text stringlengths 57 2.88k | labels listlengths 6 6 |
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Title: Closure operators, frames, and neatest representations,
Abstract: Given a poset $P$ and a standard closure operator $\Gamma:\wp(P)\to\wp(P)$ we
give a necessary and sufficient condition for the lattice of $\Gamma$-closed
sets of $\wp(P)$ to be a frame in terms of the recursive construction of the
$\Gamma$-closur... | [
0,
0,
1,
0,
0,
0
] |
Title: The structure of rationally factorized Lax type flows and their analytical integrability,
Abstract: The work is devoted to constructing a wide class of differential-functional
dynamical systems, whose rich algebraic structure makes their integrability
analytically effective. In particular, there is analyzed in d... | [
0,
1,
0,
0,
0,
0
] |
Title: Multiplex core-periphery organization of the human connectome,
Abstract: The behavior of many complex systems is determined by a core of densely
interconnected units. While many methods are available to identify the core of
a network when connections between nodes are all of the same type, a principled
approach ... | [
1,
0,
0,
0,
1,
0
] |
Title: Towards Learned Clauses Database Reduction Strategies Based on Dominance Relationship,
Abstract: Clause Learning is one of the most important components of a conflict driven
clause learning (CDCL) SAT solver that is effective on industrial instances.
Since the number of learned clauses is proved to be exponentia... | [
1,
0,
0,
0,
0,
0
] |
Title: Global well-posedness of the 3D primitive equations with horizontal viscosity and vertical diffusivity,
Abstract: In this paper, we consider the 3D primitive equations of oceanic and
atmospheric dynamics with only horizontal eddy viscosities in the horizontal
momentum equations and only vertical diffusivity in t... | [
0,
1,
1,
0,
0,
0
] |
Title: An Incentive-Based Online Optimization Framework for Distribution Grids,
Abstract: This paper formulates a time-varying social-welfare maximization problem for
distribution grids with distributed energy resources (DERs) and develops online
distributed algorithms to identify (and track) its solutions. In the cons... | [
1,
0,
1,
0,
0,
0
] |
Title: Towards a scientific blockchain framework for reproducible data analysis,
Abstract: Publishing reproducible analyses is a long-standing and widespread challenge
for the scientific community, funding bodies and publishers. Although a
definitive solution is still elusive, the problem is recognized to affect all
di... | [
1,
0,
0,
0,
0,
0
] |
Title: Time Series Anomaly Detection; Detection of anomalous drops with limited features and sparse examples in noisy highly periodic data,
Abstract: Google uses continuous streams of data from industry partners in order to
deliver accurate results to users. Unexpected drops in traffic can be an
indication of an underl... | [
1,
0,
0,
1,
0,
0
] |
Title: Comparison of Self-Aware and Organic Computing Systems,
Abstract: With increasing complexity and heterogeneity of computing devices, it has
become crucial for system to be autonomous, adaptive to dynamic environment,
robust, flexible, and having so called self-*properties. These autonomous
systems are called org... | [
1,
0,
0,
0,
0,
0
] |
Title: First Order Methods beyond Convexity and Lipschitz Gradient Continuity with Applications to Quadratic Inverse Problems,
Abstract: We focus on nonconvex and nonsmooth minimization problems with a composite
objective, where the differentiable part of the objective is freed from the
usual and restrictive global Lip... | [
1,
0,
1,
0,
0,
0
] |
Title: Robust Bayesian Optimization with Student-t Likelihood,
Abstract: Bayesian optimization has recently attracted the attention of the automatic
machine learning community for its excellent results in hyperparameter tuning.
BO is characterized by the sample efficiency with which it can optimize
expensive black-box ... | [
1,
0,
0,
1,
0,
0
] |
Title: Estimating Tactile Data for Adaptive Grasping of Novel Objects,
Abstract: We present an adaptive grasping method that finds stable grasps on novel
objects. The main contributions of this paper is in the computation of the
probability of success of grasps in the vicinity of an already applied grasp.
