text stringlengths 138 2.38k | labels listlengths 6 6 | Predictions listlengths 1 3 |
|---|---|---|
Title: On discrimination between two close distribution tails,
Abstract: The goodness-of-fit test for discrimination of two tail distribution using
higher order statistics is proposed. The consistency of proposed test is proved
for two different alternatives. We do not assume belonging the corresponding
distribution fu... | [
0,
0,
1,
1,
0,
0
] | [
"Statistics",
"Mathematics"
] |
Title: Belief Propagation Min-Sum Algorithm for Generalized Min-Cost Network Flow,
Abstract: Belief Propagation algorithms are instruments used broadly to solve graphical
model optimization and statistical inference problems. In the general case of a
loopy Graphical Model, Belief Propagation is a heuristic which is qui... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Sharper and Simpler Nonlinear Interpolants for Program Verification,
Abstract: Interpolation of jointly infeasible predicates plays important roles in
various program verification techniques such as invariant synthesis and CEGAR.
Intrigued by the recent result by Dai et al.\ that combines real algebraic
geometry... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Understanding the Impact of Label Granularity on CNN-based Image Classification,
Abstract: In recent years, supervised learning using Convolutional Neural Networks
(CNNs) has achieved great success in image classification tasks, and large
scale labeled datasets have contributed significantly to this achievement.... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science"
] |
Title: Anisotropic spin-density distribution and magnetic anisotropy of strained La$_{1-x}$Sr$_x$MnO$_3$ thin films: Angle-dependent x-ray magnetic circular dichroism,
Abstract: Magnetic anisotropies of ferromagnetic thin films are induced by epitaxial
strain from the substrate via strain-induced anisotropy in the orbi... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Putting gravity in control,
Abstract: The aim of the present manuscript is to present a novel proposal in Geometric
Control Theory inspired in the principles of General Relativity and
energy-shaping control. | [
0,
0,
1,
0,
0,
0
] | [
"Physics",
"Mathematics"
] |
Title: Towards Interpretable Deep Neural Networks by Leveraging Adversarial Examples,
Abstract: Sometimes it is not enough for a DNN to produce an outcome. For example, in
applications such as healthcare, users need to understand the rationale of the
decisions. Therefore, it is imperative to develop algorithms to learn... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Learning a Hierarchical Latent-Variable Model of 3D Shapes,
Abstract: We propose the Variational Shape Learner (VSL), a generative model that
learns the underlying structure of voxelized 3D shapes in an unsupervised
fashion. Through the use of skip-connections, our model can successfully learn
and infer a latent... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Maximally rotating waves in AdS and on spheres,
Abstract: We study the cubic wave equation in AdS_(d+1) (and a closely related cubic
wave equation on S^3) in a weakly nonlinear regime. Via time-averaging, these
systems are accurately described by simplified infinite-dimensional quartic
Hamiltonian systems, whose... | [
0,
1,
1,
0,
0,
0
] | [
"Physics",
"Mathematics"
] |
Title: AirCode: Unobtrusive Physical Tags for Digital Fabrication,
Abstract: We present AirCode, a technique that allows the user to tag physically
fabricated objects with given information. An AirCode tag consists of a group
of carefully designed air pockets placed beneath the object surface. These air
pockets are eas... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science"
] |
Title: Adversarial Learning for Neural Dialogue Generation,
Abstract: In this paper, drawing intuition from the Turing test, we propose using
adversarial training for open-domain dialogue generation: the system is trained
to produce sequences that are indistinguishable from human-generated dialogue
utterances. We cast ... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: On the impact origin of Phobos and Deimos III: resulting composition from different impactors,
Abstract: The origin of Phobos and Deimos in a giant impact generated disk is gaining
larger attention. Although this scenario has been the subject of many studies,
an evaluation of the chemical composition of the Mars... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Face Detection using Deep Learning: An Improved Faster RCNN Approach,
Abstract: In this report, we present a new face detection scheme using deep learning
and achieve the state-of-the-art detection performance on the well-known FDDB
face detetion benchmark evaluation. In particular, we improve the
