text stringlengths 138 2.38k | labels listlengths 6 6 | Predictions listlengths 1 3 |
|---|---|---|
Title: Tangle-tree duality in abstract separation systems,
Abstract: We prove a general width duality theorem for combinatorial structures with
well-defined notions of cohesion and separation. These might be graphs and
matroids, but can be much more general or quite different. The theorem asserts
a duality between the ... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics",
"Computer Science"
] |
Title: Essentially No Barriers in Neural Network Energy Landscape,
Abstract: Training neural networks involves finding minima of a high-dimensional
non-convex loss function. Knowledge of the structure of this energy landscape
is sparse. Relaxing from linear interpolations, we construct continuous paths
between minima o... | [
0,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Approximating the Backbone in the Weighted Maximum Satisfiability Problem,
Abstract: The weighted Maximum Satisfiability problem (weighted MAX-SAT) is a NP-hard
problem with numerous applications arising in artificial intelligence. As an
efficient tool for heuristic design, the backbone has been applied to
heuri... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: New type integral inequalities for convex functions with applications II,
Abstract: We have recently established some integral inequalities for convex functions
via the Hermite-Hadamard's inequalities. In continuation here, we also
establish some interesting new integral inequalities for convex functions via
the... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Physical problem solving: Joint planning with symbolic, geometric, and dynamic constraints,
Abstract: In this paper, we present a new task that investigates how people interact
with and make judgments about towers of blocks. In Experiment~1, participants
in the lab solved a series of problems in which they had t... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Quantitative Biology"
] |
Title: A Stochastic Model for File Lifetime and Security in Data Center Networks,
Abstract: Data center networks are an important infrastructure in various applications
of modern information technologies. Note that each data center always has a
finite lifetime, thus once a data center fails, then it will lose all its
s... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: A Theoretical Perspective of Solving Phaseless Compressed Sensing via Its Nonconvex Relaxation,
Abstract: As a natural extension of compressive sensing and the requirement of some
practical problems, Phaseless Compressed Sensing (PCS) has been introduced and
studied recently. Many theoretical results have been o... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics",
"Computer Science"
] |
Title: Affine Rough Models,
Abstract: The goal of this survey article is to explain and elucidate the affine
structure of recent models appearing in the rough volatility literature, and
show how it leads to exponential-affine transform formulas. | [
0,
0,
0,
0,
0,
1
] | [
"Quantitative Finance",
"Mathematics"
] |
Title: When flux standards go wild: white dwarfs in the age of Kepler,
Abstract: White dwarf stars have been used as flux standards for decades, thanks to
their staid simplicity. We have empirically tested their photometric stability
by analyzing the light curves of 398 high-probability candidates and
spectroscopically... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Stable representations of posets,
Abstract: The purpose of this paper is to study stable representations of partially
ordered sets (posets) and compare it to the well known theory for quivers. In
particular, we prove that every indecomposable representation of a poset of
finite type is stable with respect to som... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: A Practical Bandit Method with Advantages in Neural Network Tuning,
Abstract: Stochastic bandit algorithms can be used for challenging non-convex
optimization problems. Hyperparameter tuning of neural networks is particularly
challenging, necessitating new approaches. To this end, we present a method
that adapti... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Dynamic Security Analysis of Power Systems by a Sampling-Based Algorithm,
Abstract: Dynamic security analysis is an important problem of power systems on
ensuring safe operation and stable power supply even when certain faults occur.