Our method pe... | [
1,
0,
0,
0,
0,
0
] |
Title: Near-UV OH Prompt Emission in the Innermost Coma of 103P/Hartley 2,
Abstract: The Deep Impact spacecraft fly-by of comet 103P/Hartley 2 occurred on 2010
November 4, one week after perihelion with a closest approach (CA) distance of
about 700 km. We used narrowband images obtained by the Medium Resolution
Imager ... | [
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0,
0,
0,
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] |
Title: A gradient estimate for nonlocal minimal graphs,
Abstract: We consider the class of measurable functions defined in all of
$\mathbb{R}^n$ that give rise to a nonlocal minimal graph over a ball of
$\mathbb{R}^n$. We establish that the gradient of any such function is bounded
in the interior of the ball by a power... | [
0,
0,
1,
0,
0,
0
] |
Title: The GAPS Programme with HARPS-N@TNG XIV. Investigating giant planet migration history via improved eccentricity and mass determination for 231 transiting planets,
Abstract: We carried out a Bayesian homogeneous determination of the orbital parameters
of 231 transiting giant planets (TGPs) that are alone or have ... | [
0,
1,
0,
0,
0,
0
] |
Title: Reinforcement Learning using Augmented Neural Networks,
Abstract: Neural networks allow Q-learning reinforcement learning agents such as deep
Q-networks (DQN) to approximate complex mappings from state spaces to value
functions. However, this also brings drawbacks when compared to other function
approximators su... | [
0,
0,
0,
1,
0,
0
] |
Title: Perishability of Data: Dynamic Pricing under Varying-Coefficient Models,
Abstract: We consider a firm that sells a large number of products to its customers in
an online fashion. Each product is described by a high dimensional feature
vector, and the market value of a product is assumed to be linear in the value... | [
1,
0,
0,
1,
0,
0
] |
Title: Fractional quantum Hall systems near nematicity: bimetric theory, composite fermions, and Dirac brackets,
Abstract: We perform a detailed comparison of the Dirac composite fermion and the
recently proposed bimetric theory for a quantum Hall Jain states near half
filling. By tuning the composite Fermi liquid to t... | [
0,
1,
0,
0,
0,
0
] |
Title: Recognizing Objects In-the-wild: Where Do We Stand?,
Abstract: The ability to recognize objects is an essential skill for a robotic system
acting in human-populated environments. Despite decades of effort from the
robotic and vision research communities, robots are still missing good visual
perceptual systems, p... | [
1,
0,
0,
0,
0,
0
] |
Title: Generalizing Geometric Brownian Motion,
Abstract: To convert standard Brownian motion $Z$ into a positive process, Geometric
Brownian motion (GBM) $e^{\beta Z_t}, \beta >0$ is widely used. We generalize
this positive process by introducing an asymmetry parameter $ \alpha \geq 0$
which describes the instantaneous... | [
0,
0,
0,
0,
0,
1
] |
Title: Speculation On a Source of Dark Matter,
Abstract: By drawing an analogy with superfluid 4He vortices we suggest that dark
matter may consist of irreducibly small remnants of cosmic strings. | [
0,
1,
0,
0,
0,
0
] |
Title: Response Formulae for $n$-point Correlations in Statistical Mechanical Systems and Application to a Problem of Coarse Graining,
Abstract: Predicting the response of a system to perturbations is a key challenge in
mathematical and natural sciences. Under suitable conditions on the nature of
the system, of the per... | [
0,
1,
1,
0,
0,
0
] |
Title: Randomized Kernel Methods for Least-Squares Support Vector Machines,
Abstract: The least-squares support vector machine is a frequently used kernel method
for non-linear regression and classification tasks. Here we discuss several
approximation algorithms for the least-squares support vector machine
classifier. ... | [
1,
0,
0,
1,
0,
0
] |
Title: Short-time behavior of the heat kernel and Weyl's law on $RCD^*(K, N)$-spaces,
Abstract: In this paper, we prove pointwise convergence of heat kernels for
mGH-convergent sequences of $RCD^*(K,N)$-spaces. We obtain as a corollary
results on the short-time behavior of the heat kernel in $RCD^*(K,N)$-spaces.
