text stringlengths 57 2.88k | labels listlengths 6 6 |
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Title: Exploiting gradients and Hessians in Bayesian optimization and Bayesian quadrature,
Abstract: An exciting branch of machine learning research focuses on methods for
learning, optimizing, and integrating unknown functions that are difficult or
costly to evaluate. A popular Bayesian approach to this problem uses a... | [
0,
0,
0,
1,
0,
0
] |
Title: Permanency of the age-structured population model on several temporally variable patches,
Abstract: We consider a system of nonlinear partial differential equations that
describes an age-structured population inhabiting several temporally varying
patches. We prove existence and uniqueness of solution and analyze... | [
0,
1,
1,
0,
0,
0
] |
Title: Rapid laser-induced photochemical conversion of sol-gel precursors to In2O3 layers and their application in thin-film transistors,
Abstract: We report the development of indium oxide (In2O3) transistors via a single
step laser-induced photochemical conversion process of a sol-gel metal oxide
precursor. Through c... | [
0,
1,
0,
0,
0,
0
] |
Title: Testing for Change in Stochastic Volatility with Long Range Dependence,
Abstract: In this paper, change-point problems for long memory stochastic volatility
models are considered. A general testing problem which includes various
alternative hypotheses is discussed. Under the hypothesis of stationarity the
limiti... | [
0,
0,
1,
1,
0,
0
] |
Title: Kinematics effects of atmospheric friction in spacecraft flybys,
Abstract: Gravity assist manoeuvres are one of the most succesful techniques in
astrodynamics. In these trajectories the spacecraft comes very close to the
surface of the Earth, or other Solar system planets or moons, and, as a
consequence, it expe... | [
0,
1,
0,
0,
0,
0
] |
Title: Interval vs. Point Temporal Logic Model Checking: an Expressiveness Comparison,
Abstract: In the last years, model checking with interval temporal logics is emerging
as a viable alternative to model checking with standard point-based temporal
logics, such as LTL, CTL, CTL*, and the like. The behavior of the syst... | [
1,
0,
0,
0,
0,
0
] |
Title: Calculations for electron-impact ionization of magnesium and calcium atoms in the method of interacting configurations in the complex number representation,
Abstract: Next investigations in our program of transition from the He atom to the
complex atoms description have been presented. The method of interacting
... | [
0,
1,
0,
0,
0,
0
] |
Title: An Information Theoretic Approach to Sample Acquisition and Perception in Planetary Robotics,
Abstract: An important and emerging component of planetary exploration is sample
retrieval and return to Earth. Obtaining and analyzing rock samples can provide
unprecedented insight into the geology, geo-history and pr... | [
1,
1,
0,
0,
0,
0
] |
Title: Global solvability of the Navier-Stokes equations with a free surface in the maximal $L_p\text{-}L_q$ regularity class,
Abstract: We consider the motion of incompressible viscous fluids bounded above by a
free surface and below by a solid surface in the $N$-dimensional Euclidean
space for $N\geq 2$ when the grav... | [
0,
0,
1,
0,
0,
0
] |
Title: The fundamental group of the complement of the singular locus of Lauricella's $F_C$,
Abstract: We study the fundamental group of the complement of the singular locus of
Lauricella's hypergeometric function $F_C$ of $n$ variables. The singular locus
consists of $n$ hyperplanes and a hypersurface of degree $2^{n-1... | [
0,
0,
1,
0,
0,
0
] |
Title: Nonconvex Sparse Spectral Clustering by Alternating Direction Method of Multipliers and Its Convergence Analysis,
Abstract: Spectral Clustering (SC) is a widely used data clustering method which first
learns a low-dimensional embedding $U$ of data by computing the eigenvectors of
the normalized Laplacian matrix,... | [
1,
0,
0,
0,
0,
0
] |
Title: Stable Geodesic Update on Hyperbolic Space and its Application to Poincare Embeddings,
Abstract: A hyperbolic space has been shown to be more capable of modeling complex
networks than a Euclidean space. This paper proposes an explicit update rule
along geodesics in a hyperbolic space. The convergence of our algo... | [
0,
0,
0,
1,
0,
0
] |
Title: A Parameterized Approach to Personalized Variable Length Summarization of Soccer Matches,
Abstract: We present a parameterized approach to produce personalized variable length
summaries of soccer matches. Our approach is based on temporally segmenting the
soccer video into 'plays', associating a user-specifiable... | [
1,
0,
0,
0,
0,
0
] |
Title: Towards Robust Neural Networks via Random Self-ensemble,
Abstract: Recent studies have revealed the vulnerability of deep neural networks: A
small adversarial perturbation that is imperceptible to human can easily make a
well-trained deep neural network misclassify. This makes it unsafe to apply
neural networks ... | [
1,
0,
0,
1,
0,
0
] |
Title: Prospects for detection of intermediate-mass black holes in globular clusters using integrated-light spectroscopy,
Abstract: The detection of intermediate mass black holes (IMBHs) in Galactic globular
clusters (GCs) has so far been controversial. In order to characterize the
effectiveness of integrated-light spe... | [
0,
1,
0,
0,
0,
0
] |
Title: A Multi-frequency analysis of possible Dark Matter Contributions to M31 Gamma-Ray Emissions,
Abstract: We examine the possibility of a dark matter (DM) contribution to the recently
observed gamma-ray spectrum seen in the M31 galaxy. In particular, we apply
limits on Weakly Interacting Massive Particle DM annihil... | [
0,
1,
0,
0,
0,
0
] |
Title: Tensor Decompositions for Modeling Inverse Dynamics,
Abstract: Modeling inverse dynamics is crucial for accurate feedforward robot control.
