | [
0,
0,
1,
1,
0,
0
] |
Title: Rejection of the principle of material frame indifference,
Abstract: The principle of material frame indifference is shown to be incompatible with
the basic balance laws of continuum mechanics. In its role of providing
constraints on possible constitutive prescriptions it must be replaced by the
classical princi... | [
0,
1,
0,
0,
0,
0
] |
Title: Construction of flows of finite-dimensional algebras,
Abstract: Recently, we introduced the notion of flow (depending on time) of
finite-dimensional algebras. A flow of algebras (FA) is a particular case of a
continuous-time dynamical system whose states are finite-dimensional algebras
with (cubic) matrices of s... | [
0,
0,
1,
0,
0,
0
] |
Title: PdBI U/LIRG Survey (PULS): Dense Molecular Gas in Arp 220 and NGC 6240,
Abstract: Aims. We present new IRAM Plateau de Bure Interferometer observations of Arp
220 in HCN, HCO$^{+}$, HN$^{13}$C J=1-0, C$_{2}$H N=1-0, SiO J = 2-1, HNCO
J$_{k,k'}$ = 5$_{0,4}$ - 4$_{0,4}$, CH$_{3}$CN(6-5), CS J=2-1 and 5-4 and
$^{13... | [
0,
1,
0,
0,
0,
0
] |
Title: The Dark Side(-Channel) of Mobile Devices: A Survey on Network Traffic Analysis,
Abstract: In recent years, mobile devices (e.g., smartphones and tablets) have met an
increasing commercial success and have become a fundamental element of the
everyday life for billions of people all around the world. Mobile devic... | [
1,
0,
0,
0,
0,
0
] |
Title: Non-Ergodic Delocalization in the Rosenzweig-Porter Model,
Abstract: We consider the Rosenzweig-Porter model $H = V + \sqrt{T}\, \Phi$, where $V$
is a $N \times N$ diagonal matrix, $\Phi$ is drawn from the $N \times N$
Gaussian Orthogonal Ensemble, and $N^{-1} \ll T \ll 1$. We prove that the
eigenfunctions of $H... | [
0,
1,
0,
0,
0,
0
] |
Title: MUDA: A Truthful Multi-Unit Double-Auction Mechanism,
Abstract: In a seminal paper, McAfee (1992) presented a truthful mechanism for double
auctions, attaining asymptotically-optimal gain-from-trade without any prior
information on the valuations of the traders. McAfee's mechanism handles
single-parametric agent... | [
1,
0,
0,
0,
0,
0
] |
Title: Multi-variable LSTM neural network for autoregressive exogenous model,
Abstract: In this paper, we propose multi-variable LSTM capable of accurate forecasting
and variable importance interpretation for time series with exogenous
variables. Current attention mechanism in recurrent neural networks mostly
focuses o... | [
0,
0,
0,
1,
0,
0
] |
Title: Spectral Image Visualization Using Generative Adversarial Networks,
Abstract: Spectral images captured by satellites and radio-telescopes are analyzed to
obtain information about geological compositions distributions, distant asters
as well as undersea terrain. Spectral images usually contain tens to hundreds
of... | [
0,
0,
0,
1,
0,
0
] |
Title: Simulations for 21 cm radiation lensing at EoR redshifts,
Abstract: We introduce simulations aimed at assessing how well weak gravitational
lensing of 21cm radiation from the Epoch of Reionization ($z \sim 8$) can be
measured by an SKA-like radio telescope. A simulation pipeline has been
implemented to study the... | [
0,
1,
0,
0,
0,
0
] |
Title: Coverage characteristics of self-repelling random walks in mobile ad-hoc networks,
Abstract: A self-repelling random walk of a token on a graph is one in which at each
step, the token moves to a neighbor that has been visited least often (with
ties broken randomly). The properties of self-repelling random walks ... | [
1,
0,
0,
0,
0,
0
] |
Title: Model Agnostic Time Series Analysis via Matrix Estimation,
Abstract: We propose an algorithm to impute and forecast a time series by transforming
the observed time series into a matrix, utilizing matrix estimation to recover
missing values and de-noise observed entries, and performing linear regression
to make p... | [
0,
0,
0,
1,
0,
0
] |
Title: Efficient motion planning for problems lacking optimal substructure,
Abstract: We consider the motion-planning problem of planning a collision-free path of
a robot in the presence of risk zones. The robot is allowed to travel in these
zones but is penalized in a super-linear fashion for consecutive accumulative
... | [
1,