We use... | [
0,
0,
1,
0,
0,
0
] |
Title: Football and Beer - a Social Media Analysis on Twitter in Context of the FIFA Football World Cup 2018,
Abstract: In many societies alcohol is a legal and common recreational substance and
socially accepted. Alcohol consumption often comes along with social events as
it helps people to increase their sociability ... | [
1,
0,
0,
0,
0,
0
] |
Title: Cross-stream migration of a surfactant-laden deformable droplet in a Poiseuille flow,
Abstract: The motion of a viscous deformable droplet suspended in an unbounded
Poiseuille flow in the presence of bulk-insoluble surfactants is studied
analytically. Assuming the convective transport of fluid and heat to be
neg... | [
0,
1,
0,
0,
0,
0
] |
Title: PCA in Data-Dependent Noise (Correlated-PCA): Nearly Optimal Finite Sample Guarantees,
Abstract: We study Principal Component Analysis (PCA) in a setting where a part of the
corrupting noise is data-dependent and, as a result, the noise and the true
data are correlated. Under a bounded-ness assumption on the tru... | [
1,
0,
0,
1,
0,
0
] |
Title: SING: Symbol-to-Instrument Neural Generator,
Abstract: Recent progress in deep learning for audio synthesis opens the way to models
that directly produce the waveform, shifting away from the traditional paradigm
of relying on vocoders or MIDI synthesizers for speech or music generation.
Despite their successes, ... | [
1,
0,
0,
0,
0,
0
] |
Title: Neural IR Meets Graph Embedding: A Ranking Model for Product Search,
Abstract: Recently, neural models for information retrieval are becoming increasingly
popular. They provide effective approaches for product search due to their
competitive advantages in semantic matching. However, it is challenging to use
grap... | [
1,
0,
0,
0,
0,
0
] |
Title: Lyapunov exponents for products of matrices,
Abstract: Let ${\bf M}=(M_1,\ldots, M_k)$ be a tuple of real $d\times d$ matrices.
Under certain irreducibility assumptions, we give checkable criteria for
deciding whether ${\bf M}$ possesses the following property: there exist two
constants $\lambda\in {\Bbb R}$ and... | [
0,
0,
1,
0,
0,
0
] |
Title: Group-Server Queues,
Abstract: By analyzing energy-efficient management of data centers, this paper proposes
and develops a class of interesting {\it Group-Server Queues}, and establishes
two representative group-server queues through loss networks and impatient
customers, respectively. Furthermore, such two gro... | [
1,
0,
0,
0,
0,
0
] |
Title: MC$^2$: Multi-wavelength and dynamical analysis of the merging galaxy cluster ZwCl 0008.8+5215: An older and less massive Bullet Cluster,
Abstract: We analyze a rich dataset including Subaru/SuprimeCam, HST/ACS and WFC3,
Keck/DEIMOS, Chandra/ACIS-I, and JVLA/C and D array for the merging galaxy
cluster ZwCl 0008... | [
0,
1,
0,
0,
0,
0
] |
Title: Bayesian adaptive bandit-based designs using the Gittins index for multi-armed trials with normally distributed endpoints,
Abstract: Adaptive designs for multi-armed clinical trials have become increasingly
popular recently in many areas of medical research because of their potential
to shorten development times... | [
0,
0,
0,
1,
0,
0
] |
Title: Strong Convergence Rate of Splitting Schemes for Stochastic Nonlinear Schrödinger Equations,
Abstract: We prove the optimal strong convergence rate of a fully discrete scheme,
based on a splitting approach, for a stochastic nonlinear Schrödinger (NLS)
equation. The main novelty of our method lies on the uniform ... | [
0,
0,
1,
0,
0,
0
] |
Title: Is Task Board Customization Beneficial? - An Eye Tracking Study,
Abstract: The task board is an essential artifact in many agile development approaches.