No matter such faults are caused by vulnerabilities of system components,
physi... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Physics"
] |
Title: Macro diversity in Cellular Networks with Random Blockages,
Abstract: Blocking objects (blockages) between a transmitter and receiver cause
wireless communication links to transition from line-of-sight (LOS) to
non-line-of-sight (NLOS) propagation, which can greatly reduce the received
power, particularly at hig... | [
1,
0,
1,
0,
0,
0
] | [
"Computer Science",
"Physics"
] |
Title: HybridNet: Classification and Reconstruction Cooperation for Semi-Supervised Learning,
Abstract: In this paper, we introduce a new model for leveraging unlabeled data to
improve generalization performances of image classifiers: a two-branch
encoder-decoder architecture called HybridNet. The first branch receives... | [
0,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Multipath Error Correction in Radio Interferometric Positioning Systems,
Abstract: The radio interferometric positioning system (RIPS) is an accurate node
localization method featuring a novel phase-based ranging process. Multipath is
the limiting error source for RIPS in ground-deployed scenarios or indoor
appl... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Physics"
] |
Title: Network of vertically c-oriented prism shaped InN nanowalls grown on c-GaN/sapphire template by chemical vapor deposition technique,
Abstract: Networks of vertically c-oriented prism shaped InN nanowalls, are grown on
c-GaN/sapphire templates using a CVD technique, where pure indium and ammonia
are used as metal... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Convolved subsampling estimation with applications to block bootstrap,
Abstract: The block bootstrap approximates sampling distributions from dependent data
by resampling data blocks. A fundamental problem is establishing its
consistency for the distribution of a sample mean, as a prototypical statistic.
We use ... | [
0,
0,
1,
1,
0,
0
] | [
"Statistics",
"Mathematics"
] |
Title: Computing Simple Multiple Zeros of Polynomial Systems,
Abstract: Given a polynomial system f associated with a simple multiple zero x of
multiplicity {\mu}, we give a computable lower bound on the minimal distance
between the simple multiple zero x and other zeros of f. If x is only given
with limited accuracy, ... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics",
"Computer Science"
] |
Title: Latent Geometry and Memorization in Generative Models,
Abstract: It can be difficult to tell whether a trained generative model has learned to
generate novel examples or has simply memorized a specific set of outputs. In
published work, it is common to attempt to address this visually, for example
by displaying ... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics",
"Mathematics"
] |
Title: Landau Collision Integral Solver with Adaptive Mesh Refinement on Emerging Architectures,
Abstract: The Landau collision integral is an accurate model for the small-angle
dominated Coulomb collisions in fusion plasmas. We investigate a high order
accurate, fully conservative, finite element discretization of the... | [
1,
0,
0,
0,
0,
0
] | [
"Physics",
"Computer Science"
] |
Title: Finite-time scaling at the Anderson transition for vibrations in solids,
Abstract: A model in which a three-dimensional elastic medium is represented by a
network of identical masses connected by springs of random strengths and
allowed to vibrate only along a selected axis of the reference frame, exhibits
an And... | [
0,
1,
0,
0,
0,
0
] | [
"Physics",
"Mathematics"
] |
Title: On the Status of the Measurement Problem: Recalling the Relativistic Transactional Interpretation,
Abstract: In view of a resurgence of concern about the measurement problem, it is
pointed out that the Relativistic Transactional Interpretation (RTI) remedies
issues previously considered as drawbacks or refutatio... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Mixed Precision Training of Convolutional Neural Networks using Integer Operations,
Abstract: The state-of-the-art (SOTA) for mixed precision training is dominated by
variants of low precision floating point operations, and in particular, FP16
accumulating into FP32 Micikevicius et al. (2017). On the other hand,... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science"
] |
Title: Nanostructured complex oxides as a route towards thermal behavior in artificial spin ice systems,
Abstract: We have used soft x-ray photoemission electron microscopy to image the
magnetization of single domain La$_{0.7}$Sr$_{0.3}$MnO$_{3}$ nano-islands
arranged in geometrically frustrated configurations such as ... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: A Simple Convolutional Generative Network for Next Item Recommendation,
Abstract: Convolutional Neural Networks (CNNs) have been recently introduced in the
domain of session-based next item recommendation. An ordered collection of past
items the user has interacted with in a session (or sequence) are embedded in... | [
0,
0,
0,
1,
0,
0
] | [
"Computer Science"
] |
Title: A Domain Specific Language for Performance Portable Molecular Dynamics Algorithms,
Abstract: Developers of Molecular Dynamics (MD) codes face significant challenges when
adapting existing simulation packages to new hardware. In a continuously
diversifying hardware landscape it becomes increasingly difficult for
... | [
1,
1,
0,
0,
0,
0
] | [
"Computer Science",
"Physics",
"Quantitative Biology"
] |
Title: CMB anisotropies at all orders: the non-linear Sachs-Wolfe formula,
Abstract: We obtain the non-linear generalization of the Sachs-Wolfe + integrated
Sachs-Wolfe (ISW) formula describing the CMB temperature anisotropies. Our
formula is valid at all orders in perturbation theory, is also valid in all
gauges and i... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: On a binary system of Prendiville: The cubic case,
Abstract: We prove sharp decoupling inequalities for a class of two dimensional
non-degenerate surfaces in R^5, introduced by Prendiville. As a consequence, we
obtain sharp bounds on the number of integer solutions of the Diophantine
systems associated with thes... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Causal Inference by Stochastic Complexity,
Abstract: The algorithmic Markov condition states that the most likely causal direction
between two random variables X and Y can be identified as that direction with
the lowest Kolmogorov complexity. Due to the halting problem, however, this
notion is not computable.
We... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Automated Speed and Lane Change Decision Making using Deep Reinforcement Learning,
Abstract: This paper introduces a method, based on deep reinforcement learning, for
automatically generating a general purpose decision making function. A Deep
Q-Network agent was trained in a simulated environment to handle speed... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science"
] |
Title: Reducing biases on $H_0$ measurements using strong lensing and galaxy dynamics: results from the EAGLE simulation,
Abstract: Cosmological parameter constraints from observations of time-delay lenses are
becoming increasingly precise. However, there may be significant bias and
scatter in these measurements due to... | [
0,
1,
0,
0,
0,
0
] | [
"Physics",
"Astrophysics"
] |
Title: Heisenberg Modules over Quantum 2-tori are metrized quantum vector bundles,
Abstract: The modular Gromov-Hausdorff propinquity is a distance on classes of modules
endowed with quantum metric information, in the form of a metric form of a
connection and a left Hilbert module structure. This paper proves that the
... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics",
"Physics"
] |
Title: Toward Controlled Generation of Text,
Abstract: Generic generation and manipulation of text is challenging and has limited
success compared to recent deep generative modeling in visual domain. This
paper aims at generating plausible natural language sentences, whose attributes
are dynamically controlled by learn... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Human peripheral blur is optimal for object recognition,
Abstract: Our eyes sample a disproportionately large amount of information at the
centre of gaze with increasingly sparse sampling into the periphery. This
sampling scheme is widely believed to be a wiring constraint whereby high
resolution at the centre i... | [
0,
0,
0,
0,
1,
0
] | [
"Computer Science",
"Quantitative Biology"
] |
Title: Acceleration of Mean Square Distance Calculations with Floating Close Structure in Metadynamics Simulations,
Abstract: Molecular dynamics simulates the~movements of atoms. Due to its high cost,
many methods have been developed to "push the~simulation forward". One of them,
metadynamics, can hasten the~molecular ... | [
1,
0,
0,
0,
0,
0
] | [
"Physics",
"Computer Science"
] |
Title: Neutronic Analysis on Potential Accident Tolerant Fuel-Cladding Combination U$_3$Si$_2$-FeCrAl,
Abstract: Neutronic performance is investigated for a potential accident tolerant fuel
(ATF),which consists of U$_3$Si$_2$ fuel and FeCrAl cladding. In comparison
with current UO$_2$-Zr system, FeCrAl has a better oxi... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: A Macdonald refined topological vertex,
Abstract: We consider the refined topological vertex of Iqbal et al, as a function of
two parameters (x, y), and deform it by introducing Macdonald parameters (q,
t), as in the work of Vuletic on plane partitions, to obtain 'a Macdonald
refined topological vertex'. In the ... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics",
"Physics"
] |
Title: Estimating Achievable Range of Ground Robots Operating on Single Battery Discharge for Operational Efficacy Amelioration,
Abstract: Mobile robots are increasingly being used to assist with active pursuit and
law enforcement. One major limitation for such missions is the resource
(battery) allocated to the robot.... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Likelihood ratio test for variance components in nonlinear mixed effects models,
Abstract: Mixed effects models are widely used to describe heterogeneity in a
population. A crucial issue when adjusting such a model to data consists in
identifying fixed and random effects. From a statistical point of view, it
rem... | [
0,
0,
0,
1,
0,
0
] | [
"Statistics",
"Mathematics"
] |
Title: Solving $\ell^p\!$-norm regularization with tensor kernels,
Abstract: In this paper, we discuss how a suitable family of tensor kernels can be used
to efficiently solve nonparametric extensions of $\ell^p$ regularized learning
methods. Our main contribution is proposing a fast dual algorithm, and showing
that it... | [
0,
0,
1,
1,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Complementary views on electron spectra: From Fluctuation Diagnostics to real space correlations,
Abstract: We study the relation between the microscopic properties of a many-body
system and the electron spectra, experimentally accessible by photoemission. In
a recent paper [Phys. Rev. Lett. 114, 236402 (2015)],... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Extracting Automata from Recurrent Neural Networks Using Queries and Counterexamples,