The model computes the necessary joint torques, to perform a desired movement.
The highly non-linear inverse function of the dynamical system can be
approximated using regre... | [
1,
0,
0,
1,
0,
0
] |
Title: Synthesis and Hydrogen Sorption Characteristics of Mechanically Alloyed Mg(NixMn1-x)2 Intermetallics,
Abstract: New ternary Mg-Ni-Mn intermetallics have been successfully synthesized by
High Energy Ball Milling (HEBM) and have been studied as possible materials for
efficient hydrogen storage applications. The mi... | [
0,
1,
0,
0,
0,
0
] |
Title: Enhancing Network Embedding with Auxiliary Information: An Explicit Matrix Factorization Perspective,
Abstract: Recent advances in the field of network embedding have shown the
low-dimensional network representation is playing a critical role in network
analysis. However, most of the existing principles of netwo... | [
1,
0,
0,
1,
0,
0
] |
Title: Incremental Principal Component Analysis Exact implementation and continuity corrections,
Abstract: This paper describes some applications of an incremental implementation of
the principal component analysis (PCA). The algorithm updates the
transformation coefficients matrix on-line for each new sample, without ... | [
1,
0,
0,
1,
0,
0
] |
Title: More investment in Research and Development for better Education in the future?,
Abstract: The question in this paper is whether R&D efforts affect education
performance in small classes. Merging two datasets collected from the PISA
studies and the World Development Indicators and using Learning Bayesian
Network... | [
0,
0,
0,
1,
0,
0
] |
Title: Discriminative Modeling of Social Influence for Prediction and Explanation in Event Cascades,
Abstract: The global dynamics of event cascades are often governed by the local
dynamics of peer influence. However, detecting social influence from
observational data is challenging, due to confounds like homophily and... | [
1,
0,
0,
0,
0,
0
] |
Title: Online codes for analog signals,
Abstract: We revisit a classical scenario in communication theory: a source is
generating a waveform which we sample at regular intervals; we wish to
transform the signal in such a way as to minimize distortion in its
reconstruction, despite noise. The transformation must be onli... | [
1,
0,
0,
0,
0,
0
] |
Title: Statistical test for fractional Brownian motion based on detrending moving average algorithm,
Abstract: Motivated by contemporary and rich applications of anomalous diffusion
processes we propose a new statistical test for fractional Brownian motion,
which is one of the most popular models for anomalous diffusio... | [
0,
0,
0,
1,
0,
0
] |
Title: Fast Radio Map Construction and Position Estimation via Direct Mapping for WLAN Indoor Localization System,
Abstract: The main limitation that constrains the fast and comprehensive application of
Wireless Local Area Network (WLAN) based indoor localization systems with
Received Signal Strength (RSS) positioning ... | [
1,
0,
0,
1,
0,
0
] |
Title: Lagrangian solutions to the Vlasov-Poisson system with a point charge,
Abstract: We consider the Cauchy problem for the repulsive Vlasov-Poisson system in the
three dimensional space, where the initial datum is the sum of a diffuse
density, assumed to be bounded and integrable, and a point charge. Under some
dec... | [
0,
0,
1,
0,
0,
0
] |
Title: MITHRIL: Mining Sporadic Associations for Cache Prefetching,
Abstract: The growing pressure on cloud application scalability has accentuated storage
performance as a critical bottle- neck. Although cache replacement algorithms
have been extensively studied, cache prefetching - reducing latency by
retrieving item... | [
1,
0,
0,
0,
0,
0
] |
Title: On 2-level polytopes arising in combinatorial settings,
Abstract: 2-level polytopes naturally appear in several areas of pure and applied
mathematics, including combinatorial optimization, polyhedral combinatorics,
communication complexity, and statistics. In this paper, we present a study of
some 2-level polyto... | [
1,
0,
1,
0,
0,
0
] |
Title: Learned Optimizers that Scale and Generalize,
Abstract: Learning to learn has emerged as an important direction for achieving
