text stringlengths 57 2.88k | labels listlengths 6 6 |
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Title: A New Perspective on Robust $M$-Estimation: Finite Sample Theory and Applications to Dependence-Adjusted Multiple Testing,
Abstract: Heavy-tailed errors impair the accuracy of the least squares estimate, which
can be spoiled by a single grossly outlying observation. As argued in the
seminal work of Peter Huber i... | [
0,
0,
1,
1,
0,
0
] |
Title: On the incorporation of interval-valued fuzzy sets into the Bousi-Prolog system: declarative semantics, implementation and applications,
Abstract: In this paper we analyse the benefits of incorporating interval-valued fuzzy
sets into the Bousi-Prolog system. A syntax, declarative semantics and im-
plementation f... | [
1,
0,
0,
0,
0,
0
] |
Title: Pandeia: A Multi-mission Exposure Time Calculator for JWST and WFIRST,
Abstract: Pandeia is the exposure time calculator (ETC) system developed for the James
Webb Space Telescope (JWST) that will be used for creating JWST proposals. It
includes a simulation-hybrid Python engine that calculates the two-dimensiona... | [
0,
1,
0,
0,
0,
0
] |
Title: Fitch-Style Modal Lambda Calculi,
Abstract: Fitch-style modal deduction, in which modalities are eliminated by opening a
subordinate proof, and introduced by shutting one, were investigated in the
1990s as a basis for lambda calculi. We show that such calculi have good
computational properties for a variety of i... | [
1,
0,
0,
0,
0,
0
] |
Title: Asymptotic behaviour of ground states for mixtures of ferromagnetic and antiferromagnetic interactions in a dilute regime,
Abstract: We consider randomly distributed mixtures of bonds of ferromagnetic and
antiferromagnetic type in a two-dimensional square lattice with probability
$1-p$ and $p$, respectively, acc... | [
0,
0,
1,
0,
0,
0
] |
Title: Extended Reduced-Form Framework for Non-Life Insurance,
Abstract: In this paper we propose a general framework for modeling an insurance
claims' information flow in continuous time, by generalizing the reduced-form
framework for credit risk and life insurance. In particular, we assume a
nontrivial dependence str... | [
0,
0,
0,
0,
0,
1
] |
Title: Overview of Recent Studies and Design Changes for the FNAL Magnetron Ion Source,
Abstract: This paper will cover several studies and design changes that will eventually
be implemented to the Fermi National Accelerator Laboratory (FNAL) magnetron
ion source. The topics include tungsten cathode insert, solenoid ga... | [
0,
1,
0,
0,
0,
0
] |
Title: Complete algebraic solution of multidimensional optimization problems in tropical semifield,
Abstract: We consider multidimensional optimization problems that are formulated in the
framework of tropical mathematics to minimize functions defined on vectors over
a tropical semifield (a semiring with idempotent add... | [
1,
0,
1,
0,
0,
0
] |
Title: Continuous Optimization of Adaptive Quadtree Structures,
Abstract: We present a novel continuous optimization method to the discrete problem of
quadtree optimization. The optimization aims at achieving a quadtree structure
with the highest mechanical stiffness, where the edges in the quadtree are
interpreted as ... | [
1,
0,
0,
0,
0,
0
] |
Title: Machine Learning Meets Microeconomics: The Case of Decision Trees and Discrete Choice,
Abstract: We provide a microeconomic framework for decision trees: a popular machine
learning method. Specifically, we show how decision trees represent a
non-compensatory decision protocol known as disjunctions-of-conjunction... | [
0,
0,
0,
1,
0,
0
] |
Title: PAC Identification of Many Good Arms in Stochastic Multi-Armed Bandits,
Abstract: We consider the problem of identifying any $k$ out of the best $m$ arms in an
$n$-armed stochastic multi-armed bandit. Framed in the PAC setting, this
particular problem generalises both the problem of `best subset selection' and
t... | [
1,
0,
0,
1,
0,
0
] |
Title: Stein's Method for Stationary Distributions of Markov Chains and Application to Ising Models,
Abstract: We develop a new technique, based on Stein's method, for comparing two
stationary distributions of irreducible Markov Chains whose update rules are