Abstract: We present a novel algorithm that uses exact learning and abstraction to
extract a deterministic finite automaton describing the state dynamics of a
given trained RNN. We do this using Angluin's L* algorithm as a lear... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: GBDT of discrete skew-selfadjoint Dirac systems and explicit solutions of the corresponding non-stationary problems,
Abstract: Generalized Bäcklund-Darboux transformations (GBDTs) of discrete
skew-selfadjoint Dirac systems have been successfully used for explicit solving
of direct and inverse problems of Weyl-Ti... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics",
"Physics"
] |
Title: Smooth Neighbors on Teacher Graphs for Semi-supervised Learning,
Abstract: The recently proposed self-ensembling methods have achieved promising results
in deep semi-supervised learning, which penalize inconsistent predictions of
unlabeled data under different perturbations. However, they only consider
adding pe... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Achieving Spectrum Efficient Communication Under Cross-Technology Interference,
Abstract: In wireless communication, heterogeneous technologies such as WiFi, ZigBee
and BlueTooth operate in the same ISM band.With the exponential growth in the
number of wireless devices, the ISM band becomes more and more crowded... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science"
] |
Title: A Galactic Cosmic Ray Electron Intensity Increase of a factor of up to 100 At Energies between 3 and 50 MeV in the Heliosheath between the Termination Shock and the Heliopause Due to Solar Modulation As Measured by Voyager 1,
Abstract: We have derived background corrected intensities of 3-50 MeV galactic
electro... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: On self-affine sets,
Abstract: We survey the dimension theory of self-affine sets for general mathematical
audience. The article is in Finnish. | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Multiplicative slices, relativistic Toda and shifted quantum affine algebras,
Abstract: We introduce the shifted quantum affine algebras. They map homomorphically
into the quantized $K$-theoretic Coulomb branches of $3d\ {\mathcal N}=4$ SUSY
quiver gauge theories. In type $A$, they are endowed with a coproduct, ... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics",
"Physics"
] |
Title: High temperature thermodynamics of the honeycomb-lattice Kitaev-Heisenberg model: A high temperature series expansion study,
Abstract: We develop high temperature series expansions for the thermodynamic
properties of the honeycomb-lattice Kitaev-Heisenberg model. Numerical results
for uniform susceptibility, hea... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Inference in Sparse Graphs with Pairwise Measurements and Side Information,
Abstract: We consider the statistical problem of recovering a hidden "ground truth"
binary labeling for the vertices of a graph up to low Hamming error from noisy
edge and vertex measurements. We present new algorithms and a sharp
finite... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Statistics",
"Mathematics"
] |
Title: Guiding Reinforcement Learning Exploration Using Natural Language,
Abstract: In this work we present a technique to use natural language to help
reinforcement learning generalize to unseen environments. This technique uses
neural machine translation, specifically the use of encoder-decoder networks,
to learn ass... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Cell Coverage Extension with Orthogonal Random Precoding for Massive MIMO Systems,
Abstract: In this paper, we investigate a coverage extension scheme based on orthogonal
random precoding (ORP) for the downlink of massive multiple-input
multiple-output (MIMO) systems. In this scheme, a precoding matrix consistin... | [
1,
0,
1,
0,
0,
0
] | [
"Computer Science",
"Physics"
] |
Title: Quasiparticles and charge transfer at the two surfaces of the honeycomb iridate Na$_2$IrO$_3$,
Abstract: Direct experimental investigations of the low-energy electronic structure of
the Na$_2$IrO$_3$ iridate insulator are sparse and draw two conflicting
pictures. One relies on flat bands and a clear gap, the oth... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Breaking Bivariate Records,
Abstract: We establish a fundamental property of bivariate Pareto records for
independent observations uniformly distributed in the unit square. We prove
that the asymptotic conditional distribution of the number of records broken by
an observation given that the observation sets a re... | [
0,
0,
1,
1,
0,
0
] | [
"Mathematics",
"Statistics"
] |
Title: A Bag-of-Paths Node Criticality Measure,
Abstract: This work compares several node (and network) criticality measures
