text stringlengths 57 2.88k | labels listlengths 6 6 |
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Title: PFAx: Predictable Feature Analysis to Perform Control,
Abstract: Predictable Feature Analysis (PFA) (Richthofer, Wiskott, ICMLA 2015) is an
algorithm that performs dimensionality reduction on high dimensional input
signal. It extracts those subsignals that are most predictable according to a
certain prediction m... | [
1,
0,
0,
0,
0,
0
] |
Title: Multiplex decomposition of non-Markovian dynamics and the hidden layer reconstruction problem,
Abstract: Elements composing complex systems usually interact in several different ways
and as such the interaction architecture is well modelled by a multiplex
network. However often this architecture is hidden, as on... | [
0,
1,
0,
1,
0,
0
] |
Title: Model of knowledge transfer within an organisation,
Abstract: Many studies show that the acquisition of knowledge is the key to build
competitive advantage of companies. We propose a simple model of knowledge
transfer within the organization and we implement the proposed model using
cellular automata technique. ... | [
1,
1,
0,
0,
0,
0
] |
Title: Efficient Propagation of Uncertainties in Manufacturing Supply Chains: Time Buckets, L-leap and Multilevel Monte Carlo,
Abstract: Uncertainty propagation of large scale discrete supply chains can be
prohibitive when a large number of events occur during the simulated period and
discrete event simulations (DES) a... | [
0,
0,
0,
1,
0,
0
] |
Title: Semi-automated Signal Surveying Using Smartphones and Floorplans,
Abstract: Location fingerprinting locates devices based on pattern matching signal
observations to a pre-defined signal map. This paper introduces a technique to
enable fast signal map creation given a dedicated surveyor with a smartphone
and floo... | [
1,
0,
0,
0,
0,
0
] |
Title: On the n-th row of the graded Betti table of an n-dimensional toric variety,
Abstract: We prove an explicit formula for the first non-zero entry in the n-th row of
the graded Betti table of an n-dimensional projective toric variety associated
to a normal polytope with at least one interior lattice point. This ap... | [
0,
0,
1,
0,
0,
0
] |
Title: Topological conjugacy of topological Markov shifts and Ruelle algebras,
Abstract: We will characterize topologically conjugate two-sided topological Markov
shifts $(\bar{X}_A,\bar{\sigma}_A)$ in terms of the associated asymptotic
Ruelle $C^*$-algebras ${\mathcal{R}}_A$ with its commutative $C^*$-subalgebras
$C(\... | [
0,
0,
1,
0,
0,
0
] |
Title: StealthDB: a Scalable Encrypted Database with Full SQL Query Support,
Abstract: Encrypted database systems provide a great method for protecting sensitive
data in untrusted infrastructures. These systems are built using either
special-purpose cryptographic algorithms that support operations over encrypted
data, ... | [
1,
0,
0,
0,
0,
0
] |
Title: On the conformal duality between constant mean curvature surfaces in $\mathbb{E}(κ,τ)$ and $\mathbb{L}(κ,τ)$,
Abstract: The main aim of this survey paper is to gather together some results
concerning the Calabi type duality discovered by Hojoo Lee between certain
families of (spacelike) graphs with constant mean... | [
0,
0,
1,
0,
0,
0
] |
Title: Making Sense of Vision and Touch: Self-Supervised Learning of Multimodal Representations for Contact-Rich Tasks,
Abstract: Contact-rich manipulation tasks in unstructured environments often require
both haptic and visual feedback. However, it is non-trivial to manually design
a robot controller that combines mod... | [
1,
0,
0,
0,
0,
0
] |
Title: Positive solutions for nonlinear problems involving the one-dimensional ϕ-Laplacian,
Abstract: Let $\Omega:=\left( a,b\right) \subset\mathbb{R}$, $m\in L^{1}\left(
\Omega\right) $ and $\lambda>0$ be a real parameter. Let $\mathcal{L}$ be the