`close enough'. We apply this technique to compare Ising mode... | [
0,
0,
1,
0,
0,
0
] |
Title: Enabling Multi-Source Neural Machine Translation By Concatenating Source Sentences In Multiple Languages,
Abstract: In this paper, we propose a novel and elegant solution to "Multi-Source
Neural Machine Translation" (MSNMT) which only relies on preprocessing a N-way
multilingual corpus without modifying the Neur... | [
1,
0,
0,
0,
0,
0
] |
Title: Model-based reinforcement learning in differential graphical games,
Abstract: This paper seeks to combine differential game theory with the
actor-critic-identifier architecture to determine forward-in-time, approximate
optimal controllers for formation tracking in multi-agent systems, where the
agents have uncer... | [
1,
0,
1,
0,
0,
0
] |
Title: Approximation of solutions of SDEs driven by a fractional Brownian motion, under pathwise uniqueness,
Abstract: Our aim in this paper is to establish some strong stability properties of a
solution of a stochastic differential equation driven by a fractional Brownian
motion for which the pathwise uniqueness holds... | [
0,
0,
1,
0,
0,
0
] |
Title: Multi-district preference modelling,
Abstract: Generating realistic artificial preference distributions is an important part
of any simulation analysis of electoral systems. While this has been discussed
in some detail in the context of a single electoral district, many electoral
systems of interest are based on... | [
1,
1,
0,
0,
0,
0
] |
Title: Neural Text Generation: A Practical Guide,
Abstract: Deep learning methods have recently achieved great empirical success on
machine translation, dialogue response generation, summarization, and other
text generation tasks. At a high level, the technique has been to train
end-to-end neural network models consist... | [
1,
0,
0,
1,
0,
0
] |
Title: On the Erasure Robustness Property of Random Matrices,
Abstract: The study of the restricted isometry property (RIP) for corrupted random
matrices is particularly important in the field of compressed sensing (CS) with
corruptions. If a matrix still satisfy RIP after a certain portion of rows are
erased, then we ... | [
0,
0,
1,
0,
0,
0
] |
Title: Synchronizing automata and the language of minimal reset words,
Abstract: We study a connection between synchronizing automata and its set $M$ of
minimal reset words, i.e., such that no proper factor is a reset word. We first
show that any synchronizing automaton having the set of minimal reset words
whose set o... | [
1,
0,
0,
0,
0,
0
] |
Title: Peephole: Predicting Network Performance Before Training,
Abstract: The quest for performant networks has been a significant force that drives
the advancements of deep learning in recent years. While rewarding, improving
network design has never been an easy journey. The large design space combined
with the trem... | [
1,
0,
0,
1,
0,
0
] |
Title: Quadratically Tight Relations for Randomized Query Complexity,
Abstract: Let $f:\{0,1\}^n \rightarrow \{0,1\}$ be a Boolean function. The certificate
complexity $C(f)$ is a complexity measure that is quadratically tight for the
zero-error randomized query complexity $R_0(f)$: $C(f) \leq R_0(f) \leq
C(f)^2$. In t... | [
1,
0,
0,
0,
0,
0
] |
Title: Parabolic subgroup orbits on finite root systems,
Abstract: Oshima's Lemma describes the orbits of parabolic subgroups of irreducible
finite Weyl groups on crystallographic root systems. This note generalises that
result to all root systems of finite Coxeter groups, and provides a self
contained proof, independe... | [
0,
0,
1,
0,
0,
0
] |
Title: User Modelling for Avoiding Overfitting in Interactive Knowledge Elicitation for Prediction,
Abstract: In human-in-the-loop machine learning, the user provides information beyond
that in the training data. Many algorithms and user interfaces have been
designed to optimize and facilitate this human--machine inter... | [
1,
0,
0,
1,
0,
0
] |
Title: Advanced Bayesian Multilevel Modeling with the R Package brms,
Abstract: The brms package allows R users to easily specify a wide range of Bayesian
single-level and multilevel models, which are fitted with the probabilistic
programming language Stan behind the scenes. Several response distributions are