0,
0,
0,
0,
0
] |
Title: Bayesian Optimal Data Detector for mmWave OFDM System with Low-Resolution ADC,
Abstract: Orthogonal frequency division multiplexing (OFDM) has been widely used in
communication systems operating in the millimeter wave (mmWave) band to combat
frequency-selective fading and achieve multi-Gbps transmissions, such a... | [
1,
0,
0,
0,
0,
0
] |
Title: A second-order stochastic maximum principle for generalized mean-field control problem,
Abstract: In this paper, we study the generalized mean-field stochastic control problem
when the usual stochastic maximum principle (SMP) is not applicable due to the
singularity of the Hamiltonian function. In this case, we ... | [
0,
0,
1,
0,
0,
0
] |
Title: Representation of I(1) and I(2) autoregressive Hilbertian processes,
Abstract: We extend the Granger-Johansen representation theorems for I(1) and I(2)
vector autoregressive processes to accommodate processes that take values in an
arbitrary complex separable Hilbert space. This more general setting is of
centra... | [
0,
0,
1,
1,
0,
0
] |
Title: Constraining cosmology with the velocity function of low-mass galaxies,
Abstract: The number density of field galaxies per rotation velocity, referred to as
the velocity function, is an intriguing statistical measure probing the
smallest scales of structure formation. In this paper we point out that the
velocity... | [
0,
1,
0,
0,
0,
0
] |
Title: On the coefficients of symmetric power $L$-functions,
Abstract: We study the signs of the Fourier coefficients of a newform. Let $f$ be a
normalized newform of weight $k$ for $\Gamma_0(N)$. Let $a_f(n)$ be the $n$th
Fourier coefficient of $f$. For any fixed positive integer $m$, we study the
distribution of the ... | [
0,
0,
1,
0,
0,
0
] |
Title: Spin-resolved electronic structure of ferroelectric α-GeTe and multiferroic Ge1-xMnxTe,
Abstract: Germanium telluride features special spin-electric effects originating from
spin-orbit coupling and symmetry breaking by the ferroelectric lattice
polarization, which opens up many prospectives for electrically tuna... | [
0,
1,
0,
0,
0,
0
] |
Title: Recurrent Scene Parsing with Perspective Understanding in the Loop,
Abstract: Objects may appear at arbitrary scales in perspective images of a scene,
posing a challenge for recognition systems that process images at a fixed
resolution. We propose a depth-aware gating module that adaptively selects the
pooling f... | [
1,
0,
0,
0,
0,
0
] |
Title: Child-sized 3D Printed igus Humanoid Open Platform,
Abstract: The use of standard platforms in the field of humanoid robotics can
accelerate research, and lower the entry barrier for new research groups. While
many affordable humanoid standard platforms exist in the lower size ranges of
up to 60cm, beyond this t... | [
1,
0,
0,
0,
0,
0
] |
Title: Lower Bounds on the Complexity of Solving Two Classes of Non-cooperative Games,
Abstract: This paper studies the complexity of solving two classes of non-cooperative
games in a distributed manner in which the players communicate with a set of
system nodes over noisy communication channels. The complexity of solv... | [
1,
0,
0,
0,
0,
0
] |
Title: Orbital misalignment of the Neptune-mass exoplanet GJ 436b with the spin of its cool star,
Abstract: The angle between the spin of a star and its planets' orbital planes traces
the history of the planetary system. Exoplanets orbiting close to cool stars
are expected to be on circular, aligned orbits because of s... | [
0,
1,
0,
0,
0,
0
] |
Title: Flux-flow and vortex-glass phase in iron pnictide BaFe$_{2-x}$Ni$_x$As$_2$ single crystals with $T_c$ $\sim$ 20 K,
Abstract: We analysed the flux-flow region of isofield magneto resistivity data
obtained on three crystals of BaFe$_{2-x}$Ni$_x$As$_2$ with $T_c$$\sim$20 K for
three different geometries relative to... | [
0,
1,
0,
0,
0,
0
] |
Title: Word problems in Elliott monoids,
Abstract: Algorithmic issues concerning Elliott local semigroups are seldom considered
in the literature, although these combinatorial structures completely classify
AF algebras. In general, the addition operation of an Elliott local semigroup
is {\it partial}, but for every AF ... | [
1,
0,
1,
0,