differential operator given by $\mathcal{L}u:=-\phi\left( u^{\prime}\ri... | [
0,
0,
1,
0,
0,
0
] |
Title: Vortex lattices in binary Bose-Einstein condensates with dipole-dipole interactions,
Abstract: We study the structure and stability of vortex lattices in two-component
rotating Bose-Einstein condensates with intrinsic dipole-dipole interactions
(DDIs) and contact interactions. To address experimentally accessibl... | [
0,
1,
0,
0,
0,
0
] |
Title: Regression estimator for the tail index,
Abstract: Estimating the tail index parameter is one of the primal objectives in
extreme value theory. For heavy-tailed distributions the Hill estimator is the
most popular way to estimate the tail index parameter. Improving the Hill
estimator was aimed by recent works wi... | [
0,
0,
1,
1,
0,
0
] |
Title: Active modulation of electromagnetically induced transparency analogue in terahertz hybrid metal-graphene metamaterials,
Abstract: Metamaterial analogues of electromagnetically induced transparency (EIT) have
been intensively studied and widely employed for slow light and enhanced
nonlinear effects. In particula... | [
0,
1,
0,
0,
0,
0
] |
Title: The continuity equation with cusp singularities,
Abstract: In this paper we study a special case of the completion of cusp
Kähler-Einstein metric on the regular part of varieties by taking the
continuity method proposed by La Nave and Tian. The differential geometric and
algebro-geometric properties of the nonco... | [
0,
0,
1,
0,
0,
0
] |
Title: Simplicial Structures for Higher Order Hochschild Homology over the $d$-Sphere,
Abstract: For $d\geq1$, we study the simplicial structure of the chain complex
associated to the higher order Hochschild homology over the $d$-sphere. We
discuss $H_\bullet^{S^d}(A,M)$ by way of a bar-like resolution
$\mathcal{B}^d(A... | [
0,
0,
1,
0,
0,
0
] |
Title: Destination-Directed Trajectory Modeling and Prediction Using Conditionally Markov Sequences,
Abstract: In some problems there is information about the destination of a moving
object. An example is an airliner flying from an origin to a destination. Such
problems have three main components: an origin, a destinat... | [
1,
0,
0,
0,
0,
0
] |
Title: Monadic Second Order Logic with Measure and Category Quantifiers,
Abstract: We investigate the extension of Monadic Second Order logic, interpreted over
infinite words and trees, with generalized "for almost all" quantifiers
interpreted using the notions of Baire category and Lebesgue measure. | [
1,
0,
1,
0,
0,
0
] |
Title: Two-point correlation in wall turbulence according to the attached-eddy hypothesis,
Abstract: For the constant-stress layer of wall turbulence, two-point correlations of
velocity fluctuations are studied theoretically by using the attached-eddy
hypothesis, i.e., a phenomenological model of a random superposition... | [
0,
1,
0,
0,
0,
0
] |
Title: Variational problems with long-range interaction,
Abstract: We consider a class of variational problems for densities that repel each
other at distance. Typical examples are given by the Dirichlet functional and
the Rayleigh functional \[
D(\mathbf{u}) = \sum_{i=1}^k \int_{\Omega} |\nabla u_i|^2 \quad \text{or}
... | [
0,
0,
1,
0,
0,
0
] |
Title: On Breast Cancer Detection: An Application of Machine Learning Algorithms on the Wisconsin Diagnostic Dataset,
Abstract: This paper presents a comparison of six machine learning (ML) algorithms:
GRU-SVM (Agarap, 2017), Linear Regression, Multilayer Perceptron (MLP), Nearest
Neighbor (NN) search, Softmax Regressi... | [
1,
0,
0,
1,
0,
0
] |
Title: Loss Landscapes of Regularized Linear Autoencoders,
Abstract: Autoencoders are a deep learning model for representation learning. When
trained to minimize the Euclidean distance between the data and its
reconstruction, linear autoencoders (LAEs) learn the subspace spanned by the