state-of-the-a... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science"
] |
Title: The cosmic spiderweb: equivalence of cosmic, architectural, and origami tessellations,
Abstract: For over twenty years, the term 'cosmic web' has guided our understanding of
the large-scale arrangement of matter in the cosmos, accurately evoking the
concept of a network of galaxies linked by filaments. But the p... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Data-driven polynomial chaos expansion for machine learning regression,
Abstract: We present a regression technique for data driven problems based on
polynomial chaos expansion (PCE). PCE is a popular technique in the field of
uncertainty quantification (UQ), where it is typically used to replace a
runnable but ... | [
0,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Ratio Utility and Cost Analysis for Privacy Preserving Subspace Projection,
Abstract: With a rapidly increasing number of devices connected to the internet, big
data has been applied to various domains of human life. Nevertheless, it has
also opened new venues for breaching users' privacy. Hence it is highly
req... | [
0,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Time-optimal control strategies in SIR epidemic models,
Abstract: We investigate the time-optimal control problem in SIR
(Susceptible-Infected-Recovered) epidemic models, focusing on different control
policies: vaccination, isolation, culling, and reduction of transmission.
Applying the Pontryagin's Minimum Prin... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics",
"Quantitative Biology"
] |
Title: DADAM: A Consensus-based Distributed Adaptive Gradient Method for Online Optimization,
Abstract: Adaptive gradient-based optimization methods such as ADAGRAD, RMSPROP, and
ADAM are widely used in solving large-scale machine learning problems including
deep learning. A number of schemes have been proposed in the ... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Mathematics",
"Statistics"
] |
Title: Paramagnetic Meissner effect in ZrB12 single crystal with non-monotonic vortex-vortex interactions,
Abstract: The magnetic response related to paramagnetic Meissner effect (PME) is
studied in a high quality single crystal ZrB12 with non-monotonic vortex-vortex
interactions. We observe the expulsion and penetrati... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Credal Networks under Epistemic Irrelevance,
Abstract: A credal network under epistemic irrelevance is a generalised type of
Bayesian network that relaxes its two main building blocks. On the one hand,
the local probabilities are allowed to be partially specified. On the other
hand, the assessments of independen... | [
1,
0,
1,
0,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: EMRIs and the relativistic loss-cone: The curious case of the fortunate coincidence,
Abstract: Extreme mass ratio inspiral (EMRI) events are vulnerable to perturbations by
the stellar background, which can abort them prematurely by deflecting EMRI
orbits to plunging ones that fall directly into the massive black... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Investigating the configurations in cross-shareholding: a joint copula-entropy approach,
Abstract: --- the companies populating a Stock market, along with their connections,
can be effectively modeled through a directed network, where the nodes
represent the companies, and the links indicate the ownership. This ... | [
0,
0,
0,
0,
0,
1
] | [
"Quantitative Finance",
"Statistics"
] |
Title: The Enemy Among Us: Detecting Hate Speech with Threats Based 'Othering' Language Embeddings,
Abstract: Offensive or antagonistic language targeted at individuals and social groups
based on their personal characteristics (also known as cyber hate speech or
cyberhate) has been frequently posted and widely circulat... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Linear Programming Formulations of Deterministic Infinite Horizon Optimal Control Problems in Discrete Time,
Abstract: This paper is devoted to a study of infinite horizon optimal control problems
with time discounting and time averaging criteria in discrete time. We
establish that these problems are related to ... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Non-normality, reactivity, and intrinsic stochasticity in neural dynamics: a non-equilibrium potential approach,
Abstract: Intrinsic stochasticity can induce highly non-trivial effects on dynamical
systems, including stochastic and coherence resonance, noise induced
bistability, noise-induced oscillations, to na... | [
0,
0,
0,
0,
1,
0
] | [
"Quantitative Biology",
"Physics",
"Mathematics"
] |
Title: Small nonlinearities in activation functions create bad local minima in neural networks,