0,
0
] |
Title: Improved lower bounds for the Mahler measure of the Fekete polynomials,
Abstract: We show that there is an absolute constant $c > 1/2$ such that the Mahler
measure of the Fekete polynomials $f_p$ of the form $$f_p(z) :=
\sum_{k=1}^{p-1}{\left( \frac kp \right)z^k}\,,$$ (where the coefficients are
the usual Legen... | [
0,
0,
1,
0,
0,
0
] |
Title: Supervised Hashing based on Energy Minimization,
Abstract: Recently, supervised hashing methods have attracted much attention since they
can optimize retrieval speed and storage cost while preserving semantic
information. Because hashing codes learning is NP-hard, many methods resort to
some form of relaxation t... | [
1,
0,
0,
1,
0,
0
] |
Title: Sampled-Data Boundary Feedback Control of 1-D Hyperbolic PDEs with Non-Local Terms,
Abstract: The paper provides results for the application of boundary feedback control
with Zero-Order-Hold (ZOH) to 1-D linear, first-order, hyperbolic systems with
non-local terms on bounded domains. It is shown that the emulati... | [
1,
0,
1,
0,
0,
0
] |
Title: Scalable Entity Resolution Using Probabilistic Signatures on Parallel Databases,
Abstract: Accurate and efficient entity resolution is an open challenge of particular
relevance to intelligence organisations that collect large datasets from
disparate sources with differing levels of quality and standard. Starting... | [
1,
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0,
0,
0
] |
Title: ac properties of short Josephson weak links,
Abstract: The admittance of two types of Josephson weak links is calculated, i.e., of a
one-dimensional superconducting wire with a local suppression of the order
parameter, and the second is a short S-c-S structure, where S denotes a
superconductor and c---a constric... | [
0,
1,
0,
0,
0,
0
] |
Title: ProtoDash: Fast Interpretable Prototype Selection,
Abstract: In this paper we propose an efficient algorithm ProtoDash for selecting
prototypical examples from complex datasets. Our generalizes the learn to
criticize (L2C) work by Kim et al. (2016) to not only select prototypes for a
given sparsity level $m$ but... | [
1,
0,
0,
1,
0,
0
] |
Title: Regional Multi-Armed Bandits,
Abstract: We consider a variant of the classic multi-armed bandit problem where the
expected reward of each arm is a function of an unknown parameter. The arms are
divided into different groups, each of which has a common parameter. Therefore,
when the player selects an arm at each ... | [
0,
0,
0,
1,
0,
0
] |
Title: Determining stellar parameters of asteroseismic targets: going beyond the use of scaling relations,
Abstract: Asteroseismic parameters allow us to measure the basic stellar properties of
field giants observed far across the Galaxy. Most of such determinations are,
up to now, based on simple scaling relations inv... | [
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1,
0,
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0,
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] |
Title: Polarised target for Drell-Yan experiment in COMPASS at CERN, part I,
Abstract: In the polarised Drell-Yan experiment at the COMPASS facility in CERN pion
beam with momentum of 190 GeV/c and intensity about $10^8$ pions/s interacted
with transversely polarised NH$_3$ target. Muon pairs produced in Drel-Yan
proce... | [
0,
1,
0,
0,
0,
0
] |
Title: Spectral Mixture Kernels for Multi-Output Gaussian Processes,
Abstract: Early approaches to multiple-output Gaussian processes (MOGPs) relied on
linear combinations of independent, latent, single-output Gaussian processes
(GPs). This resulted in cross-covariance functions with limited parametric
interpretation, ... | [
0,
0,
0,
1,
0,
0
] |
Title: Supergravity and its Legacy,
Abstract: A personal recollection of events that preceded the construction of
Supergravity and of some subsequent developments. | [
0,
1,
0,
0,
0,
0
] |
Title: Manton's five vortex equations from self-duality,
Abstract: We demonstrate that the five vortex equations recently introduced by Manton
ariseas symmetry reductions of the anti-self-dual Yang--Mills equations in four
dimensions. In particular the Jackiw--Pi vortex and the Ambj\o rn--Olesen