quantifying to which extend each node is critical with respect to the
communication flow between nodes of the network, and introduces a new measure
based on the Bag-of-Paths (BoP) framework. Netw... | [
1,
1,
0,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Selection of quasi-stationary states in the Navier-Stokes equation on the torus,
Abstract: The two dimensional incompressible Navier-Stokes equation on $D_\delta := [0,
2\pi\delta] \times [0, 2\pi]$ with $\delta \approx 1$, periodic boundary
conditions, and viscosity $0 < \nu \ll 1$ is considered. Bars and dipol... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics",
"Physics"
] |
Title: Geometric Enclosing Networks,
Abstract: Training model to generate data has increasingly attracted research attention
and become important in modern world applications. We propose in this paper a
new geometry-based optimization approach to address this problem. Orthogonal to
current state-of-the-art density-base... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Out-degree reducing partitions of digraphs,
Abstract: Let $k$ be a fixed integer. We determine the complexity of finding a
$p$-partition $(V_1, \dots, V_p)$ of the vertex set of a given digraph such
that the maximum out-degree of each of the digraphs induced by $V_i$, ($1\leq
i\leq p$) is at least $k$ smaller th... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Presymplectic convexity and (ir)rational polytopes,
Abstract: In this paper, we extend the Atiyah--Guillemin--Sternberg convexity theorem
and Delzant's classification of symplectic toric manifolds to presymplectic
manifolds. We also define and study the Morita equivalence of presymplectic
toric manifolds and of ... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics",
"Physics"
] |
Title: Unsupervised Learning of Mixture Regression Models for Longitudinal Data,
Abstract: This paper is concerned with learning of mixture regression models for
individuals that are measured repeatedly. The adjective "unsupervised" implies
that the number of mixing components is unknown and has to be determined,
ideal... | [
0,
0,
0,
1,
0,
0
] | [
"Statistics",
"Mathematics"
] |
Title: Anomalous electron states,
Abstract: By the certain macroscopic perturbations in condensed matter anomalous
electron wells can be formed due to a local reduction of electromagnetic zero
point energy. These wells are narrow, of the width $\sim 10^{-11}cm$, and with
the depth $\sim 1MeV$. Such anomalous states, fr... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Temporal processing and context dependency in C. elegans mechanosensation,
Abstract: A quantitative understanding of how sensory signals are transformed into
motor outputs places useful constraints on brain function and helps reveal the
brain's underlying computations. We investigate how the nematode C. elegans
... | [
0,
0,
0,
0,
1,
0
] | [
"Quantitative Biology"
] |
Title: On the putative essential discreteness of q-generalized entropies,
Abstract: It has been argued in [EPL {\bf 90} (2010) 50004], entitled {\it Essential
discreteness in generalized thermostatistics with non-logarithmic entropy},
that "continuous Hamiltonian systems with long-range interactions and the
so-called q... | [
0,
1,
0,
0,
0,
0
] | [
"Physics",
"Mathematics"
] |
Title: Emergent electronic structure of CaFe2As2,
Abstract: CaFe2As2 exhibits collapsed tetragonal (cT) structure and varied exotic
behavior under pressure at low temperatures that led to debate on linking the
structural changes to its exceptional electronic properties like
superconductivity, magnetism, etc. Here, we i... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Smart "Predict, then Optimize",
Abstract: Many real-world analytics problems involve two significant challenges:
prediction and optimization. Due to the typically complex nature of each
challenge, the standard paradigm is to predict, then optimize. By and large,
machine learning tools are intended to minimize pr... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Mathematics",
"Statistics"
] |
Title: Density estimation on small datasets,
Abstract: How might a smooth probability distribution be estimated, with accurately
quantified uncertainty, from a limited amount of sampled data? Here we describe
a field-theoretic approach that addresses this problem remarkably well in one
dimension, providing an exact non... | [
1,
0,
0,
0,
1,
0
] | [
"Statistics",
"Mathematics"
] |
Title: Security Trust Zone in 5G Networks,
Abstract: Fifth Generation (5G) telecommunication system is going to deliver a flexible
radio access network (RAN). Security functions such as authorization,
authentication and accounting (AAA) are expected to be distributed from central