Abstract: We investigate the loss surface of neural networks. We prove that even for
one-hidden-layer networks with "slightest" nonlinearity, the empirical risks
have spurious local minima in most cases. Our results thus ind... | [
0,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Stabilization Bounds for Linear Finite Dynamical Systems,
Abstract: A common problem to all applications of linear finite dynamical systems is
analyzing the dynamics without enumerating every possible state transition. Of
particular interest is the long term dynamical behaviour. In this paper, we
study the numbe... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics",
"Computer Science"
] |
Title: Magneto-thermopower in the Weak Ferromagnetic Oxide CaRu0.8Sc0.2O3: An Experimental Test for the Kelvin Formula in a Magnetic Material,
Abstract: We have measured the resistivity, the thermopower, and the specific heat of
the weak ferromagnetic oxide CaRu0.8Sc0.2O3 in external magnetic fields up to
140 kOe below... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Dispersive Magnetic and Electronic Excitations in Iridate Perovskites Probed with Oxygen $K$-Edge Resonant Inelastic X-ray Scattering,
Abstract: Resonant inelastic X-ray scattering (RIXS) experiments performed at the
oxygen-$K$ edge on the iridate perovskites {\SIOS} and {\SION} reveal a
sequence of well-defined... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: On reducing the communication cost of the diffusion LMS algorithm,
Abstract: The rise of digital and mobile communications has recently made the world
more connected and networked, resulting in an unprecedented volume of data
flowing between sources, data centers, or processes. While these data may be
processed ... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Statistical Inference on Panel Data Models: A Kernel Ridge Regression Method,
Abstract: We propose statistical inferential procedures for panel data models with
interactive fixed effects in a kernel ridge regression framework.Compared with
traditional sieve methods, our method is automatic in the sense that it d... | [
0,
0,
1,
1,
0,
0
] | [
"Statistics",
"Mathematics"
] |
Title: How to Scale Up Kernel Methods to Be As Good As Deep Neural Nets,
Abstract: The computational complexity of kernel methods has often been a major barrier
for applying them to large-scale learning problems. We argue that this barrier
can be effectively overcome. In particular, we develop methods to scale up
kerne... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Layered Based Augmented Complex Kalman Filter for Fast Forecasting-Aided State Estimation of Distribution Networks,
Abstract: In the presence of renewable resources, distribution networks have become
extremely complex to monitor, operate and control. Furthermore, for the real
time applications, active distributi... | [
0,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Single-Queue Decoding for Neural Machine Translation,
Abstract: Neural machine translation models rely on the beam search algorithm for
decoding. In practice, we found that the quality of hypotheses in the search
space is negatively affected owing to the fixed beam size. To mitigate this
problem, we store all hy... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science"
] |
Title: PerformanceNet: Score-to-Audio Music Generation with Multi-Band Convolutional Residual Network,
Abstract: Music creation is typically composed of two parts: composing the musical
score, and then performing the score with instruments to make sounds. While
recent work has made much progress in automatic music gene... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science"
] |
Title: Learning Disentangled Representations with Semi-Supervised Deep Generative Models,
Abstract: Variational autoencoders (VAEs) learn representations of data by jointly
training a probabilistic encoder and decoder network. Typically these models
encode all features of the data into a single variable. Here we are in... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Meteorites from Phobos and Deimos at Earth?,
Abstract: We examine the conditions under which material from the martian moons Phobos
and Deimos could reach our planet in the form of meteorites. We find that the
necessary ejection speeds from these moons (900 and 600 m/s for Phobos and
Deimos respectively) are muc... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Watermark Signal Detection and Its Application in Image Retrieval,
Abstract: We propose a few fundamental techniques to obtain effective watermark
features of images in the image search index, and utilize the signals in a
commercial search engine to improve the image search quality. We collect a
diverse and larg... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science"