supported... | [
0,
0,
0,
1,
0,
0
] |
Title: $W$-entropy, super Perelman Ricci flows and $(K, m)$-Ricci solitons,
Abstract: In this paper, we prove the characterization of the $(K, \infty)$-super
Perelman Ricci flows by various functional inequalities and gradient estimate
for the heat semigroup generated by the Witten Laplacian on manifolds equipped
with ... | [
0,
0,
1,
0,
0,
0
] |
Title: Stellar energetic particle ionization in protoplanetary disks around T Tauri stars,
Abstract: Anomalies in the abundance measurements of short lived radionuclides in
meteorites indicate that the protosolar nebulae was irradiated by a high amount
of energetic particles (E$\gtrsim$10 MeV). The particle flux of the... | [
0,
1,
0,
0,
0,
0
] |
Title: Truncation-free Hybrid Inference for DPMM,
Abstract: Dirichlet process mixture models (DPMM) are a cornerstone of Bayesian
non-parametrics. While these models free from choosing the number of components
a-priori, computationally attractive variational inference often reintroduces
the need to do so, via a truncat... | [
1,
0,
0,
1,
0,
0
] |
Title: Functors and morphisms determined by subcategories,
Abstract: We study the existence and uniqueness of minimal right determiners in various
categories. Particularly in a Hom-finite hereditary abelian category with
enough projectives, we prove that the Auslander-Reiten-Smal{\o}-Ringel formula
of the minimal right... | [
0,
0,
1,
0,
0,
0
] |
Title: The Risk of Machine Learning,
Abstract: Many applied settings in empirical economics involve simultaneous estimation
of a large number of parameters. In particular, applied economists are often
interested in estimating the effects of many-valued treatments (like teacher
effects or location effects), treatment ef... | [
0,
0,
0,
1,
0,
0
] |
Title: Agatha: disentangling periodic signals from correlated noise in a periodogram framework,
Abstract: Periodograms are used as a key significance assessment and visualisation tool
to display the significant periodicities in unevenly sampled time series. We
introduce a framework of periodograms, called "Agatha", to ... | [
0,
1,
0,
1,
0,
0
] |
Title: On the generation of the quarks through spontaneous symmetry breaking,
Abstract: In this paper we present the state of the art about the quarks: group SU(3),
Lie algebra, the electric charge and mass. The quarks masses are generated in
the same way as the lepton masses. It is constructed a term in the Lagrangian... | [
0,
1,
0,
0,
0,
0
] |
Title: Distributed Holistic Clustering on Linked Data,
Abstract: Link discovery is an active field of research to support data integration in
the Web of Data. Due to the huge size and number of available data sources,
efficient and effective link discovery is a very challenging task. Common
pairwise link discovery appr... | [
1,
0,
0,
0,
0,
0
] |
Title: A branch-and-bound algorithm for the minimum radius $k$-enclosing ball problem,
Abstract: The minimum $k$-enclosing ball problem seeks the ball with smallest radius
that contains at least~$k$ of~$m$ given points in a general $n$-dimensional
Euclidean space. This problem is NP-hard. We present a branch-and-bound
... | [
1,
0,
1,
0,
0,
0
] |
Title: Motion Planning in Irreducible Path Spaces,
Abstract: The motion of a mechanical system can be defined as a path through its
configuration space. Computing such a path has a computational complexity
scaling exponentially with the dimensionality of the configuration space. We
propose to reduce the dimensionality ... | [
1,
0,
0,
0,
0,
0
] |
Title: Sample-Derived Disjunctive Rules for Secure Power System Operation,
Abstract: Machine learning techniques have been used in the past using Monte Carlo
samples to construct predictors of the dynamic stability of power systems. In
this paper we move beyond the task of prediction and propose a comprehensive
approac... | [
0,
0,
0,
1,
0,
0
] |
Title: Zeeman interaction and Jahn-Teller effect in $Γ_8$ multiplet,
Abstract: We present a thorough analysis of the interplay of magnetic moment and the
Jahn-Teller effect in the $\Gamma_8$ cubic multiplet. We find that in the
presence of dynamical Jahn-Teller effect, the Zeeman interaction remains