clouds to edge clouds. We propose a nov... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science"
] |
Title: Few-shot learning of neural networks from scratch by pseudo example optimization,
Abstract: In this paper, we propose a simple but effective method for training neural
networks with a limited amount of training data. Our approach inherits the idea
of knowledge distillation that transfers knowledge from a deep or... | [
0,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Identities and congruences involving the Fubini polynomials,
Abstract: In this paper, we investigate the umbral representation of the Fubini
polynomials $F_{x}^{n}:=F_{n}(x)$ to derive some properties involving these
polynomials. For any prime number $p$ and any polynomial $f$ with integer
coefficients, we show ... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: High-sensitivity Kinetic Inductance Detectors for CALDER,
Abstract: Providing a background discrimination tool is crucial for enhancing the
sensitivity of next-generation experiments searching for neutrinoless double-
beta decay. The development of high-sensitivity (< 20 eV RMS) cryogenic light
detectors allows ... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: An Exploration of Approaches to Integrating Neural Reranking Models in Multi-Stage Ranking Architectures,
Abstract: We explore different approaches to integrating a simple convolutional neural
network (CNN) with the Lucene search engine in a multi-stage ranking
architecture. Our models are trained using the PyTo... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science"
] |
Title: Monotonicity patterns and functional inequalities for classical and generalized Wright functions,
Abstract: In this paper our aim is to present the completely monotonicity and convexity
properties for the Wright function. As consequences of these results, we
present some functional inequalities. Moreover, we der... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Galaxy And Mass Assembly: the evolution of the cosmic spectral energy distribution from z = 1 to z = 0,
Abstract: We present the evolution of the Cosmic Spectral Energy Distribution (CSED)
from $z = 1 - 0$. Our CSEDs originate from stacking individual spectral energy
distribution fits based on panchromatic photo... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Asymptotic formula of the number of Newton polygons,
Abstract: In this paper, we enumerate Newton polygons asymptotically. The number of
Newton polygons is computable by a simple recurrence equation, but unexpectedly
the asymptotic formula of its logarithm contains growing oscillatory terms. As
the terms come fr... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Stochastic Variance Reduction Methods for Policy Evaluation,
Abstract: Policy evaluation is a crucial step in many reinforcement-learning
procedures, which estimates a value function that predicts states' long-term
value under a given policy. In this paper, we focus on policy evaluation with
linear function appr... | [
1,
0,
1,
1,
0,
0
] | [
"Computer Science",
"Statistics",
"Mathematics"
] |
Title: Measuring the polarization of electromagnetic fields using Rabi-rate measurements with spatial resolution: experiment and theory,
Abstract: When internal states of atoms are manipulated using coherent optical or
radio-frequency (RF) radiation, it is essential to know the polarization of the
radiation with respec... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Software-based Microarchitectural Attacks,
Abstract: Modern processors are highly optimized systems where every single cycle of
computation time matters. Many optimizations depend on the data that is being
processed. Software-based microarchitectural attacks exploit effects of these
optimizations. Microarchitect... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science"
] |
Title: Boundary problems for the fractional and tempered fractional operators,
Abstract: For characterizing the Brownian motion in a bounded domain: $\Omega$, it is
well-known that the boundary conditions of the classical diffusion equation
just rely on the given information of the solution along the boundary of a
doma... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics",
"Physics"
] |
Title: Bayesian Unification of Gradient and Bandit-based Learning for Accelerated Global Optimisation,
Abstract: Bandit based optimisation has a remarkable advantage over gradient based
approaches due to their global perspective, which eliminates the danger of
getting stuck at local optima. However, for continuous opti... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Statistics",
"Mathematics"
] |
Title: Detecting Bot Activity in the Ethereum Blockchain Network,