top principal directions but cann... | [
1,
0,
0,
1,
0,
0
] |
Title: Enduring Lagrangian coherence of a Loop Current ring assessed using independent observations,
Abstract: Ocean flows are routinely inferred from low-resolution satellite altimetry
measurements of sea surface height assuming a geostrophic balance. Recent
nonlinear dynamical systems techniques have revealed that su... | [
0,
1,
0,
0,
0,
0
] |
Title: Nonparametric inference for continuous-time event counting and link-based dynamic network models,
Abstract: A flexible approach for modeling both dynamic event counting and dynamic
link-based networks based on counting processes is proposed, and estimation in
these models is studied. We consider nonparametric li... | [
0,
0,
1,
1,
0,
0
] |
Title: Optimal Pricing-Based Edge Computing Resource Management in Mobile Blockchain,
Abstract: As the core issue of blockchain, the mining requires solving a proof-of-work
puzzle, which is resource expensive to implement in mobile devices due to high
computing power needed. Thus, the development of blockchain in mobil... | [
1,
0,
0,
0,
0,
0
] |
Title: Automorphic vector bundles with global sections on $G$-${\tt Zip}^{\mathcal Z}$-schemes,
Abstract: A general conjecture is stated on the cone of automorphic vector bundles
admitting nonzero global sections on schemes endowed with a smooth, surjective
morphism to a stack of $G$-zips of connected-Hodge-type; such ... | [
0,
0,
1,
0,
0,
0
] |
Title: Composition and decomposition of GANs,
Abstract: In this work, we propose a composition/decomposition framework for
adversarially training generative models on composed data - data where each
sample can be thought of as being constructed from a fixed number of
components. In our framework, samples are generated ... | [
1,
0,
0,
1,
0,
0
] |
Title: Quasiconformal mappings and Hölder continuity,
Abstract: We establish that every $K$-quasiconformal mapping $w$ of the unit ball $\IB$
onto a $C^2$-Jordan domain $\Omega$ is Hölder continuous with constant
$\alpha= 2-\frac{n}{p}$, provided that its weak Laplacean $\Delta w$ is in $
L^p(\IB)$ for some $n/2<p<n$. ... | [
0,
0,
1,
0,
0,
0
] |
Title: Boundedness of averaging operators on geometrically doubling metric spaces,
Abstract: We prove that averaging operators are uniformly bounded on $L^1$ for all
geometrically doubling metric measure spaces, with bounds independent of the
measure. From this result, the $L^1$ convergence of averages as $r \to 0$
imm... | [
0,
0,
1,
0,
0,
0
] |
Title: Efficient Low-Order Approximation of First-Passage Time Distributions,
Abstract: We consider the problem of computing first-passage time distributions for
reaction processes modelled by master equations. We show that this generally
intractable class of problems is equivalent to a sequential Bayesian inference
pr... | [
0,
1,
0,
1,
0,
0
] |
Title: Delayed avalanches in Multi-Pixel Photon Counters,
Abstract: Hamamatsu Photonics introduced a new generation of their Multi-Pixel Photon
Counters in 2013 with significantly reduced after-pulsing rate. In this paper,
we investigate the causes of after-pulsing by testing pre-2013 and post-2013
devices using laser ... | [
0,
1,
0,
0,
0,
0
] |
Title: Dynamic Deep Neural Networks: Optimizing Accuracy-Efficiency Trade-offs by Selective Execution,
Abstract: We introduce Dynamic Deep Neural Networks (D2NN), a new type of feed-forward
deep neural network that allows selective execution. Given an input, only a
subset of D2NN neurons are executed, and the particula... | [
1,
0,
0,
1,
0,
0
] |
Title: Linear-Cost Covariance Functions for Gaussian Random Fields,
Abstract: Gaussian random fields (GRF) are a fundamental stochastic model for
spatiotemporal data analysis. An essential ingredient of GRF is the covariance
function that characterizes the joint Gaussian distribution of the field.