artificial intelligence. Two of the primary barriers to its adoption are an
inability to scale to larger problems and a limited ability to generalize to
new tasks. We introduce a learned ... | [
1,
0,
0,
1,
0,
0
] |
Title: Toward Optimal Run Racing: Application to Deep Learning Calibration,
Abstract: This paper aims at one-shot learning of deep neural nets, where a highly
parallel setting is considered to address the algorithm calibration problem -
selecting the best neural architecture and learning hyper-parameter values
dependin... | [
1,
0,
0,
0,
0,
0
] |
Title: Bernstein - von Mises theorems for statistical inverse problems I: Schrödinger equation,
Abstract: The inverse problem of determining the unknown potential $f>0$ in the partial
differential equation $$\frac{\Delta}{2} u - fu =0 \text{ on } \mathcal O
~~\text{s.t. } u = g \text { on } \partial \mathcal O,$$ where... | [
0,
0,
1,
1,
0,
0
] |
Title: Tailoring Architecture Centric Design Method with Rapid Prototyping,
Abstract: Many engineering processes exist in the industry, text books and
international standards. However, in practice rarely any of the processes are
followed consistently and literally. It is observed across industries the
processes are alt... | [
1,
0,
0,
0,
0,
0
] |
Title: Easy High-Dimensional Likelihood-Free Inference,
Abstract: We introduce a framework using Generative Adversarial Networks (GANs) for
likelihood--free inference (LFI) and Approximate Bayesian Computation (ABC)
where we replace the black-box simulator model with an approximator network and
generate a rich set of s... | [
1,
0,
0,
1,
0,
0
] |
Title: Narrow-line Laser Cooling by Adiabatic Transfer,
Abstract: We propose and demonstrate a novel laser cooling mechanism applicable to
particles with narrow-linewidth optical transitions. By sweeping the frequency
of counter-propagating laser beams in a sawtooth manner, we cause adiabatic
transfer back and forth be... | [
0,
1,
0,
0,
0,
0
] |
Title: Assessing the Effect of Stellar Companions from High-Resolution Imaging of Kepler Objects of Interest,
Abstract: We report on 176 close (<2") stellar companions detected with high-resolution
imaging near 170 hosts of Kepler Objects of Interest. These Kepler targets were
prioritized for imaging follow-up based on... | [
0,
1,
0,
0,
0,
0
] |
Title: Semi-Supervised Learning via New Deep Network Inversion,
Abstract: We exploit a recently derived inversion scheme for arbitrary deep neural
networks to develop a new semi-supervised learning framework that applies to a
wide range of systems and problems. The approach outperforms current
state-of-the-art methods ... | [
1,
0,
0,
1,
0,
0
] |
Title: Using English as Pivot to Extract Persian-Italian Parallel Sentences from Non-Parallel Corpora,
Abstract: The effectiveness of a statistical machine translation system (SMT) is very
dependent upon the amount of parallel corpus used in the training phase. For
low-resource language pairs there are not enough paral... | [
1,
0,
0,
0,
0,
0
] |
Title: Intrinsic geometry and analysis of Finsler structures,
Abstract: In this short note, we prove that if $F$ is a weak upper semicontinuous
admissible Finsler structure on a domain in $\mathbb{R}^n$, $n\geq 2$, then the
intrinsic distance and differential structures coincide. | [
0,
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1,
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0,
0
] |
Title: Combining Prediction of Human Decisions with ISMCTS in Imperfect Information Games,
Abstract: Monte Carlo Tree Search (MCTS) has been extended to many imperfect
information games. However, due to the added complexity that uncertainty
introduces, these adaptations have not reached the same level of practical
succ... | [
1,
0,
0,
0,
0,
0
] |
Title: The KLASH Proposal,
Abstract: We propose a search of galactic axions with mass about 0.2 microeV using a
large volume resonant cavity, about 50 m^3, cooled down to 4 K and immersed in
a moderate axial magnetic field of about 0.6 T generated inside the
superconducting magnet of the KLOE experiment located at the ... | [
0,
1,
0,
0,
0,
0
] |
Title: Dimensionality-Driven Learning with Noisy Labels,