] |
Title: Loop-augmented forests and a variant of the Foulkes' conjecture,
Abstract: A loop-augmented forest is a labeled rooted forest with loops on some of its
roots. By exploiting an interplay between nilpotent partial functions and
labeled rooted forests, we investigate the permutation action of the symmetric
group on... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: An Extension of Proof Graphs for Disjunctive Parameterised Boolean Equation Systems,
Abstract: A parameterised Boolean equation system (PBES) is a set of equations that
defines sets as the least and/or greatest fixed-points that satisfy the
equations. This system is regarded as a declarative program defining fun... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Scalable Structure Learning for Probabilistic Soft Logic,
Abstract: Statistical relational frameworks such as Markov logic networks and
probabilistic soft logic (PSL) encode model structure with weighted first-order
logical clauses. Learning these clauses from data is referred to as structure
learning. Structure... | [
0,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: A mode-coupling theory analysis of the rotation driven translational motion of aqueous polyatomic ions,
Abstract: In contrast to simple monatomic alkali and halide ions, complex polyatomic
ions like nitrate, acetate, nitrite, chlorate etc. have not been studied in any
great detail. Experiments have shown that di... | [
0,
1,
0,
0,
0,
0
] | [
"Physics",
"Chemistry"
] |
Title: Haptic Assembly and Prototyping: An Expository Review,
Abstract: An important application of haptic technology to digital product development
is in virtual prototyping (VP), part of which deals with interactive planning,
simulation, and verification of assembly-related activities, collectively
called virtual ass... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Physics"
] |
Title: On links between horocyclic and geodesic orbits on geometrically infinite surfaces,
Abstract: We study the topological dynamics of the horocycle flow $h_\mathbb{R}$ on a
geometrically infinite hyperbolic surface S. Let u be a non-periodic vector for
$h_\mathbb{R}$ in T^1 S. Suppose that the half-geodesic $u(\mat... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Landau levels from neutral Bogoliubov particles in two-dimensional nodal superconductors under strain and doping gradients,
Abstract: Motivated by recent work on strain-induced pseudo-magnetic fields in Dirac
and Weyl semimetals, we analyze the possibility of analogous fields in
two-dimensional nodal superconduc... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Affine maps between quadratic assignment polytopes and subgraph isomorphism polytopes,
Abstract: We consider two polytopes. The quadratic assignment polytope $QAP(n)$ is the
convex hull of the set of tensors $x\otimes x$, $x \in P_n$, where $P_n$ is the
set of $n\times n$ permutation matrices. The second polytop... | [
1,
0,
1,
0,
0,
0
] | [
"Mathematics",
"Computer Science"
] |
Title: LinXGBoost: Extension of XGBoost to Generalized Local Linear Models,
Abstract: XGBoost is often presented as the algorithm that wins every ML competition.
Surprisingly, this is true even though predictions are piecewise constant. This
might be justified in high dimensional input spaces, but when the number of
fe... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Measuring Player Retention and Monetization using the Mean Cumulative Function,
Abstract: Game analytics supports game development by providing direct quantitative
feedback about player experience. Player retention and monetization in
particular have become central business statistics in free-to-play game
develo... | [
0,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Bohemian Upper Hessenberg Toeplitz Matrices,
Abstract: We look at Bohemian matrices, specifically those with entries from $\{-1, 0,
{+1}\}$. More, we specialize the matrices to be upper Hessenberg, with
subdiagonal entries $1$. Even more, we consider Toeplitz matrices of this kind.
Many properties remain after t... | [
1,
0,
0,
0,
0,
0
] | [
"Mathematics"
] |
Title: Evidence Logics with Relational Evidence,
Abstract: Dynamic evidence logics are logics for reasoning about the evidence and
evidence-based beliefs of agents in a dynamic environment. In this paper, we
introduce a family of logics for reasoning about relational evidence: evidence
that involves an orderings of sta... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Cable-Driven Actuation for Highly Dynamic Robotic Systems,
Abstract: This paper presents design and experimental evaluations of an articulated
robotic limb called Capler-Leg. The key element of Capler-Leg is its
single-stage cable-pulley transmission combined with a high-gap radius motor.