It provides a good overview of the project status. Teams often customize their
task boards according to the team members' needs. They modify the structure of
bo... | [
1,
0,
0,
0,
0,
0
] |
Title: Characterizing the impact of model error in hydrogeologic time series recovery inverse problems,
Abstract: Hydrogeologic models are commonly over-smoothed relative to reality, owing to
the difficulty of obtaining accurate high-resolution information about the
subsurface. When used in an inversion context, such m... | [
0,
0,
1,
0,
0,
0
] |
Title: Suszko's Problem: Mixed Consequence and Compositionality,
Abstract: Suszko's problem is the problem of finding the minimal number of truth values
needed to semantically characterize a syntactic consequence relation. Suszko
proved that every Tarskian consequence relation can be characterized using only
two truth ... | [
1,
0,
1,
0,
0,
0
] |
Title: Optimization of distributions differences for classification,
Abstract: In this paper we introduce a new classification algorithm called Optimization
of Distributions Differences (ODD). The algorithm aims to find a transformation
from the feature space to a new space where the instances in the same class are
as ... | [
1,
0,
0,
1,
0,
0
] |
Title: Synthesis, Crystal Structure, and Physical Properties of New Layered Oxychalcogenide La2O2Bi3AgS6,
Abstract: We have synthesized a new layered oxychalcogenide La2O2Bi3AgS6. From
synchrotron X-ray diffraction and Rietveld refinement, the crystal structure of
La2O2Bi3AgS6 was refined using a model of the P4/nmm sp... | [
0,
1,
0,
0,
0,
0
] |
Title: Simulation to scaled city: zero-shot policy transfer for traffic control via autonomous vehicles,
Abstract: Using deep reinforcement learning, we train control policies for autonomous
vehicles leading a platoon of vehicles onto a roundabout. Using Flow, a library
for deep reinforcement learning in micro-simulato... | [
1,
0,
0,
0,
0,
0
] |
Title: Relative Singularity Categories,
Abstract: We study the following generalization of singularity categories. Let X be a
quasi-projective Gorenstein scheme with isolated singularities and A a
non-commutative resolution of singularities of X in the sense of Van den Bergh.
We introduce the relative singularity categ... | [
0,
0,
1,
0,
0,
0
] |
Title: Arimoto-Rényi Conditional Entropy and Bayesian $M$-ary Hypothesis Testing,
Abstract: This paper gives upper and lower bounds on the minimum error probability of
Bayesian $M$-ary hypothesis testing in terms of the Arimoto-Rényi conditional
entropy of an arbitrary order $\alpha$. The improved tightness of these bo... | [
1,
0,
1,
1,
0,
0
] |
Title: Real-Time Model Predictive Control for Energy Management in Autonomous Underwater Vehicle,
Abstract: Improving endurance is crucial for extending the spatial and temporal
operation range of autonomous underwater vehicles (AUVs). Considering the
hardware constraints and the performance requirements, an intelligen... | [
1,
0,
0,
0,
0,
0
] |
Title: A modal typing system for self-referential programs and specifications,
Abstract: This paper proposes a modal typing system that enables us to handle
self-referential formulae, including ones with negative self-references, which
on one hand, would introduce a logical contradiction, namely Russell's paradox,
in t... | [
1,
0,
0,
0,
0,
0
] |
Title: Stacking and stability,
Abstract: Stacking is a general approach for combining multiple models toward greater
predictive accuracy. It has found various application across different domains,
ensuing from its meta-learning nature. Our understanding, nevertheless, on how
and why stacking works remains intuitive and... | [
1,
0,
0,
1,
0,
0
] |
Title: Accelerated Consensus via Min-Sum Splitting,
Abstract: We apply the Min-Sum message-passing protocol to solve the consensus problem
in distributed optimization. We show that while the ordinary Min-Sum algorithm
does not converge, a modified version of it known as Splitting yields
convergence to the problem solut... | [
0,
0,
1,
0,
0,
0
] |
Title: Constraining the Milky Way assembly history with Galactic Archaeology. Ludwig Biermann Award Lecture 2015,
Abstract: The aim of Galactic Archaeology is to recover the evolutionary history of the
Milky Way from its present day kinematical and chemical state. Because stars
move away from their birth sites, the cur... | [
0,
1,
0,
0,
0,
0
] |
Title: A unified view of entropy-regularized Markov decision processes,
Abstract: We propose a general framework for entropy-regularized average-reward
reinforcement learning in Markov decision processes (MDPs). Our approach is
based on extending the linear-programming formulation of policy optimization in
MDPs to acco... | [
1,
0,
0,
1,
0,
0
] |
Title: Arithmetic Circuits for Multilevel Qudits Based on Quantum Fourier Transform,
Abstract: We present some basic integer arithmetic quantum circuits, such as adders and
multipliers-accumulators of various forms, as well as diagonal operators, which
operate on multilevel qudits. The integers to be processed are repr... | [
1,
0,
0,
0,
0,
0
] |
Title: Strong and broadly tunable plasmon resonances in thick films of aligned carbon nanotubes,
Abstract: Low-dimensional plasmonic materials can function as high quality terahertz
and infrared antennas at deep subwavelength scales. Despite these antennas'
strong coupling to electromagnetic fields, there is a pressing... | [
0,
1,
0,
0,
0,
0
] |