Abstract: The Ethereum blockchain network is a decentralized platform enabling smart
contract execution and transactions of Ether (ETH) [1], its designated
cryptocurrency. Ethereum is the second most popular cryptocurrency with a
market cap of more than ... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Quantitative Finance"
] |
Title: Near-infrared laser thermal conjunctivoplasty,
Abstract: Conjunctivochalasis is a common cause of tear dysfunction due to the
conjunctiva becoming loose and wrinkly with age. The current solutions to this
disease include either surgical excision in the operating room, or
thermoreduction of the loose tissue with ... | [
0,
1,
0,
0,
0,
0
] | [
"Physics",
"Quantitative Biology"
] |
Title: VTA: An Open Hardware-Software Stack for Deep Learning,
Abstract: Hardware acceleration is an enabler for ubiquitous and efficient deep
learning. With hardware accelerators being introduced in datacenter and edge
devices, it is time to acknowledge that hardware specialization is central to
the deep learning syst... | [
0,
0,
0,
1,
0,
0
] | [
"Computer Science"
] |
Title: Exact partial information decompositions for Gaussian systems based on dependency constraints,
Abstract: The Partial Information Decomposition (PID) [arXiv:1004.2515] provides a
theoretical framework to characterize and quantify the structure of
multivariate information sharing. A new method (Idep) has recently ... | [
0,
0,
0,
1,
1,
0
] | [
"Statistics",
"Mathematics"
] |
Title: Finite-time generalization of the thermodynamic uncertainty relation,
Abstract: For fluctuating currents in non-equilibrium steady states, the recently
discovered thermodynamic uncertainty relation expresses a fundamental relation
between their variance and the overall entropic cost associated with the
driving. ... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Composition Properties of Inferential Privacy for Time-Series Data,
Abstract: With the proliferation of mobile devices and the internet of things,
developing principled solutions for privacy in time series applications has
become increasingly important. While differential privacy is the gold standard
for databas... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Well-posedness of a Model for the Growth of Tree Stems and Vines,
Abstract: The paper studies a PDE model for the growth of a tree stem or a vine, having
the form of a differential inclusion with state constraints. The equations
describe the elongation due to cell growth, and the response to gravity and to
exter... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics",
"Quantitative Biology"
] |
Title: Hindsight policy gradients,
Abstract: A reinforcement learning agent that needs to pursue different goals across
episodes requires a goal-conditional policy. In addition to their potential to
generalize desirable behavior to unseen goals, such policies may also enable
higher-level planning based on subgoals. In ... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Electron-Phonon Interaction in Ternary Rare-Earth Copper Antimonides LaCuSb2 and La(Cu0.8Ag0.2)Sb2 probed by Yanson Point-Contact Spectroscopy,
Abstract: Investigation of the electron-phonon interaction (EPI) in LaCuSb2 and
La(Cu0.8Ag0.2)Sb2 compounds by Yanson point-contact spectroscopy (PCS) has been
carried o... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Time-dependent linear-response variational Monte Carlo,
Abstract: We present the extension of variational Monte Carlo (VMC) to the calculation
of electronic excitation energies and oscillator strengths using time-dependent
linear-response theory. By exploiting the analogy existing between the linear
method for w... | [
0,
1,
0,
0,
0,
0
] | [
"Physics",
"Mathematics"
] |
Title: Replica analysis of overfitting in regression models for time-to-event data,
Abstract: Overfitting, which happens when the number of parameters in a model is too
large compared to the number of data points available for determining these
parameters, is a serious and growing problem in survival analysis. While mo... | [
0,
1,
0,
1,
0,
0
] | [
"Statistics",
"Mathematics",
"Quantitative Biology"
] |
Title: Spinor analysis,
Abstract: "Let us call the novel quantities which, in addition to the vectors and
tensors, have appeared in the quantum mechanics of the spinning electron, and
which in the case of the Lorentz group are quite differently transformed from
tensors, as spinors for short. Is there no spinor analysis... | [
0,
1,
0,
0,
0,
0
] | [
"Physics",
"Mathematics"
] |
Title: Identifiability of phylogenetic parameters from k-mer data under the coalescent,
Abstract: Distances between sequences based on their $k$-mer frequency counts can be
used to reconstruct phylogenies without first computing a sequence alignment.