Abstract: Datasets with significant proportions of noisy (incorrect) class labels
present challenges for training accurate Deep Neural Networks (DNNs). We
propose a new perspective for understanding DNN generalization for such
datasets, by investigating the dimen... | [
0,
0,
0,
1,
0,
0
] |
Title: Delving into adversarial attacks on deep policies,
Abstract: Adversarial examples have been shown to exist for a variety of deep learning
architectures. Deep reinforcement learning has shown promising results on
training agent policies directly on raw inputs such as image pixels. In this
paper we present a novel... | [
1,
0,
0,
1,
0,
0
] |
Title: On two functions arising in the study of the Euler and Carmichael quotients,
Abstract: We investigate two arithmetic functions naturally occurring in the study of
the Euler and Carmichael quotients. The functions are related to the frequency
of vanishing of the Euler and Carmichael quotients. We obtain several r... | [
0,
0,
1,
0,
0,
0
] |
Title: Lurking Variable Detection via Dimensional Analysis,
Abstract: Lurking variables represent hidden information, and preclude a full
understanding of phenomena of interest. Detection is usually based on
serendipity -- visual detection of unexplained, systematic variation. However,
these approaches are doomed to fa... | [
0,
0,
0,
1,
0,
0
] |
Title: System calibration method for Fourier ptychographic microscopy,
Abstract: Fourier ptychographic microscopy (FPM) is a recently proposed quantitative
phase imaging technique with high resolution and wide field-of-view (FOV). In
current FPM imaging platforms, systematic error sources come from the
aberrations, LED... | [
0,
1,
0,
0,
0,
0
] |
Title: Categories for Dynamic Epistemic Logic,
Abstract: The primary goal of this paper is to recast the semantics of modal logic, and
dynamic epistemic logic (DEL) in particular, in category-theoretic terms. We
first review the category of relations and categories of Kripke frames, with
particular emphasis on the dual... | [
1,
0,
1,
0,
0,
0
] |
Title: Accurate Pouring with an Autonomous Robot Using an RGB-D Camera,
Abstract: Robotic assistants in a home environment are expected to perform various
complex tasks for their users. One particularly challenging task is pouring
drinks into cups, which for successful completion, requires the detection and
tracking of... | [
1,
0,
0,
0,
0,
0
] |
Title: Restriction of Odd Degree Characters of $\mathfrak{S}_n$,
Abstract: Let $n$ and $k$ be natural numbers such that $2^k < n$. We study the
restriction to $\mathfrak{S}_{n-2^k}$ of odd-degree irreducible characters of
the symmetric group $\mathfrak{S}_n$. This analysis completes the study begun
in [Ayyer A., Prasad... | [
0,
0,
1,
0,
0,
0
] |
Title: CSGNet: Neural Shape Parser for Constructive Solid Geometry,
Abstract: We present a neural architecture that takes as input a 2D or 3D shape and
outputs a program that generates the shape. The instructions in our program are
based on constructive solid geometry principles, i.e., a set of boolean
operations on sh... | [
1,
0,
0,
0,
0,
0
] |
Title: Composite Weyl nodes stabilized by screw symmetry with and without time reversal,
Abstract: We classify the band degeneracies in 3D crystals with screw symmetry $n_m$
and broken $\mathcal P*\mathcal T$ symmetry, where $\mathcal P$ stands for
spatial inversion and $\mathcal T$ for time reversal. The generic degen... | [
0,
1,
0,
0,
0,
0
] |
Title: Deep Neural Networks as 0-1 Mixed Integer Linear Programs: A Feasibility Study,
Abstract: Deep Neural Networks (DNNs) are very popular these days, and are the subject
of a very intense investigation. A DNN is made by layers of internal units (or
neurons), each of which computes an affine combination of the outpu... | [
1,
0,
0,
0,
0,
0
] |
Title: Directionality Fields generated by a Local Hilbert Transform,
Abstract: We propose a new approach based on a local Hilbert transform to design
non-Hermitian potentials generating arbitrary vector fields of directionality,
p(r), with desired shapes and topologies. We derive a local Hilbert transform
to systematic... | [
0,
1,
0,
0,
0,
0
] |
Title: Bulk Eigenvalue Correlation Statistics of Random Biregular Bipartite Graphs,