Commonly used covaria... | [
0,
0,
0,
1,
0,
0
] |
Title: Models of fault-tolerant distributed computation via dynamic epistemic logic,
Abstract: The computability power of a distributed computing model is determined by the
communication media available to the processes, the timing assumptions about
processes and communication, and the nature of failures that processes... | [
1,
0,
1,
0,
0,
0
] |
Title: Erratum: Higher Order Elicitability and Osband's Principle,
Abstract: This note corrects conditions in Proposition 3.4 and Theorem 5.2(ii) and
comments on imprecisions in Propositions 4.2 and 4.4 in Fissler and Ziegel
(2016). | [
0,
0,
1,
1,
0,
1
] |
Title: Staging Human-computer Dialogs: An Application of the Futamura Projections,
Abstract: We demonstrate an application of the Futamura Projections to human-computer
interaction, and particularly to staging human-computer dialogs. Specifically,
by providing staging analogs to the classical Futamura Projections, we
d... | [
1,
0,
0,
0,
0,
0
] |
Title: Enhancing synchronization in chaotic oscillators by induced heterogeneity,
Abstract: We report enhancing of complete synchronization in identical chaotic
oscillators when their interaction is mediated by a mismatched oscillator. The
identical oscillators now interact indirectly through the intermediate relay
osc... | [
0,
1,
0,
0,
0,
0
] |
Title: Compressed Sensing with Deep Image Prior and Learned Regularization,
Abstract: We propose a novel method for compressed sensing recovery using untrained
deep generative models. Our method is based on the recently proposed Deep Image
Prior (DIP), wherein the convolutional weights of the network are optimized to
m... | [
0,
0,
0,
1,
0,
0
] |
Title: Beamforming and Power Splitting Designs for AN-aided Secure Multi-user MIMO SWIPT Systems,
Abstract: In this paper, an energy harvesting scheme for a multi-user
multiple-input-multiple-output (MIMO) secrecy channel with artificial noise
(AN) transmission is investigated. Joint optimization of the transmit
beamfo... | [
1,
0,
0,
0,
0,
0
] |
Title: Spectral Properties of Tensor Products of Channels,
Abstract: We investigate spectral properties of the tensor products of two quantum
channels defined on matrix algebras. This leads to the important question of
when an arbitrary subalgebra can split into the tensor product of two
subalgebras. We show that for t... | [
0,
0,
1,
0,
0,
0
] |
Title: Integral Chow motives of threefolds with $K$-motives of unit type,
Abstract: We prove that if a smooth projective algebraic variety of dimension less or
equal to three has a unit type integral $K$-motive, then its integral Chow
motive is of Lefschetz type. As a consequence, the integral Chow motive is of
Lefsche... | [
0,
0,
1,
0,
0,
0
] |
Title: Efficient Recurrent Neural Networks using Structured Matrices in FPGAs,
Abstract: Recurrent Neural Networks (RNNs) are becoming increasingly important for time
series-related applications which require efficient and real-time
implementations. The recent pruning based work ESE suffers from degradation of
performa... | [
1,
0,
0,
1,
0,
0
] |
Title: Neural Architecture Search: A Survey,
Abstract: Deep Learning has enabled remarkable progress over the last years on a
variety of tasks, such as image recognition, speech recognition, and machine
translation. One crucial aspect for this progress are novel neural
architectures. Currently employed architectures ha... | [
0,
0,
0,
1,
0,
0
] |
Title: High Efficiency Power Side-Channel Attack Immunity using Noise Injection in Attenuated Signature Domain,
Abstract: With the advancement of technology in the last few decades, leading to the
widespread availability of miniaturized sensors and internet-connected things
(IoT), security of electronic devices has bec... | [
1,
0,
0,
0,
0,
0
] |
Title: Real-time monitoring of the structure of ultra thin Fe$_3$O$_4$ films during growth on Nb-doped SrTiO$_3$(001),
Abstract: In this work thin magnetite films were deposited on SrTiO$_3$ via reactive
molecular beam epitaxy at different substrate temperatures. The growth process
was monitored in-situ during depositi... | [
0,
1,
0,
0,
0,
0
] |
Title: Harnessing Flexible and Reliable Demand Response Under Customer Uncertainties,
Abstract: Demand response (DR) is a cost-effective and environmentally friendly
approach for mitigating the uncertainties in renewable energy integration by
taking advantage of the flexibility of customers' demands. However, existing ... | [
0,
0,
1,
0,
0,
0
] |
Title: GraphGAN: Graph Representation Learning with Generative Adversarial Nets,
Abstract: The goal of graph representation learning is to embed each vertex in a graph
into a low-dimensional vector space. Existing graph representation learning
methods can be classified into two categories: generative models that learn ... | [
1,
0,
0,
1,
0,
0
] |
Title: Accelerating Stochastic Gradient Descent For Least Squares Regression,
Abstract: There is widespread sentiment that it is not possible to effectively utilize
fast gradient methods (e.g. Nesterov's acceleration, conjugate gradient, heavy
ball) for the purposes of stochastic optimization due to their instability a... | [
0,
0,
1,
1,
0,
0
] |
Title: Topological Kondo insulators in one dimension: Continuous Haldane-type ground-state evolution from the strongly-interacting to the non-interacting limit,
Abstract: We study, by means of the density-matrix renormalization group (DMRG)
technique, the evolution of the ground state in a one-dimensional topological
i... | [
0,
1,
0,
0,
0,
0
] |
Title: A novel improved fuzzy support vector machine based stock price trend forecast model,
Abstract: Application of fuzzy support vector machine in stock price forecast. Support
vector machine is a new type of machine learning method proposed in 1990s. It
can deal with classification and regression problems very succ... | [
0,
0,
0,
1,
0,
1
] |
Title: Deformed Heisenberg Algebra with a minimal length: Application to some molecular potentials,
Abstract: We review the essentials of the formalism of quantum mechanics based on a
deformed Heisenbeg algebra, leading to the existence of a minimal length scale.