isotropic, whereas ... | [
0,
1,
0,
0,
0,
0
] |
Title: The Design and Implementation of Modern Online Programming Competitions,
Abstract: This paper presents a framework for the implementation of online programming
competitions, including a set of principles for the design of the multiplayer
game and a practical framework for the construction of the competition
envi... | [
1,
0,
0,
0,
0,
0
] |
Title: Emergence of a spectral gap in a class of random matrices associated with split graphs,
Abstract: Motivated by the intriguing behavior displayed in a dynamic network that
models a population of extreme introverts and extroverts (XIE), we consider the
spectral properties of ensembles of random split graph adjacen... | [
0,
1,
1,
0,
0,
0
] |
Title: ParaGraphE: A Library for Parallel Knowledge Graph Embedding,
Abstract: Knowledge graph embedding aims at translating the knowledge graph into
numerical representations by transforming the entities and relations into
continuous low-dimensional vectors. Recently, many methods [1, 5, 3, 2, 6] have
been proposed to... | [
1,
0,
0,
0,
0,
0
] |
Title: Platooning in the Presence of a Speed Drop: A Generalized Control Model,
Abstract: The positive impacts of platooning on travel time reliability, congestion,
emissions, and energy consumption have been shown for homogeneous roadway
segments. However, speed limit changes frequently throughout the transportation
n... | [
1,
0,
0,
0,
0,
0
] |
Title: Direct visualization of vortex ice in a nanostructured superconductor,
Abstract: Artificial ice systems have unique physical properties promising for
potential applications. One of the most challenging issues in this field is to
find novel ice systems that allows a precise control over the geometries and
many-bo... | [
0,
1,
0,
0,
0,
0
] |
Title: Statistical Mechanics of Node-perturbation Learning with Noisy Baseline,
Abstract: Node-perturbation learning is a type of statistical gradient descent
algorithm that can be applied to problems where the objective function is not
explicitly formulated, including reinforcement learning. It estimates the
gradient ... | [
1,
0,
0,
1,
0,
0
] |
Title: New Generalized Fixed Point Results on $S_{b}$-Metric Spaces,
Abstract: Recently $S_{b}$-metric spaces have been introduced as the generalizations of
metric and $S$-metric spaces. In this paper we investigate some basic
properties of this new space. We generalize the classical Banach's contraction
principle usin... | [
0,
0,
1,
0,
0,
0
] |
Title: Ternary and $n$-ary $f$-distributive Structures,
Abstract: We introduce and study ternary $f$-distributive structures, Ternary
$f$-quandles and more generally their higher $n$-ary analogues. A
classification of ternary $f$-quandles is provided in low dimensions. Moreover,
we study extension theory and introduce ... | [
0,
0,
1,
0,
0,
0
] |
Title: Tunable high-harmonic generation by chromatic focusing of few-cycle laser pulses,
Abstract: In this work we study the impact of chromatic focusing of few-cycle laser
pulses on high-order harmonic generation (HHG) through analysis of the emitted
extreme ultraviolet (XUV) radiation. Chromatic focusing is usually a... | [
0,
1,
0,
0,
0,
0
] |
Title: Settling the query complexity of non-adaptive junta testing,
Abstract: We prove that any non-adaptive algorithm that tests whether an unknown
Boolean function $f: \{0, 1\}^n\to \{0, 1\}$ is a $k$-junta or $\epsilon$-far
from every $k$-junta must make $\widetilde{\Omega}(k^{3/2} / \epsilon)$ many
queries for a wi... | [
1,
0,
0,
0,
0,
0
] |
Title: Cross-layer Optimization for Ultra-reliable and Low-latency Radio Access Networks,
Abstract: In this paper, we propose a framework for cross-layer optimization to ensure
ultra-high reliability and ultra-low latency in radio access networks, where
both transmission delay and queueing delay are considered. With sh... | [
1,
0,
0,
0,
0,
0
] |
Title: Network Inference via the Time-Varying Graphical Lasso,
Abstract: Many important problems can be modeled as a system of interconnected
entities, where each entity is recording time-dependent observations or
measurements. In order to spot trends, detect anomalies, and interpret the