Abstract: This paper is the second chapter of three of the author's undergraduate
thesis. In this paper, we consider the random matrix ensemble given by $(d_b,
d_w)$-regular graphs on $M$ black vertices and $N$ white vertices, where $d_... | [
0,
0,
1,
1,
0,
0
] |
Title: A local weighted Axler-Zheng theorem in $\mathbb{C}^n$,
Abstract: The well-known Axler-Zheng theorem characterizes compactness of finite sums
of finite products of Toeplitz operators on the unit disk in terms of the
Berezin transform of these operators. Subsequently this theorem was generalized
to other domains ... | [
0,
0,
1,
0,
0,
0
] |
Title: Spatial modulation of Joule losses to increase the normal zone propagation velocity in (RE)BaCuO tapes,
Abstract: This paper presents a simple approach to increase the normal zone propagation
velocity in (RE)BaCuO thin films grown on a flexible metallic substrate, also
called superconducting tapes. The key idea ... | [
0,
1,
0,
0,
0,
0
] |
Title: Vortex Thermometry for Turbulent Two-Dimensional Fluids,
Abstract: We introduce a new method of statistical analysis to characterise the
dynamics of turbulent fluids in two dimensions. We establish that, in
equilibrium, the vortex distributions can be uniquely connected to the
temperature of the vortex gas, and ... | [
0,
1,
0,
0,
0,
0
] |
Title: The Hurwitz-type theorem for the regular Coulomb wave function via Hankel determinants,
Abstract: We derive a closed formula for the determinant of the Hankel matrix whose
entries are given by sums of negative powers of the zeros of the regular
Coulomb wave function. This new identity applied together with resul... | [
0,
0,
1,
0,
0,
0
] |
Title: An Empirical Analysis of Proximal Policy Optimization with Kronecker-factored Natural Gradients,
Abstract: In this technical report, we consider an approach that combines the PPO
objective and K-FAC natural gradient optimization, for which we call PPOKFAC.
We perform a range of empirical analysis on various aspe... | [
0,
0,
0,
1,
0,
0
] |
Title: On the density of sets avoiding parallelohedron distance 1,
Abstract: The maximal density of a measurable subset of R^n avoiding Euclidean
distance1 is unknown except in the trivial case of dimension 1. In this paper,
we consider thecase of a distance associated to a polytope that tiles space,
where it is likely... | [
0,
0,
1,
0,
0,
0
] |
Title: Adversarial Deep Structured Nets for Mass Segmentation from Mammograms,
Abstract: Mass segmentation provides effective morphological features which are
important for mass diagnosis. In this work, we propose a novel end-to-end
network for mammographic mass segmentation which employs a fully convolutional
network ... | [
1,
0,
0,
0,
0,
0
] |
Title: The downward directed grounds hypothesis and very large cardinals,
Abstract: A transitive model $M$ of ZFC is called a ground if the universe $V$ is a set
forcing extension of $M$. We show that the grounds of $V$ are downward
set-directed. Consequently, we establish some fundamental theorems on the
forcing metho... | [
0,
0,
1,
0,
0,
0
] |
Title: A Distributed Control Framework of Multiple Unmanned Aerial Vehicles for Dynamic Wildfire Tracking,
Abstract: Wild-land fire fighting is a hazardous job. A key task for firefighters is to
observe the "fire front" to chart the progress of the fire and areas that will
likely spread next. Lack of information of the... | [
1,
0,
0,
0,
0,
0
] |
Title: Rayleigh-Brillouin light scattering spectroscopy of nitrous oxide (N$_2$O),
Abstract: High signal-to-noise and high-resolution light scattering spectra are
measured for nitrous oxide (N$_2$O) gas at an incident wavelength of 403.00 nm,
at 90$^\circ$ scattering, at room temperature and at gas pressures in the ran... | [
0,
1,
0,
0,
0,
0
] |
Title: Competition between Chaotic and Non-Chaotic Phases in a Quadratically Coupled Sachdev-Ye-Kitaev Model,
Abstract: The Sachdev-Ye-Kitaev (SYK) model is a concrete solvable model to study
non-Fermi liquid properties, holographic duality and maximally chaotic
behavior. In this work, we consider a generalization of t... | [
0,
1,
0,
0,
0,
0
] |
Title: Symmetry Realization via a Dynamical Inverse Higgs Mechanism,