We compute in this context, the energy spectra of the ps... | [
0,
1,
0,
0,
0,
0
] |
Title: Protonation induced high-Tc phases in iron-based superconductors evidenced by NMR and magnetization measurements,
Abstract: Chemical substitution during growth is a well-established method to
manipulate electronic states of quantum materials, and leads to rich spectra of
phase diagrams in cuprate and iron-based ... | [
0,
1,
0,
0,
0,
0
] |
Title: Spectral Estimation of Plasma Fluctuations I: Comparison of Methods,
Abstract: The relative root mean squared errors (RMSE) of nonparametric methods for
spectral estimation is compared for microwave scattering data of plasma
fluctuations. These methods reduce the variance of the periodogram estimate by
averaging... | [
0,
0,
0,
1,
0,
0
] |
Title: Angles between curves in metric measure spaces,
Abstract: The goal of the paper is to study the angle between two curves in the
framework of metric (and metric measure) spaces. More precisely, we give a new
notion of angle between two curves in a metric space. Such a notion has a
natural interplay with optimal t... | [
0,
0,
1,
0,
0,
0
] |
Title: A Hybrid Multiscale Model for Cancer Invasion of the Extracellular Matrix,
Abstract: The ability to locally degrade the extracellular matrix (ECM) and interact
with the tumour microenvironment is a key process distinguishing cancer from
normal cells, and is a critical step in the metastatic spread of the tumour.... | [
0,
0,
0,
0,
1,
0
] |
Title: Differential quadrature method for space-fractional diffusion equations on 2D irregular domains,
Abstract: In mathematical physics, the space-fractional diffusion equations are of
particular interest in the studies of physical phenomena modelled by Lévy
processes, which are sometimes called super-diffusion equat... | [
0,
0,
1,
0,
0,
0
] |
Title: Positivstellensatzë for noncommutative rational expressions,
Abstract: We derive some Positivstellensatzë for noncommutative rational expressions
from the Positivstellensatzë for noncommutative polynomials. Specifically, we
show that if a noncommutative rational expression is positive on a polynomially
convex se... | [
0,
0,
1,
0,
0,
0
] |
Title: Cohesion-based Online Actor-Critic Reinforcement Learning for mHealth Intervention,
Abstract: In the wake of the vast population of smart device users worldwide, mobile
health (mHealth) technologies are hopeful to generate positive and wide
influence on people's health. They are able to provide flexible, afforda... | [
1,
0,
0,
0,
0,
0
] |
Title: The minus order and range additivity,
Abstract: We study the minus order on the algebra of bounded linear operators on a
Hilbert space. By giving a characterization in terms of range additivity, we
show that the intrinsic nature of the minus order is algebraic. Applications to
generalized inverses of the sum of ... | [
0,
0,
1,
0,
0,
0
] |
Title: Rigidity-induced scale invariance in polymer ejection from capsid,
Abstract: While the dynamics of a fully flexible polymer ejecting a capsid through a
nanopore has been extensively studied, the ejection dynamics of semiflexible
polymers has not been properly characterized. Here we report results from
simulation... | [
0,
1,
0,
0,
0,
0
] |
Title: A Cloud-based Service for Real-Time Performance Evaluation of NoSQL Databases,
Abstract: We have created a cloud-based service that allows the end users to run tests
on multiple different databases to find which databases are most suitable for
their project. From our research, we could not find another applicati... | [
1,
0,
0,
0,
0,
0
] |
Title: On hyperballeans of bounded geometry,
Abstract: A ballean (or coarse structure) is a set endowed with some family of subsets,
the balls, is such a way that balleans with corresponding morphisms can be
considered as asymptotic counterparts of uniform topological spaces. For a
ballean $\mathcal{B}$ on a set $X$, t... | [
0,
0,
1,
0,
0,
0
] |
Title: Bayesian model selection consistency and oracle inequality with intractable marginal likelihood,
Abstract: In this article, we investigate large sample properties of model selection
procedures in a general Bayesian framework when a closed form expression of the
marginal likelihood function is not available or a ... | [
0,
0,
1,
1,
0,
0
] |