vortex correspond to th... | [
0,
1,
1,
0,
0,
0
] |
Title: Deep Style Match for Complementary Recommendation,
Abstract: Humans develop a common sense of style compatibility between items based on
their attributes. We seek to automatically answer questions like "Does this
shirt go well with that pair of jeans?" In order to answer these kinds of
questions, we attempt to m... | [
1,
0,
0,
0,
0,
0
] |
Title: SpectralLeader: Online Spectral Learning for Single Topic Models,
Abstract: We study the problem of learning a latent variable model from a stream of
data. Latent variable models are popular in practice because they can explain
observed data in terms of unobserved concepts. These models have been
traditionally s... | [
1,
0,
0,
1,
0,
0
] |
Title: Fractional Calculus and certain integrals of Generalized multiindex Bessel function,
Abstract: We aim to introduce the generalized multiindex Bessel function $J_{\left(
\beta _{j}\right) _{m},\kappa ,b}^{\left( \alpha _{j}\right)_{m},\gamma
,c}\left[ z\right] $ and to present some formulas of the Riemann-Liouvil... | [
0,
0,
1,
0,
0,
0
] |
Title: Tameness from two successive good frames,
Abstract: We show, assuming a mild set-theoretic hypothesis, that if an abstract
elementary class (AEC) has a superstable-like forking notion for models of
cardinality $\lambda$ and a superstable-like forking notion for models of
cardinality $\lambda^+$, then orbital typ... | [
0,
0,
1,
0,
0,
0
] |
Title: On the $\mathbf{\rmΨ}-$fractional integral and applications,
Abstract: Motivated by the ${\rm \Psi}$-Riemann-Liouville $({\rm \Psi-RL})$ fractional
derivative and by the ${\rm \Psi}$-Hilfer $({\rm \Psi-H})$ fractional
derivative, we introduced a new fractional operator the so-called
$\rm\Psi-$fractional integral... | [
0,
0,
1,
0,
0,
0
] |
Title: Detection and Characterization of Illegal Marketing and Promotion of Prescription Drugs on Twitter,
Abstract: Illicit online pharmacies allow the purchase of prescription drugs online
without a prescription. Such pharmacies leverage social media platforms such as
Twit- ter as a promotion and marketing tool with ... | [
1,
0,
0,
0,
0,
0
] |
Title: First Hochschild cohomology group and stable equivalence classification of Morita type of some tame symmetric algebras,
Abstract: We use the dimension and the Lie algebra structure of the first Hochschild
cohomology group to distinguish some algebras of dihedral, semi-dihedral and
quaternion type up to stable eq... | [
0,
0,
1,
0,
0,
0
] |
Title: When is a Convolutional Filter Easy To Learn?,
Abstract: We analyze the convergence of (stochastic) gradient descent algorithm for
learning a convolutional filter with Rectified Linear Unit (ReLU) activation
function. Our analysis does not rely on any specific form of the input
distribution and our proofs only u... | [
1,
0,
0,
1,
0,
0
] |
Title: Robots as Powerful Allies for the Study of Embodied Cognition from the Bottom Up,
Abstract: A large body of compelling evidence has been accumulated demonstrating that
embodiment - the agent's physical setup, including its shape, materials,
sensors and actuators - is constitutive for any form of cognition and as... | [
1,
0,
0,
0,
1,
0
] |
Title: Chiral magnetic textures in Ir/Fe/Co/Pt multilayers: Evolution and topological Hall signature,
Abstract: Skyrmions are topologically protected, two-dimensional, localized hedgehogs
and whorls of spin. Originally invented as a concept in field theory for
nuclear interactions, skyrmions are central to a wide range... | [
0,
1,
0,
0,
0,
0
] |
Title: Conductance distribution in the magnetic field,
Abstract: Using a modification of the Shapiro scaling approach, we derive the
distribution of conductance in the magnetic field applicable in the vicinity of
the Anderson transition. This distribution is described by the same equations
as in the absence of a field.... | [
0,
1,
0,
0,
0,
0
] |
Title: Linear Convergence of An Iterative Phase Retrieval Algorithm with Data Reuse,
Abstract: Phase retrieval has been an attractive but difficult problem rising from
physical science, and there has been a gap between state-of-the-art theoretical
convergence analyses and the corresponding efficient retrieval methods.