Our cable-pulley system... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science"
] |
Title: Improved $A_1-A_\infty$ and related estimates for commutators of rough singular integrals,
Abstract: An $A_1-A_\infty$ estimate improving a previous result in arXiv:1607.06432 is
obtained. Also new a result in terms of the ${A_\infty}$ constant and the one
supremum $A_q-A_\infty^{\exp}$ constant, is proved, prov... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Interpreted Formalisms for Configurations,
Abstract: Imprecise and incomplete specification of system \textit{configurations}
threatens safety, security, functionality, and other critical system properties
and uselessly enlarges the configuration spaces to be searched by configuration
engineers and auto-tuners. ... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: High-Mobility OFDM Downlink Transmission with Large-Scale Antenna Array,
Abstract: In this correspondence, we propose a new receiver design for high-mobility
orthogonal frequency division multiplexing (OFDM) downlink transmissions with a
large-scale antenna array. The downlink signal experiences the challenging ... | [
1,
0,
1,
0,
0,
0
] | [
"Computer Science"
] |
Title: Feature Enhancement in Visually Impaired Images,
Abstract: One of the major open problems in computer vision is detection of features in
visually impaired images. In this paper, we describe a potential solution using
Phase Stretch Transform, a new computational approach for image analysis, edge
detection and res... | [
1,
1,
0,
0,
0,
0
] | [
"Computer Science",
"Physics",
"Mathematics"
] |
Title: Heavy-Tailed Universality Predicts Trends in Test Accuracies for Very Large Pre-Trained Deep Neural Networks,
Abstract: Given two or more Deep Neural Networks (DNNs) with the same or similar
architectures, and trained on the same dataset, but trained with different
solvers, parameters, hyper-parameters, regulari... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Atmospheric Circulation and Cloud Evolution on the Highly Eccentric Extrasolar Planet HD 80606b,
Abstract: Observations of the highly-eccentric (e~0.9) hot-Jupiter HD 80606b with
Spitzer have provided some of best probes of the physics at work in exoplanet
atmospheres. By observing HD 80606b during its periapse ... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: SpreadCluster: Recovering Versioned Spreadsheets through Similarity-Based Clustering,
Abstract: Version information plays an important role in spreadsheet understanding,
maintaining and quality improving. However, end users rarely use version
control tools to document spreadsheet version information. Thus, the
s... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science"
] |
Title: Field-induced coexistence of $s_{++}$ and $s_{\pm}$ superconducting states in dirty multiband superconductors,
Abstract: In multiband systems, such as iron-based superconductors, the superconducting
states with locking and anti-locking of the interband phase differences, are
usually considered as mutually exclus... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Journal of Open Source Software (JOSS): design and first-year review,
Abstract: This article describes the motivation, design, and progress of the Journal of
Open Source Software (JOSS). JOSS is a free and open-access journal that
publishes articles describing research software. It has the dual goals of
improvin... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science"
] |
Title: Sample Complexity of Estimating the Policy Gradient for Nearly Deterministic Dynamical Systems,
Abstract: Reinforcement learning is a promising approach to learning robot controllers.