Abstract: The Ward identities associated with spontaneously broken symmetries can be
saturated by Goldstone bosons. However, when space-time symmetries are broken,
the number of Goldstone bosons necessary to non-linearly realize the symmetry
can be le... | [
0,
1,
0,
0,
0,
0
] |
Title: Growth of strontium ruthenate films by hybrid molecular beam epitaxy,
Abstract: We report on the growth of epitaxial Sr2RuO4 films using a hybrid molecular
beam epitaxy approach in which a volatile precursor containing RuO4 is used to
supply ruthenium and oxygen. The use of the precursor overcomes a number of
is... | [
0,
1,
0,
0,
0,
0
] |
Title: Possible Evidence for the Stochastic Acceleration of Secondary Antiprotons by Supernova Remnants,
Abstract: The antiproton-to-proton ratio in the cosmic-ray spectrum is a sensitive
probe of new physics. Using recent measurements of the cosmic-ray antiproton
and proton fluxes in the energy range of 1-1000 GeV, we... | [
0,
1,
0,
0,
0,
0
] |
Title: The Host Galaxy and Redshift of the Repeating Fast Radio Burst FRB 121102,
Abstract: The precise localization of the repeating fast radio burst (FRB 121102) has
provided the first unambiguous association (chance coincidence probability
$p\lesssim3\times10^{-4}$) of an FRB with an optical and persistent radio
cou... | [
0,
1,
0,
0,
0,
0
] |
Title: Thicket Density,
Abstract: Thicket density is a new measure of the complexity of a set system, having
the same relationship to stable formulas that VC density has to NIP formulas.
It satisfies a Sauer-Shelah type dichotomy that has applications in both model
theory and the theory of algorithms | [
0,
0,
1,
0,
0,
0
] |
Title: Uniformizations of stable $(γ,n)$-gonal Riemann surfaces,
Abstract: A $(\gamma,n)$-gonal pair is a pair $(S,f)$, where $S$ is a closed Riemann
surface and $f:S \to R$ is a degree $n$ holomorphic map onto a closed Riemann
surface $R$ of genus $\gamma$. If the signature of $(S,f)$ is of hyperbolic
type, then there... | [
0,
0,
1,
0,
0,
0
] |
Title: If you are not paying for it, you are the product: How much do advertisers pay to reach you?,
Abstract: Online advertising is progressively moving towards a programmatic model in
which ads are matched to actual interests of individuals collected as they
browse the web. Letting the huge debate around privacy asid... | [
1,
0,
0,
0,
0,
0
] |
Title: Circularly polarized vacuum field in three-dimensional chiral photonic crystals probed by quantum dot emission,
Abstract: The quantum nature of light-matter interactions in a circularly polarized
vacuum field was probed by spontaneous emission from quantum dots in
three-dimensional chiral photonic crystals. Due ... | [
0,
1,
0,
0,
0,
0
] |
Title: Critical behavior of quasi-two-dimensional semiconducting ferromagnet CrGeTe$_3$,
Abstract: The critical properties of the single-crystalline semiconducting ferromagnet
CrGeTe$_3$ were investigated by bulk dc magnetization around the paramagnetic
to ferromagnetic phase transition. Critical exponents $\beta = 0.2... | [
0,
1,
0,
0,
0,
0
] |
Title: Scale-free Monte Carlo method for calculating the critical exponent $γ$ of self-avoiding walks,
Abstract: We implement a scale-free version of the pivot algorithm and use it to sample
pairs of three-dimensional self-avoiding walks, for the purpose of efficiently
calculating an observable that corresponds to the ... | [
0,
1,
1,
0,
0,
0
] |
Title: The quadratic M-convexity testing problem,
Abstract: M-convex functions, which are a generalization of valuated matroids, play a
central role in discrete convex analysis. Quadratic M-convex functions
constitute a basic and important subclass of M-convex functions, which has a
close relationship with phylogenetic... | [
0,
0,
1,
0,
0,
0
] |
Title: Distributed Bayesian Matrix Factorization with Limited Communication,
Abstract: Bayesian matrix factorization (BMF) is a powerful tool for producing low-rank
representations of matrices and for predicting missing values and providing
confidence intervals. Scaling up the posterior inference for massive-scale
matr... | [
1,
0,
0,
1,
0,
0
] |
Title: Optimized Certificate Revocation List Distribution for Secure V2X Communications,