Title: Computation of annular capacity by Hamiltonian Floer theory of non-contractible periodic trajectories,
Abstract: The first author introduced a relative symplectic capacity $C$ for a
symplectic manifold $(N,\omega_N)$ and its subset $X$ which measures the
existence of non-contractible periodic trajectories of Ham... | [
0,
0,
1,
0,
0,
0
] |
Title: Optical Angular Momentum in Classical Electrodynamics,
Abstract: Invoking Maxwell's classical equations in conjunction with expressions for
the electromagnetic (EM) energy, momentum, force, and torque, we use a few
simple examples to demonstrate the nature of the EM angular momentum. The
energy and the angular m... | [
0,
1,
0,
0,
0,
0
] |
Title: Efficient variational Bayesian neural network ensembles for outlier detection,
Abstract: In this work we perform outlier detection using ensembles of neural networks
obtained by variational approximation of the posterior in a Bayesian neural
network setting. The variational parameters are obtained by sampling fr... | [
1,
0,
0,
1,
0,
0
] |
Title: Siamese Network of Deep Fisher-Vector Descriptors for Image Retrieval,
Abstract: This paper addresses the problem of large scale image retrieval, with the aim
of accurately ranking the similarity of a large number of images to a given
query image. To achieve this, we propose a novel Siamese network. This network... | [
1,
0,
0,
0,
0,
0
] |
Title: Gender Disparities in Science? Dropout, Productivity, Collaborations and Success of Male and Female Computer Scientists,
Abstract: Scientific collaborations shape ideas as well as innovations and are both the
substrate for, and the outcome of, academic careers. Recent studies show that
gender inequality is still... | [
1,
1,
0,
0,
0,
0
] |
Title: Estimating a network from multiple noisy realizations,
Abstract: Complex interactions between entities are often represented as edges in a
network. In practice, the network is often constructed from noisy measurements
and inevitably contains some errors. In this paper we consider the problem of
estimating a netw... | [
0,
0,
1,
1,
0,
0
] |
Title: Experimental investigations on nucleation, bubble growth, and micro-explosion characteristics during the combustion of ethanol/Jet A-1 fuel droplets,
Abstract: The combustion characteristics of ethanol/Jet A-1 fuel droplets having three
different proportions of ethanol (10%, 30%, and 50% by vol.) are investigate... | [
0,
1,
0,
0,
0,
0
] |
Title: How Generative Adversarial Networks and Their Variants Work: An Overview,
Abstract: Generative Adversarial Networks (GAN) have received wide attention in the
machine learning field for their potential to learn high-dimensional, complex
real data distribution. Specifically, they do not rely on any assumptions abo... | [
1,
0,
0,
0,
0,
0
] |
Title: Principal Boundary on Riemannian Manifolds,
Abstract: We revisit the classification problem and focus on nonlinear methods for
classification on manifolds. For multivariate datasets lying on an embedded
nonlinear Riemannian manifold within the higher-dimensional space, our aim is
to acquire a classification boun... | [
1,
0,
0,
1,
0,
0
] |
Title: Numerical investigations of non-uniqueness for the Navier-Stokes initial value problem in borderline spaces,
Abstract: We consider the Cauchy problem for the incompressible Navier-Stokes equations
in $\mathbb{R}^3$ for a one-parameter family of explicit scale-invariant
axi-symmetric initial data, which is smooth... | [
0,
1,
1,
0,
0,
0
] |
Title: Time-lagged autoencoders: Deep learning of slow collective variables for molecular kinetics,
Abstract: Inspired by the success of deep learning techniques in the physical and
chemical sciences, we apply a modification of an autoencoder type deep neural
network to the task of dimension reduction of molecular dyna... | [
1,
1,
0,
1,
0,
0
] |
Title: Some integrable maps and their Hirota bilinear forms,
Abstract: We introduce a two-parameter family of birational maps, which reduces to a
family previously found by Demskoi, Tran, van der Kamp and Quispel (DTKQ) when
one of the parameters is set to zero. The study of the singularity confinement
pattern for thes... | [
0,
1,
0,
0,
0,
0
] |
Title: Spectral analysis of stationary random bivariate signals,
Abstract: A novel approach towards the spectral analysis of stationary random bivariate
signals is proposed. Using the Quaternion Fourier Transform, we introduce a
quaternion-valued spectral representation of random bivariate signals seen as
complex-value... | [
0,
0,
0,
1,
0,
0
] |
Title: Scalable Gaussian Processes with Billions of Inducing Inputs via Tensor Train Decomposition,
Abstract: We propose a method (TT-GP) for approximate inference in Gaussian Process
(GP) models. We build on previous scalable GP research including stochastic
variational inference based on inducing inputs, kernel inter... | [
1,
0,
0,
1,
0,
0
] |
Title: Modularity of complex networks models,
Abstract: Modularity is designed to measure the strength of division of a network into
clusters (known also as communities). Networks with high modularity have dense
connections between the vertices within clusters but sparse connections between
vertices of different cluste... | [
0,
0,
1,
0,
0,
0
] |
Title: BOLD5000: A public fMRI dataset of 5000 images,
Abstract: Vision science, particularly machine vision, has been revolutionized by
introducing large-scale image datasets and statistical learning approaches.