It has recently been shown that algorithms based on finite-difference estimates
of the policy gradient are competitive with algor... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: NDSHA: robust and reliable seismic hazard assessment,
Abstract: The Neo-Deterministic Seismic Hazard Assessment (NDSHA) method reliably and
realistically simulates the suite of earthquake ground motions that may impact
civil populations as well as their heritage buildings. The modeling technique
is developed fro... | [
0,
1,
0,
0,
0,
0
] | [
"Physics",
"Earth Sciences"
] |
Title: A note on degenerate stirling polynomials of the second kind,
Abstract: In this paper, we consider the degenerate Stirling polynomials of the second
kind which are derived from the generating function. In addition, we give some
new identities for these polynomials. | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Active learning machine learns to create new quantum experiments,
Abstract: How useful can machine learning be in a quantum laboratory? Here we raise the
question of the potential of intelligent machines in the context of scientific
research. A major motivation for the present work is the unknown reachability
of... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Physics"
] |
Title: The Gaia-ESO Survey: radial distribution of abundances in the Galactic disc from open clusters and young field stars,
Abstract: The spatial distribution of elemental abundances in the disc of our Galaxy
gives insights both on its assembly process and subsequent evolution, and on
the stellar nucleogenesis of the ... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: In-situ Optical Characterization of Noble Metal Thin Film Deposition and Development of a High-performance Plasmonic Sensor,
Abstract: The present work addressed in this thesis introduces, for the first time, the
use of tilted fiber Bragg grating (TFBG) sensors for accurate, real-time, and
in-situ characterizati... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Guaranteed Sufficient Decrease for Variance Reduced Stochastic Gradient Descent,
Abstract: In this paper, we propose a novel sufficient decrease technique for variance
reduced stochastic gradient descent methods such as SAG, SVRG and SAGA. In
order to make sufficient decrease for stochastic optimization, we desi... | [
1,
0,
1,
1,
0,
0
] | [
"Computer Science",
"Mathematics",
"Statistics"
] |
Title: Entire holomorphic curves into projective spaces intersecting a generic hypersurface of high degree,
Abstract: In this note, we establish the following Second Main Theorem type estimate
for every entire non-algebraically degenerate holomorphic curve
$f\colon\mathbb{C}\rightarrow\mathbb{P}^n(\mathbb{C})$, in pres... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Precision matrix expansion - efficient use of numerical simulations in estimating errors on cosmological parameters,
Abstract: Computing the inverse covariance matrix (or precision matrix) of large data
vectors is crucial in weak lensing (and multi-probe) analyses of the large
scale structure of the universe. An... | [
0,
1,
0,
0,
0,
0
] | [
"Physics",
"Statistics"
] |
Title: Fractional quiver W-algebras,
Abstract: We introduce quiver gauge theory associated with the non-simply-laced type
fractional quiver, and define fractional quiver W-algebras by using
construction of arXiv:1512.08533 and arXiv:1608.04651 with representation of
fractional quivers. | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics",
"Physics"
] |
Title: Vortex creep at very low temperatures in single crystals of the extreme type-II superconductor Rh$_9$In$_4$S$_4$,
Abstract: We image vortex creep at very low temperatures using Scanning Tunneling
Microscopy (STM) in the superconductor Rh$_9$In$_4$S$_4$ ($T_c$=2.25 K). We
measure the superconducting gap of Rh$_9$... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Intention Games,
Abstract: Strategic interactions between competitive entities are generally considered
from the perspective of complete revelations of benefits achieved from those
interactions, in the form of public payoff functions in the announced games. In
this work, we propose a formal framework for a compe... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Advances in Detection and Error Correction for Coherent Optical Communications: Regular, Irregular, and Spatially Coupled LDPC Code Designs,
Abstract: In this chapter, we show how the use of differential coding and the presence
of phase slips in the transmission channel affect the total achievable
information ra... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Physics"
] |
Title: Risk-Averse Classification,
Abstract: We develop a new approach to solving classification problems, which is bases
on the theory of coherent measures of risk and risk sharing ideas. The proposed
approach aims at designing a risk-averse classifier. The new approach allows
for associating distinct risk functional ... | [