Title: ChimpCheck: Property-Based Randomized Test Generation for Interactive Apps,
Abstract: We consider the problem of generating relevant execution traces to test rich
interactive applications. Rich interactive applications, such as apps on mobile
platforms, are complex stateful and often distributed systems where
su... | [
1,
0,
0,
0,
0,
0
] |
Title: Mathematical analysis of pulsatile flow, vortex breakdown and instantaneous blow-up for the axisymmetric Euler equations,
Abstract: The dynamics along the particle trajectories for the 3D axisymmetric Euler
equations are considered. It is shown that if the inflow is rapidly increasing
(pushy) in time, the corres... | [
0,
0,
1,
0,
0,
0
] |
Title: Resilient Feedback Controller Design For Linear Model of Power Grids,
Abstract: In this paper, a resilient controller is designed for the linear
time-invariant (LTI) systems subject to attacks on the sensors and the
actuators. A novel probabilistic attack model is proposed to capture
vulnerabilities of the commu... | [
1,
0,
0,
0,
0,
0
] |
Title: Integrability of dispersionless Hirota type equations in 4D and the symplectic Monge-Ampere property,
Abstract: We prove that integrability of a dispersionless Hirota type equation implies
the symplectic Monge-Ampere property in any dimension $\geq 4$. In 4D this
yields a complete classification of integrable di... | [
0,
1,
1,
0,
0,
0
] |
Title: Optimal stopping via reinforced regression,
Abstract: In this note we propose a new approach towards solving numerically optimal
stopping problems via reinforced regression based Monte Carlo algorithms. The
main idea of the method is to reinforce standard linear regression algorithms
in each backward induction s... | [
0,
0,
0,
1,
0,
0
] |
Title: Least informative distributions in Maximum q-log-likelihood estimation,
Abstract: We use the Maximum $q$-log-likelihood estimation for Least informative
distributions (LID) in order to estimate the parameters in probability density
functions (PDFs) efficiently and robustly when data include outlier(s). LIDs
are ... | [
0,
0,
1,
1,
0,
0
] |
Title: Visual analytics for loan guarantee network risk management,
Abstract: Groups of enterprises guarantee each other and form complex guarantee
networks when they try to obtain loans from banks. Such secured loan can
enhance the solvency and promote the rapid growth in the economic upturn
period. However, potential... | [
1,
0,
0,
0,
0,
0
] |
Title: Pronunciation recognition of English phonemes /\textipa{@}/, /æ/, /\textipa{A}:/ and /\textipa{2}/ using Formants and Mel Frequency Cepstral Coefficients,
Abstract: The Vocal Joystick Vowel Corpus, by Washington University, was used to study
monophthongs pronounced by native English speakers. The objective of th... | [
1,
0,
0,
0,
0,
0
] |
Title: Vulnerability to pandemics in a rapidly urbanizing society,
Abstract: We examine salient trends of influenza pandemics in Australia, a rapidly
urbanizing nation. To do so, we implement state-of-the-art influenza
transmission and progression models within a large-scale stochastic computer
simulation, generated us... | [
0,
0,
0,
0,
1,
0
] |
Title: Theoretical aspects of microscale acoustofluidics,
Abstract: Henrik Bruus is professor of lab-chip systems and theoretical physics at the
Technical University of Denmark. In this contribution, he summarizes some of
the recent results within theory and simulation of microscale acoustofluidic
systems that he has o... | [
0,
0,
0,
0,
1,
0
] |
Title: Context Generation from Formal Specifications for C Analysis Tools,
Abstract: Analysis tools like abstract interpreters, symbolic execution tools and
testing tools usually require a proper context to give useful results when
analyzing a particular function. Such a context initializes the function
parameters and ... | [
1,
0,
0,
0,
0,
0
] |
Title: Gradient Descent with Random Initialization: Fast Global Convergence for Nonconvex Phase Retrieval,
Abstract: This paper considers the problem of solving systems of quadratic equations,
namely, recovering an object of interest
$\mathbf{x}^{\natural}\in\mathbb{R}^{n}$ from $m$ quadratic equations/samples
$y_{i}=(... | [
0,
0,
0,
1,
0,
0
] |
Title: Unifying and Generalizing Methods for Removing Unwanted Variation Based on Negative Controls,