Yet, human neuroimaging studies of visual perception still rely on small
numbers of images (around 100) due... | [
0,
0,
0,
0,
1,
0
] |
Title: Prospects for gravitational wave astronomy with next generation large-scale pulsar timing arrays,
Abstract: Next generation radio telescopes, namely the Five-hundred-meter Aperture
Spherical Telescope (FAST) and the Square Kilometer Array (SKA), will
revolutionize the pulsar timing arrays (PTAs) based gravitatio... | [
0,
1,
0,
0,
0,
0
] |
Title: On Identifiability of Nonnegative Matrix Factorization,
Abstract: In this letter, we propose a new identification criterion that guarantees the
recovery of the low-rank latent factors in the nonnegative matrix factorization
(NMF) model, under mild conditions. Specifically, using the proposed criterion,
it suffic... | [
1,
0,
0,
1,
0,
0
] |
Title: Optimal Non-blocking Decentralized Supervisory Control Using G-Control Consistency,
Abstract: Supervisory control synthesis encounters with computational complexity. This
can be reduced by decentralized supervisory control approach. In this paper, we
define intrinsic control consistency for a pair of states of t... | [
1,
0,
0,
0,
0,
0
] |
Title: Discrete configuration spaces of squares and hexagons,
Abstract: We consider generalizations of the familiar fifteen-piece sliding puzzle on
the 4 by 4 square grid. On larger grids with more pieces and more holes,
asymptotically how fast can we move the puzzle into the solved state? We also
give a variation with... | [
1,
0,
1,
0,
0,
0
] |
Title: On the non commutative Iwasawa main conjecture for abelian varieties over function fields,
Abstract: We establish the Iwasawa main conjecture for semi-stable abelian varieties
over a function field of characteristic $p$ under certain restrictive
assumptions. Namely we consider $p$-torsion free $p$-adic Lie exten... | [
0,
0,
1,
0,
0,
0
] |
Title: Design, Development and Evaluation of a UAV to Study Air Quality in Qatar,
Abstract: Measuring gases for air quality monitoring is a challenging task that claims
a lot of time of observation and large numbers of sensors. The aim of this
project is to develop a partially autonomous unmanned aerial vehicle (UAV)
e... | [
1,
0,
0,
0,
0,
0
] |
Title: Gaussian Process bandits with adaptive discretization,
Abstract: In this paper, the problem of maximizing a black-box function $f:\mathcal{X}
\to \mathbb{R}$ is studied in the Bayesian framework with a Gaussian Process
(GP) prior. In particular, a new algorithm for this problem is proposed, and
high probability ... | [
1,
0,
0,
1,
0,
0
] |
Title: A Matched Filter Technique For Slow Radio Transient Detection And First Demonstration With The Murchison Widefield Array,
Abstract: Many astronomical sources produce transient phenomena at radio frequencies,
but the transient sky at low frequencies (<300 MHz) remains relatively
unexplored. Blind surveys with new... | [
0,
1,
0,
0,
0,
0
] |
Title: Bayes model selection,
Abstract: We offer a general Bayes theoretic framework to tackle the model selection
problem under a two-step prior design: the first-step prior serves to assess
the model selection uncertainty, and the second-step prior quantifies the prior
belief on the strength of the signals within the... | [
0,
0,
1,
1,
0,
0
] |
Title: A Semantic Cross-Species Derived Data Management Application,
Abstract: Managing dynamic information in large multi-site, multi-species, and
multi-discipline consortia is a challenging task for data management
applications. Often in academic research studies the goals for informatics
teams are to build applicati... | [
1,
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0,
0,
0,
0
] |
Title: Retrosynthetic reaction prediction using neural sequence-to-sequence models,
Abstract: We describe a fully data driven model that learns to perform a retrosynthetic
reaction prediction task, which is treated as a sequence-to-sequence mapping
problem. The end-to-end trained model has an encoder-decoder architectu... | [
1,
0,
0,
1,
0,
0
] |