0,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Zero divisor and unit elements with support of size 4 in group algebras of torsion free groups,
Abstract: Kaplansky Zero Divisor Conjecture states that if $G $ is a torsion free group
and $ \mathbb{F} $ is a field, then the group ring $\mathbb{F}[G]$ contains no
zero divisor and Kaplansky Unit Conjecture states ... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Multimodal Word Distributions,
Abstract: Word embeddings provide point representations of words containing useful
semantic information. We introduce multimodal word distributions formed from
Gaussian mixtures, for multiple word meanings, entailment, and rich uncertainty
information. To learn these distributions,... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Efficient Policy Learning,
Abstract: In many areas, practitioners seek to use observational data to learn a
treatment assignment policy that satisfies application-specific constraints,
such as budget, fairness, simplicity, or other functional form constraints. For
example, policies may be restricted to take the ... | [
0,
0,
1,
1,
0,
0
] | [
"Statistics",
"Computer Science"
] |
Title: Superintegrable relativistic systems in spacetime-dependent background fields,
Abstract: We consider a relativistic charged particle in background electromagnetic
fields depending on both space and time. We identify which symmetries of the
fields automatically generate integrals (conserved quantities) of the cha... | [
0,
1,
1,
0,
0,
0
] | [
"Physics",
"Mathematics"
] |
Title: Formalization of Transform Methods using HOL Light,
Abstract: Transform methods, like Laplace and Fourier, are frequently used for
analyzing the dynamical behaviour of engineering and physical systems, based on
their transfer function, and frequency response or the solutions of their
corresponding differential e... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Mathematics",
"Physics"
] |
Title: Evidence of chaotic modes in the analysis of four delta Scuti stars,
Abstract: Since CoRoT observations unveiled the very low amplitude modes that form a
flat plateau in the power spectrum structure of delta Scuti stars, the nature
of this phenomenon, including the possibility of spurious signals due to the
ligh... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Analytical Representations of Divisors of Integers,
Abstract: Certain analytical expressions which "feel" the divisors of natural numbers
are investigated. We show that these expressions encode to some extent the
well-known algorithm of the sieve of Eratosthenes. Most part of the text is
written in pedagogical s... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Semiparametrical Gaussian Processes Learning of Forward Dynamical Models for Navigating in a Circular Maze,
Abstract: This paper presents a problem of model learning for the purpose of learning
how to navigate a ball to a goal state in a circular maze environment with two
degrees of freedom. The motion of the ba... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Non-Generic Unramified Representations in Metaplectic Covering Groups,
Abstract: Let $G^{(r)}$ denote the metaplectic covering group of the linear algebraic
group $G$. In this paper we study conditions on unramified representations of
the group $G^{(r)}$ not to have a nonzero Whittaker function. We state a
gener... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Implications of right-handed neutrinos in $B-L$ extended standard model with scalar dark matter,
Abstract: We investigate the Standard Model (SM) with a $U(1)_{B-L}$ gauge extension
where a $B-L$ charged scalar is a viable dark matter (DM) candidate. The
dominant annihilation process, for the DM particle is thro... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Radiation hardness of small-pitch 3D pixel sensors up to HL-LHC fluences,
Abstract: A new generation of 3D silicon pixel detectors with a small pixel size of
50$\times$50 and 25$\times$100 $\mu$m$^{2}$ is being developed for the HL-LHC
tracker upgrades. The radiation hardness of such detectors was studied in bea... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Optimized State Space Grids for Abstractions,
Abstract: The practical impact of abstraction-based controller synthesis methods is
currently limited by the immense computational effort for obtaining
abstractions. In this note we focus on a recently proposed method to compute
abstractions whose state space is a co... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Dictionary Learning and Sparse Coding-based Denoising for High-Resolution Task Functional Connectivity MRI Analysis,
Abstract: We propose a novel denoising framework for task functional Magnetic Resonance
Imaging (tfMRI) data to delineate the high-resolution spatial pattern of the
brain functional connectivity v... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Quantitative Biology"
] |
Title: Optimal control of a Vlasov-Poisson plasma by an external magnetic field - The basics for variational calculus,