temporal dynamics of such data,... | [
1,
0,
1,
0,
0,
0
] |
Title: Construction of dynamical semigroups by a functional regularisation à la Kato,
Abstract: A functional version of the Kato one-parametric regularisation for the
construction of a dynamical semigroup generator of a relative bound one
perturbation is introduced. It does not require that the minus generator of the
u... | [
0,
0,
1,
0,
0,
0
] |
Title: Visual Reasoning with Multi-hop Feature Modulation,
Abstract: Recent breakthroughs in computer vision and natural language processing have
spurred interest in challenging multi-modal tasks such as visual
question-answering and visual dialogue. For such tasks, one successful approach
is to condition image-based c... | [
0,
0,
0,
1,
0,
0
] |
Title: Ultrahigh capacitive energy storage in highly oriented BaZr(x)Ti(1-x)O3 thin films prepared by pulsed laser deposition,
Abstract: We report structural, optical, temperature and frequency dependent
dielectric, and energy storage properties of pulsed laser deposited (100)
highly textured BaZr(x)Ti(1-x)O3 (x = 0.3,... | [
0,
1,
0,
0,
0,
0
] |
Title: Highly Efficient Human Action Recognition with Quantum Genetic Algorithm Optimized Support Vector Machine,
Abstract: In this paper we propose the use of quantum genetic algorithm to optimize the
support vector machine (SVM) for human action recognition. The Microsoft Kinect
sensor can be used for skeleton tracki... | [
1,
0,
0,
1,
0,
0
] |
Title: Differential relations for almost Belyi maps,
Abstract: Several kinds of differential relations for polynomial components of almost
Belyi maps are presented. Saito's theory of free divisors give particularly
interesting (yet conjectural) logarithmic action of vector fields. The
differential relations implied by ... | [
0,
0,
1,
0,
0,
0
] |
Title: Comparative Study of Virtual Machines and Containers for DevOps Developers,
Abstract: In this work, we plan to develop a system to compare virtual machines with
container technology. We would devise ways to measure the administrator effort
of containers vs. Virtual Machines (VMs). Metrics that will be tested aga... | [
1,
0,
0,
0,
0,
0
] |
Title: Periodic fourth-order cubic NLS: Local well-posedness and Non-squeezing property,
Abstract: In this paper, we consider the cubic fourth-order nonlinear Schrödinger
equation (4NLS) under the periodic boundary condition. We prove two results.
One is the local well-posedness in $H^s$ with $-1/3 \le s < 0$ for the C... | [
0,
0,
1,
0,
0,
0
] |
Title: Measuring the unmeasurable - a project of domestic violence risk prediction and management,
Abstract: The prevention of domestic violence (DV) have aroused serious concerns in
Taiwan because of the disparity between the increasing amount of reported DV
cases that doubled over the past decade and the scarcity of ... | [
1,
0,
0,
0,
0,
0
] |
Title: Embedded real-time monitoring using SystemC in IMA network,
Abstract: Avionics is one kind of domain where prevention prevails. Nonetheless fails
occur. Sometimes due to pilot misreacting, flooded in information. Sometimes
information itself would be better verified than trusted. To avoid some kind of
failure, i... | [
1,
0,
0,
0,
0,
0
] |
Title: One pixel attack for fooling deep neural networks,
Abstract: Recent research has revealed that the output of Deep Neural Networks (DNN)
can be easily altered by adding relatively small perturbations to the input
vector. In this paper, we analyze an attack in an extremely limited scenario
where only one pixel can... | [
1,
0,
0,
1,
0,
0
] |
Title: Multi-proton bunch driven hollow plasma wakefield acceleration in the nonlinear regime,
Abstract: Proton-driven plasma wakefield acceleration has been demonstrated in
simulations to be capable of accelerating particles to the energy frontier in a
single stage, but its potential is hindered by the fact that curre... | [
0,
1,
0,
0,
0,
0
] |
Title: Large-Scale Mapping of Human Activity using Geo-Tagged Videos,
Abstract: This paper is the first work to perform spatio-temporal mapping of human
activity using the visual content of geo-tagged videos. We utilize a recent
deep-learning based video analysis framework, termed hidden two-stream
networks, to recogni... | [