Title: Redshift, metallicity and size of two extended dwarf Irregular galaxies. A link between dwarf Irregulars and Ultra Diffuse Galaxies?,
Abstract: We present the results of the spectroscopic and photometric follow-up of two
field galaxies that were selected as possible stellar counterparts of local
high velocity cl... | [
0,
1,
0,
0,
0,
0
] |
Title: Hausdorff Measure: Lost in Translation,
Abstract: In the present article we describe how one can define Hausdorff measure
allowing empty elements in coverings, and using infinite countable coverings
only. In addition, we discuss how the use of different nonequivalent
interpretations of the notion "countable set"... | [
0,
0,
1,
0,
0,
0
] |
Title: Orthogonalized ALS: A Theoretically Principled Tensor Decomposition Algorithm for Practical Use,
Abstract: The popular Alternating Least Squares (ALS) algorithm for tensor
decomposition is efficient and easy to implement, but often converges to poor
local optima---particularly when the weights of the factors are... | [
1,
0,
0,
1,
0,
0
] |
Title: Domain Generalization by Marginal Transfer Learning,
Abstract: Domain generalization is the problem of assigning class labels to an
unlabeled test data set, given several labeled training data sets drawn from
similar distributions. This problem arises in several applications where data
distributions fluctuate be... | [
0,
0,
0,
1,
0,
0
] |
Title: Pricing options and computing implied volatilities using neural networks,
Abstract: This paper proposes a data-driven approach, by means of an Artificial Neural
Network (ANN), to value financial options and to calculate implied volatilities
with the aim of accelerating the corresponding numerical methods. With A... | [
1,
0,
0,
0,
0,
1
] |
Title: Effect of magnetization on the tunneling anomaly in compressible quantum Hall states,
Abstract: Tunneling of electrons into a two-dimensional electron system is known to
exhibit an anomaly at low bias, in which the tunneling conductance vanishes due
to a many-body interaction effect. Recent experiments have meas... | [
0,
1,
0,
0,
0,
0
] |
Title: Range-efficient consistent sampling and locality-sensitive hashing for polygons,
Abstract: Locality-sensitive hashing (LSH) is a fundamental technique for similarity
search and similarity estimation in high-dimensional spaces. The basic idea is
that similar objects should produce hash collisions with probability... | [
1,
0,
0,
0,
0,
0
] |
Title: Decoupled Greedy Learning of CNNs,
Abstract: A commonly cited inefficiency of neural network training by back-propagation
is the update locking problem: each layer must wait for the signal to propagate
through the network before updating. We consider and analyze a training
procedure, Decoupled Greedy Learning (D... | [
1,
0,
0,
1,
0,
0
] |
Title: Discrete time Pontryagin maximum principle for optimal control problems under state-action-frequency constraints,
Abstract: We establish a Pontryagin maximum principle for discrete time optimal control
problems under the following three types of constraints: a) constraints on the
states pointwise in time, b) con... | [
1,
0,
1,
0,
0,
0
] |
Title: Quantitative evaluation of an active Chemotaxis model in Discrete time,
Abstract: A system of $N$ particles in a chemical medium in $\mathbb{R}^{d}$ is studied
in a discrete time setting. Underlying interacting particle system in
continuous time can be expressed as \begin{eqnarray} dX_{i}(t)
&=&[-(I-A)X_{i}(t) +... | [
0,
0,
1,
0,
0,
0
] |
Title: Decoupling Learning Rules from Representations,
Abstract: In the artificial intelligence field, learning often corresponds to changing
the parameters of a parameterized function. A learning rule is an algorithm or
mathematical expression that specifies precisely how the parameters should be
changed. When creatin... | [
1,
0,
0,
1,
0,
0
] |
Title: Space-Valued Diagrams, Type-Theoretically (Extended Abstract),
Abstract: Topologists are sometimes interested in space-valued diagrams over a given
index category, but it is tricky to say what such a diagram even is if we look