Abstract: We consider the three dimensional Vlasov-Poisson system that is equipped with
an external magnetic field to describe a plasma. The aim of various concrete
applications is to control a plasma ... | [
0,
0,
1,
0,
0,
0
] | [
"Physics",
"Mathematics"
] |
Title: Lensless Photography with only an image sensor,
Abstract: Photography usually requires optics in conjunction with a recording device
(an image sensor). Eliminating the optics could lead to new form factors for
cameras. Here, we report a simple demonstration of imaging using a bare CMOS
sensor that utilizes compu... | [
1,
1,
0,
0,
0,
0
] | [
"Computer Science",
"Physics"
] |
Title: The evolution of the temperature field during cavity collapse in liquid nitromethane. Part II: Reactive case,
Abstract: We study effect of cavity collapse in non-ideal explosives as a means of
controlling their sensitivity. The main aim is to understand the origin of
localised temperature peaks (hot spots) that ... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Quantile Regression for Qualifying Match of GEFCom2017 Probabilistic Load Forecasting,
Abstract: We present a simple quantile regression-based forecasting method that was
applied in a probabilistic load forecasting framework of the Global Energy
Forecasting Competition 2017 (GEFCom2017). The hourly load data is ... | [
0,
0,
0,
1,
0,
0
] | [
"Statistics",
"Quantitative Finance"
] |
Title: Sparse Named Entity Classification using Factorization Machines,
Abstract: Named entity classification is the task of classifying text-based elements
into various categories, including places, names, dates, times, and monetary
values. A bottleneck in named entity classification, however, is the data
problem of s... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Exploration of Large Networks with Covariates via Fast and Universal Latent Space Model Fitting,
Abstract: Latent space models are effective tools for statistical modeling and
exploration of network data. These models can effectively model real world
network characteristics such as degree heterogeneity, transiti... | [
1,
0,
0,
1,
0,
0
] | [
"Statistics",
"Mathematics",
"Computer Science"
] |
Title: Relationship Maintenance in Software Language Repositories,
Abstract: The context of this research is testing and building software systems and,
specifically, software language repositories (SLRs), i.e., repositories with
components for language processing (interpreters, translators, analyzers,
transformers, pre... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science"
] |
Title: The Emptiness Problem for Valence Automata over Graph Monoids,
Abstract: This work studies which storage mechanisms in automata permit decidability of
the emptiness problem. The question is formalized using valence automata, an
abstract model of automata in which the storage mechanism is given by a monoid.
For e... | [
1,
0,
1,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Near-Optimal Discrete Optimization for Experimental Design: A Regret Minimization Approach,
Abstract: The experimental design problem concerns the selection of k points from a
potentially large design pool of p-dimensional vectors, so as to maximize the
statistical efficiency regressed on the selected k design p... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics",
"Mathematics"
] |
Title: A State-Space Approach to Dynamic Nonnegative Matrix Factorization,
Abstract: Nonnegative matrix factorization (NMF) has been actively investigated and
used in a wide range of problems in the past decade. A significant amount of
attention has been given to develop NMF algorithms that are suitable to model
time s... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics",
"Mathematics"
] |
Title: Dense families of modular curves, prime numbers and uniform symmetric tensor rank of multiplication in certain finite fields,
Abstract: We obtain new uniform bounds for the symmetric tensor rank of multiplication
in finite extensions of any finite field Fp or Fp2 where p denotes a prime
number greater or equal t... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics",
"Computer Science"
] |
Title: Bayesian Network Regularized Regression for Modeling Urban Crime Occurrences,
Abstract: This paper considers the problem of statistical inference and prediction for
processes defined on networks. We assume that the network is known and measures
similarity, and our goal is to learn about an attribute associated w... | [
0,
0,
0,
1,
0,
0
] | [
"Statistics",
"Computer Science"
] |
Title: Similarity forces and recurrent components in human face-to-face interaction networks,
Abstract: We show that the social dynamics responsible for the formation of connected
components that appear recurrently in face-to-face interaction networks, find a
natural explanation in the assumption that the agents of the... | [
1,
0,
0,
0,
0,
0
] | [
"Physics",
"Quantitative Biology"
] |
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