Abstract: The successful deployment of safe and trustworthy Connected and Autonomous
Vehicles (CAVs) will highly depend on the ability to devise robust and
effective security solutions to resist sophisticated cyber attacks and patc... | [
1,
0,
0,
0,
0,
0
] |
Title: Optical response of highly reflective film used in the water Cherenkov muon veto of the XENON1T dark matter experiment,
Abstract: The XENON1T experiment is the most recent stage of the XENON Dark Matter
Search, aiming for the direct detection of Weakly Interacting Massive Particles
(WIMPs). To reach its projecte... | [
0,
1,
0,
0,
0,
0
] |
Title: On spectral partitioning of signed graphs,
Abstract: We argue that the standard graph Laplacian is preferable for spectral
partitioning of signed graphs compared to the signed Laplacian. Simple examples
demonstrate that partitioning based on signs of components of the leading
eigenvectors of the signed Laplacian... | [
1,
0,
1,
1,
0,
0
] |
Title: Sensor Fusion for Public Space Utilization Monitoring in a Smart City,
Abstract: Public space utilization is crucial for urban developers to understand how
efficient a place is being occupied in order to improve existing or future
infrastructures. In a smart cities approach, implementing public space
monitoring ... | [
1,
0,
0,
1,
0,
0
] |
Title: Symplectic integrators for second-order linear non-autonomous equations,
Abstract: Two families of symplectic methods specially designed for second-order
time-dependent linear systems are presented. Both are obtained from the Magnus
expansion of the corresponding first-order equation, but otherwise they differ
i... | [
0,
0,
1,
0,
0,
0
] |
Title: Deep Reinforcement Learning: Framework, Applications, and Embedded Implementations,
Abstract: The recent breakthroughs of deep reinforcement learning (DRL) technique in
Alpha Go and playing Atari have set a good example in handling large state and
actions spaces of complicated control problems. The DRL technique... | [
1,
0,
0,
0,
0,
0
] |
Title: Experimental observation of node-line-like surface states in LaBi,
Abstract: In a Dirac nodal line semimetal, the bulk conduction and valence bands touch
at extended lines in the Brillouin zone. To date, most of the theoretically
predicted and experimentally discovered nodal lines derive from the bulk bands
of t... | [
0,
1,
0,
0,
0,
0
] |
Title: Manin's conjecture for a class of singular cubic hypersurfaces,
Abstract: Let $n$ be a positive multiple of $4$. We establish an asymptotic formula for
the number of rational points of bounded height on singular cubic hypersurfaces
$S_n$ defined by $$ x^3=(y_1^2 + \cdots + y_n^2)z . $$ This result is new in
two ... | [
0,
0,
1,
0,
0,
0
] |
Title: A Flexible Approach to Automated RNN Architecture Generation,
Abstract: The process of designing neural architectures requires expert knowledge and
extensive trial and error. While automated architecture search may simplify
these requirements, the recurrent neural network (RNN) architectures generated
by existin... | [
1,
0,
0,
1,
0,
0
] |
Title: Convexification of Neural Graph,
Abstract: Traditionally, most complex intelligence architectures are extremely
non-convex, which could not be well performed by convex optimization. However,
this paper decomposes complex structures into three types of nodes: operators,
algorithms and functions. Iteratively, prop... | [
0,
0,
0,
1,
0,
0
] |
Title: Pseudogaps in strongly interacting Fermi gases,
Abstract: A central challenge in modern condensed matter physics is developing the
tools for understanding nontrivial yet unordered states of matter. One
important idea to emerge in this context is that of a "pseudogap": the fact
that under appropriate circumstance... | [
0,
1,
0,
0,
0,
0
] |
Title: Resolution-Exact Planner for Thick Non-Crossing 2-Link Robots,
Abstract: We consider the path planning problem for a 2-link robot amidst polygonal
obstacles. Our robot is parametrizable by the lengths $\ell_1, \ell_2>0$ of its
two links, the thickness $\tau \ge 0$ of the links, and an angle $\kappa$ that
constra... | [
1,
0,
0,
0,
0,
0
] |
Title: Easing Embedding Learning by Comprehensive Transcription of Heterogeneous Information Networks,