Abstract: Unwanted variation, including hidden confounding, is a well-known problem in
many fields, particularly large-scale gene expression studies. Recent proposals
to use control genes --- genes assumed to be unassoc... | [
0,
0,
1,
1,
0,
0
] |
Title: Quantum-Accurate Molecular Dynamics Potential for Tungsten,
Abstract: The purpose of this short contribution is to report on the development of a
Spectral Neighbor Analysis Potential (SNAP) for tungsten. We have focused on
the characterization of elastic and defect properties of the pure material in
order to sup... | [
0,
1,
0,
0,
0,
0
] |
Title: An empirical evaluation of alternative methods of estimation for Permutation Entropy in time series with tied values,
Abstract: Bandt and Pompe introduced Permutation Entropy in 2002 for Time Series where
equal values, xt1 = xt2, t1 = t2, were neglected and only inequalities between
the xt were considered. Since... | [
0,
0,
0,
1,
0,
0
] |
Title: MIMIC-CXR: A large publicly available database of labeled chest radiographs,
Abstract: Chest radiography is an extremely powerful imaging modality, allowing for a
detailed inspection of a patient's thorax, but requiring specialized training
for proper interpretation. With the advent of high performance general p... | [
1,
0,
0,
0,
0,
0
] |
Title: Convolutional Neural Networks for Page Segmentation of Historical Document Images,
Abstract: This paper presents a Convolutional Neural Network (CNN) based page
segmentation method for handwritten historical document images. We consider
page segmentation as a pixel labeling problem, i.e., each pixel is classifie... | [
1,
0,
0,
1,
0,
0
] |
Title: Localized Quantitative Criteria for Equidistribution,
Abstract: Let $(x_n)_{n=1}^{\infty}$ be a sequence on the torus $\mathbb{T}$
(normalized to length 1). We show that if there exists a sequence of positive
real numbers $(t_n)_{n=1}^{\infty}$ converging to 0 such that $$ \lim_{N
\rightarrow \infty}{\frac{1}{N^... | [
0,
0,
1,
0,
0,
0
] |
Title: Disturbance propagation, inertia location and slow modes in large-scale high voltage power grids,
Abstract: Conventional generators in power grids are steadily substituted with new
renewable sources of electric power. The latter are connected to the grid via
inverters and as such have little, if any rotational i... | [
1,
0,
0,
0,
0,
0
] |
Title: Investigating the Characteristics of One-Sided Matching Mechanisms Under Various Preferences and Risk Attitudes,
Abstract: One-sided matching mechanisms are fundamental for assigning a set of
indivisible objects to a set of self-interested agents when monetary transfers
are not allowed. Two widely-studied random... | [
1,
0,
0,
0,
0,
0
] |
Title: MIDI-VAE: Modeling Dynamics and Instrumentation of Music with Applications to Style Transfer,
Abstract: We introduce MIDI-VAE, a neural network model based on Variational
Autoencoders that is capable of handling polyphonic music with multiple
instrument tracks, as well as modeling the dynamics of music by incorp... | [
1,
0,
0,
0,
0,
0
] |
Title: A General Deep Learning Framework for Structure and Dynamics Reconstruction from Time Series Data,
Abstract: In this work, we present Gumbel Graph Network, a model-free deep learning
framework for dynamics learning and network reconstruction from the observed
time series data. Our method requires no prior knowle... | [
1,
0,
0,
0,
0,
0
] |
Title: Disorder robustness and protection of Majorana bound states in ferromagnetic chains on conventional superconductors,
Abstract: Majorana bound states (MBS) are well-established in the clean limit in chains
of ferromagnetically aligned impurities deposited on conventional
superconductors with finite spin-orbit cou... | [
0,
1,
0,
0,
0,
0
] |
Title: Characterisation of novel prototypes of monolithic HV-CMOS pixel detectors for high energy physics experiments,
Abstract: An upgrade of the ATLAS experiment for the High Luminosity phase of LHC is
planned for 2024 and foresees the replacement of the present Inner Detector
(ID) with a new Inner Tracker (ITk) comp... | [
0,
1,
0,
0,
0,
0
] |
Title: End-to-end DNN Based Speaker Recognition Inspired by i-vector and PLDA,
Abstract: Recently several end-to-end speaker verification systems based on deep neural
networks (DNNs) have been proposed. These systems have been proven to be