... | [
1,
0,
0,
0,
0,
0
] |
Title: Representing smooth functions as compositions of near-identity functions with implications for deep network optimization,
Abstract: We show that any smooth bi-Lipschitz $h$ can be represented exactly as a
composition $h_m \circ ... \circ h_1$ of functions $h_1,...,h_m$ that are close
to the identity in the sense... | [
0,
0,
0,
1,
0,
0
] |
Title: Bosonizing three-dimensional quiver gauge theories,
Abstract: We start with the recently conjectured 3d bosonization dualities and gauge
global symmetries to generate an infinite sequence of new dualities. These
equate theories with non-Abelian product gauge groups and bifundamental matter.
We uncover examples o... | [
0,
1,
0,
0,
0,
0
] |
Title: Deep Learning for Sentiment Analysis : A Survey,
Abstract: Deep learning has emerged as a powerful machine learning technique that
learns multiple layers of representations or features of the data and produces
state-of-the-art prediction results. Along with the success of deep learning in
many other application ... | [
0,
0,
0,
1,
0,
0
] |
Title: Utility Preserving Secure Private Data Release,
Abstract: Differential privacy mechanisms that also make reconstruction of the data
impossible come at a cost - a decrease in utility. In this paper, we tackle
this problem by designing a private data release mechanism that makes
reconstruction of the original data... | [
1,
0,
0,
0,
0,
0
] |
Title: Towards colloidal spintronics through Rashba spin-orbit interaction in lead sulphide nanosheets,
Abstract: Employing the spin degree of freedom of charge carriers offers the
possibility to extend the functionality of conventional electronic devices,
while colloidal chemistry can be used to synthesize inexpensive... | [
0,
1,
0,
0,
0,
0
] |
Title: On the use and abuse of Price equation concepts in ecology,
Abstract: In biodiversity and ecosystem functioning (BEF) research, the Loreau-Hector
(LH) statistical scheme is widely-used to partition the effect of biodiversity
on ecosystem properties into a "complementarity effect" and a "selection
effect". This s... | [
0,
0,
0,
0,
1,
0
] |
Title: A Data-Driven MHD Model of the Global Solar Corona within Multi-Scale Fluid-Kinetic Simulation Suite (MS-FLUKSS),
Abstract: We have developed a data-driven magnetohydrodynamic (MHD) model of the global
solar corona which uses characteristically-consistent boundary conditions (BCs)
at the inner boundary. Our glob... | [
0,
1,
0,
0,
0,
0
] |
Title: AXNet: ApproXimate computing using an end-to-end trainable neural network,
Abstract: Neural network based approximate computing is a universal architecture
promising to gain tremendous energy-efficiency for many error resilient
applications. To guarantee the approximation quality, existing works deploy two
neura... | [
0,
0,
0,
1,
0,
0
] |
Title: 500+ Times Faster Than Deep Learning (A Case Study Exploring Faster Methods for Text Mining StackOverflow),
Abstract: Deep learning methods are useful for high-dimensional data and are becoming
widely used in many areas of software engineering. Deep learners utilizes
extensive computational power and can take a ... | [
0,
0,
0,
1,
0,
0
] |
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