for a notion that is stable under equivalence. The same happens in (homotopy)
type the... | [
1,
0,
1,
0,
0,
0
] |
Title: Output Impedance Diffusion into Lossy Power Lines,
Abstract: Output impedances are inherent elements of power sources in the electrical
grids. In this paper, we give an answer to the following question: What is the
effect of output impedances on the inductivity of the power network? To address
this question, we ... | [
1,
0,
0,
0,
0,
0
] |
Title: Enhancing the significance of gravitational wave bursts through signal classification,
Abstract: The quest to observe gravitational waves challenges our ability to
discriminate signals from detector noise. This issue is especially relevant for
transient gravitational waves searches with a robust eyes wide open a... | [
0,
1,
0,
0,
0,
0
] |
Title: Model-based Clustering with Sparse Covariance Matrices,
Abstract: Finite Gaussian mixture models are widely used for model-based clustering of
continuous data. Nevertheless, since the number of model parameters scales
quadratically with the number of variables, these models can be easily
over-parameterized. For ... | [
0,
0,
0,
1,
0,
0
] |
Title: An Assessment of Data Transfer Performance for Large-Scale Climate Data Analysis and Recommendations for the Data Infrastructure for CMIP6,
Abstract: We document the data transfer workflow, data transfer performance, and other
aspects of staging approximately 56 terabytes of climate model output data from
the di... | [
1,
1,
0,
0,
0,
0
] |
Title: Automated Problem Identification: Regression vs Classification via Evolutionary Deep Networks,
Abstract: Regression or classification? This is perhaps the most basic question faced
when tackling a new supervised learning problem. We present an Evolutionary
Deep Learning (EDL) algorithm that automatically solves ... | [
1,
0,
0,
1,
0,
0
] |
Title: The Kellogg property and boundary regularity for p-harmonic functions with respect to the Mazurkiewicz boundary and other compactifications,
Abstract: In this paper boundary regularity for p-harmonic functions is studied with
respect to the Mazurkiewicz boundary and other compactifications. In
particular, the Ke... | [
0,
0,
1,
0,
0,
0
] |
Title: Nonparametric Inference via Bootstrapping the Debiased Estimator,
Abstract: In this paper, we propose to construct confidence bands by bootstrapping the
debiased kernel density estimator (for density estimation) and the debiased
local polynomial regression estimator (for regression analysis). The idea of
using a... | [
0,
0,
1,
1,
0,
0
] |
Title: Solving constraint-satisfaction problems with distributed neocortical-like neuronal networks,
Abstract: Finding actions that satisfy the constraints imposed by both external inputs
and internal representations is central to decision making. We demonstrate that
some important classes of constraint satisfaction pr... | [
0,
0,
0,
0,
1,
0
] |
Title: Asymptotic Blind-spot Analysis of Localization Networks under Correlated Blocking using a Poisson Line Process,
Abstract: In a localization network, the line-of-sight between anchors (transceivers)
and targets may be blocked due to the presence of obstacles in the environment.
Due to the non-zero size of the obs... | [
1,
0,
0,
0,
0,
0
] |
Title: The relation between galaxy morphology and colour in the EAGLE simulation,
Abstract: We investigate the relation between kinematic morphology, intrinsic colour
and stellar mass of galaxies in the EAGLE cosmological hydrodynamical
simulation. We calculate the intrinsic u-r colours and measure the fraction of
kine... | [
0,
1,
0,
0,
0,
0
] |
Title: Learning Large Scale Ordinary Differential Equation Systems,
Abstract: Learning large scale nonlinear ordinary differential equation (ODE) systems
from data is known to be computationally and statistically challenging. We
present a framework together with the adaptive integral matching (AIM)
algorithm for learni... | [
0,
0,
1,
1,
0,
0
] |
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