Past work has shown that effective use of k-mer methods depends on 1)... | [
0,
0,
1,
0,
0,
0
] | [
"Quantitative Biology",
"Statistics"
] |
Title: Using Transfer Learning for Image-Based Cassava Disease Detection,
Abstract: Cassava is the third largest source of carbohydrates for human food in the
world but is vulnerable to virus diseases, which threaten to destabilize food
security in sub-Saharan Africa. Novel methods of cassava disease detection are
need... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Quantitative Biology"
] |
Title: Discovery of Extreme [OIII]+H$β$ Emitting Galaxies Tracing an Overdensity at z~3.5 in CDF-South,
Abstract: Using deep multi-wavelength photometry of galaxies from ZFOURGE, we group
galaxies at $2.5<z<4.0$ by the shape of their spectral energy distributions
(SEDs). We identify a population of galaxies with excess... | [
0,
1,
0,
0,
0,
0
] | [
"Astrophysics"
] |
Title: Learning to attend in a brain-inspired deep neural network,
Abstract: Recent machine learning models have shown that including attention as a
component results in improved model accuracy and interpretability, despite the
concept of attention in these approaches only loosely approximating the brain's
attention me... | [
0,
0,
0,
0,
1,
0
] | [
"Computer Science",
"Quantitative Biology"
] |
Title: Anisotropic functional Laplace deconvolution,
Abstract: In the present paper we consider the problem of estimating a
three-dimensional function $f$ based on observations from its noisy Laplace
convolution. Our study is motivated by the analysis of Dynamic Contrast
Enhanced (DCE) imaging data. We construct an ada... | [
0,
0,
0,
1,
0,
0
] | [
"Mathematics",
"Statistics"
] |
Title: Parameter Sharing Deep Deterministic Policy Gradient for Cooperative Multi-agent Reinforcement Learning,
Abstract: Deep reinforcement learning for multi-agent cooperation and competition has
been a hot topic recently. This paper focuses on cooperative multi-agent
problem based on actor-critic methods under local... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: On a Neumann-type series for modified Bessel functions of the first kind,
Abstract: In this paper, we are interested in a Neumann-type series for modified Bessel
functions of the first kind which arises in the study of Dunkl operators
associated with dihedral groups and as an instance of the Laguerre semigroup
c... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: A Modern Search for Wolf-Rayet Stars in the Magellanic Clouds. III. A Third Year of Discoveries,
Abstract: For the past three years we have been conducting a survey for WR stars in the
Large and Small Magellanic Clouds (LMC, SMC). Our previous work has resulted in
the discovery of a new type of WR star in the LM... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Mathematical modeling of Zika disease in pregnant women and newborns with microcephaly in Brazil,
Abstract: We propose a new mathematical model for the spread of Zika virus. Special
attention is paid to the transmission of microcephaly. Numerical simulations
show the accuracy of the model with respect to the Zik... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics",
"Quantitative Biology"
] |
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