competitive for text-dependent tasks as well as for text-independent tasks with
... | [
1,
0,
0,
0,
0,
0
] |
Title: Motivic infinite loop spaces,
Abstract: We prove a recognition principle for motivic infinite P1-loop spaces over a
perfect field. This is achieved by developing a theory of framed motivic
spaces, which is a motivic analogue of the theory of E-infinity-spaces. A
framed motivic space is a motivic space equipped w... | [
0,
0,
1,
0,
0,
0
] |
Title: Dimer correlation amplitudes and dimer excitation gap in spin-1/2 XXZ and Heisenberg chains,
Abstract: Correlation functions of dimer operators, the product operators of spins on
two adjacent sites, are studied in the spin-$\frac{1}{2}$ XXZ chain in the
critical regime. The amplitudes of the leading oscillating ... | [
0,
1,
0,
0,
0,
0
] |
Title: Spectrum Access In Cognitive Radio Using A Two Stage Reinforcement Learning Approach,
Abstract: With the advent of the 5th generation of wireless standards and an increasing
demand for higher throughput, methods to improve the spectral efficiency of
wireless systems have become very important. In the context of ... | [
1,
0,
0,
0,
0,
0
] |
Title: Charge transport through a single molecule of trans-1-bis-diazofluorene [60]fullerene,
Abstract: Fullerenes have attracted interest for their possible applications in various
electronic, biological, and optoelectronic devices. However, for efficient use
in such devices, a suitable anchoring group has to be emplo... | [
0,
1,
0,
0,
0,
0
] |
Title: Blind Spots for Direct Detection with Simplified DM Models and the LHC,
Abstract: Using the existing simplified model framework, we build several dark matter
models which have suppressed spin-independent scattering cross section. We show
that the scattering cross section can vanish due to interference effects wi... | [
0,
1,
0,
0,
0,
0
] |
Title: Experiments of posture estimation on vehicles using wearable acceleration sensors,
Abstract: In this paper, we study methods to estimate drivers' posture in vehicles
using acceleration data of wearable sensor and conduct a field test. Recently,
sensor technologies have been progressed. Solutions of safety manage... | [
1,
0,
0,
0,
0,
0
] |
Title: Matrix Completion Based Localization in the Internet of Things Network,
Abstract: In order to make a proper reaction to the collected information from internet
of things (IoT) devices, location information of things should be available at
the data center. One challenge for the massive IoT networks is to identify... | [
1,
0,
0,
0,
0,
0
] |
Title: Hypersurfaces with nonnegative Ricci curvature in hyperbolic space,
Abstract: Based on properties of n-subharmonic functions we show that a complete,
noncompact, properly embedded hypersurface with nonnegative Ricci curvature in
hyperbolic space has an asymptotic boundary at infinity of at most two points.
Moreo... | [
0,
0,
1,
0,
0,
0
] |
Title: Achieving the time of $1$-NN, but the accuracy of $k$-NN,
Abstract: We propose a simple approach which, given distributed computing resources,
can nearly achieve the accuracy of $k$-NN prediction, while matching (or
improving) the faster prediction time of $1$-NN. The approach consists of
aggregating denoised $1... | [
0,
0,
1,
1,
0,
0
] |
Title: A note on unitizations of generalized effect algebras,
Abstract: There is a forgetful functor from the category of generalized effect algebras
to the category of effect algebras. We prove that this functor is a right
adjoint and that the corresponding left adjoint is the well-known unitization
construction by He... | [
0,
0,
1,
0,
0,
0
] |
Title: Real and Complex Integrals on Spheres and Balls,
Abstract: We evaluate integrals of certain polynomials over spheres and balls in real
or complex spaces. We also promote the use of the Pochhammer symbol which gives
the values of our integrals in compact forms. | [
0,
0,
1,
0,
0,
0
] |
Title: Spin dynamics of FeGa$_{3-x}$Ge$_x$ studied by Electron Spin Resonance,
Abstract: The intermetallic semiconductor FeGa$_{3}$ acquires itinerant ferromagnetism
upon electron doping by a partial replacement of Ga with Ge. We studied the
electron spin resonance (ESR) of high-quality single crystals of
FeGa$_{3-x}$G... | [
0,
1,
0,
0,
0,
0
] |
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