Abstract: Heterogeneous information networks (HINs) are ubiquitous in real-world
applications. In the meantime, network embedding has emerged as a convenient
tool to mine and learn from networked data. As a result, it... | [
1,
0,
0,
0,
0,
0
] |
Title: Generic Dynamical Phase Transition in One-Dimensional Bulk-Driven Lattice Gases with Exclusion,
Abstract: Dynamical phase transitions are crucial features of the fluctuations of
statistical systems, corresponding to boundaries between qualitatively
different mechanisms of maintaining unlikely values of dynamical... | [
0,
1,
0,
0,
0,
0
] |
Title: Semianalytical calculation of the zonal-flow oscillation frequency in stellarators,
Abstract: Due to their capability to reduce turbulent transport in magnetized plasmas,
understanding the dynamics of zonal flows is an important problem in the fusion
programme. Since the pioneering work by Rosenbluth and Hinton ... | [
0,
1,
0,
0,
0,
0
] |
Title: Geometric phase of a moving dipole under a magnetic field at a distance,
Abstract: We predict a geometric quantum phase shift of a moving electric dipole in the
presence of an external magnetic field at a distance. On the basis of the
Lorentz-covariant field interaction approach, we show that a geometric phase
a... | [
0,
1,
0,
0,
0,
0
] |
Title: A refined count of Coxeter element factorizations,
Abstract: For well-generated complex reflection groups, Chapuy and Stump gave a simple
product for a generating function counting reflection factorizations of a
Coxeter element by their length. This is refined here to record the number of
reflections used from e... | [
0,
0,
1,
0,
0,
0
] |
Title: Tuning the magnetism of the top-layer FeAs on BaFe$_{2}$As$_{2}$(001): First-principles study,
Abstract: The magnetic properties of BaFe$_{2}$As$_{2}$(001) surface have been studied
by using first-principles electronic structure calculations. We find that for
As-terminated surface the magnetic ground state of th... | [
0,
1,
0,
0,
0,
0
] |
Title: Cubature methods to solve BSDEs: Error expansion and complexity control,
Abstract: We obtain an explicit error expansion for the solution of Backward Stochastic
Differential Equations (BSDEs) using the cubature on Wiener spaces method. The
result is proved under a mild strengthening of the assumptions needed for... | [
0,
0,
1,
0,
0,
0
] |
Title: An Earth-mass Planet in a 1-AU Orbit around an Ultracool Dwarf,
Abstract: We combine $Spitzer$ and ground-based KMTNet microlensing observations to
identify and precisely measure an Earth-mass ($1.43^{+0.45}_{-0.32} M_\oplus$)
planet OGLE-2016-BLG-1195Lb at $1.16^{+0.16}_{-0.13}$ AU orbiting a
$0.078^{+0.016}_{-... | [
0,
1,
0,
0,
0,
0
] |
Title: Distributed Statistical Estimation and Rates of Convergence in Normal Approximation,
Abstract: This paper presents a class of new algorithms for distributed statistical
estimation that exploit divide-and-conquer approach. We show that one of the
key benefits of the divide-and-conquer strategy is robustness, an i... | [
0,
0,
1,
1,
0,
0
] |
Title: Connecting HL Tau to the Observed Exoplanet Sample,
Abstract: The Atacama Large Millimeter/submilimeter Array (ALMA) recently revealed a
set of nearly concentric gaps in the protoplanetary disk surrounding the young
star HL Tau. If these are carved by forming gas giants, this provides the first
set of orbital in... | [
0,
1,
0,
0,
0,
0
] |
Title: How Should a Robot Assess Risk? Towards an Axiomatic Theory of Risk in Robotics,
Abstract: Endowing robots with the capability of assessing risk and making risk-aware
decisions is widely considered a key step toward ensuring safety for robots
operating under uncertainty. But, how should a robot quantify risk? A ... | [
1,
0,
0,
0,
0,
0
] |
Title: Pitfalls and Best Practices in Algorithm Configuration,
Abstract: Good parameter settings are crucial to achieve high performance in many areas
of artificial intelligence (AI), such as propositional satisfiability solving,
AI planning, scheduling, and machine learning (in particular deep learning).
Automated alg... | [
1,
0,
0,
0,
0,
0
] |
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