1,
0,
0,
0,
0,
0
] |
Title: Efficient Exact and Approximate Algorithms for Computing Betweenness Centrality in Directed Graphs,
Abstract: Graphs are an important tool to model data in different domains, including
social networks, bioinformatics and the world wide web. Most of the networks
formed in these domains are directed graphs, where ... | [
1,
0,
0,
0,
0,
0
] |
Title: A Competitive Algorithm for Online Multi-Robot Exploration of a Translating Plume,
Abstract: In this paper, we study the problem of exploring a translating plume with a
team of aerial robots. The shape and the size of the plume are unknown to the
robots. The objective is to find a tour for each robot such that t... | [
1,
0,
0,
0,
0,
0
] |
Title: Warped Riemannian metrics for location-scale models,
Abstract: The present paper shows that warped Riemannian metrics, a class of Riemannian
metrics which play a prominent role in Riemannian geometry, are also of
fundamental importance in information geometry. Precisely, the paper features a
new theorem, which s... | [
0,
0,
1,
1,
0,
0
] |
Title: Correcting rural building annotations in OpenStreetMap using convolutional neural networks,
Abstract: Rural building mapping is paramount to support demographic studies and plan
actions in response to crisis that affect those areas. Rural building
annotations exist in OpenStreetMap (OSM), but their quality and q... | [
1,
0,
0,
0,
0,
0
] |
Title: Closed-form Harmonic Contrast Control with Surface Impedance Coatings for Conductive Objects,
Abstract: The problem of suppressing the scattering from conductive objects is
addressed in terms of harmonic contrast reduction. A unique compact closed-form
solution for a surface impedance $Z_s(m,kr)$ is found in a s... | [
0,
1,
0,
0,
0,
0
] |
Title: Shape Convergence for Aggregate Tiles in Conformal Tilings,
Abstract: Given a substitution tiling $T$ of the plane with subdivision operator
$\tau$, we study the conformal tilings $\mathcal{T}_n$ associated with $\tau^n
T$. We prove that aggregate tiles within $\mathcal{T}_n$ converge in shape as
$n\rightarrow \... | [
0,
0,
1,
0,
0,
0
] |
Title: Performance and sensitivity of vortex coronagraphs on segmented space telescopes,
Abstract: The detection of molecular species in the atmospheres of earth-like
exoplanets orbiting nearby stars requires an optical system that suppresses
starlight and maximizes the sensitivity to the weak planet signals at small
a... | [
0,
1,
0,
0,
0,
0
] |
Title: Local systems on complements of arrangements of smooth, complex algebraic hypersurfaces,
Abstract: We consider smooth, complex quasi-projective varieties $U$ which admit a
compactification with a boundary which is an arrangement of smooth algebraic
hypersurfaces. If the hypersurfaces intersect locally like hyper... | [
0,
0,
1,
0,
0,
0
] |
Title: Some Open Problems in Random Matrix Theory and the Theory of Integrable Systems. II,
Abstract: We describe a list of open problems in random matrix theory and the theory of
integrable systems that was presented at the conference Asymptotics in
Integrable Systems, Random Matrices and Random Processes and Universa... | [
0,
1,
1,
0,
0,
0
] |
Title: A semi-parametric estimation for max-mixture spatial processes,
Abstract: We proposed a semi-parametric estimation procedure in order to estimate the
parameters of a max-mixture model and also of a max-stable model (inverse
max-stable model) as an alternative to composite likelihood. A good estimation
by the pro... | [
0,
0,
1,
1,
0,
0
] |
Title: Spectroscopic Observation and Analysis of HII regions in M33 with MMT: Temperatures and Oxygen Abundances,
Abstract: The spectra of 413 star-forming (or HII) regions in M33 (NGC 598) were
observed by using the multifiber spectrograph of Hectospec at the 6.5-m
Multiple Mirror Telescope (MMT). By using this homoge... | [
0,
1,
0,
0,
0,
0
] |
Title: Deep learning to achieve clinically applicable segmentation of head and neck anatomy for radiotherapy,
Abstract: Over half a million individuals are diagnosed with head and neck cancer each
year worldwide. Radiotherapy is an important curative treatment for this
disease, but it requires manually intensive deline... | [
0,
0,
0,
1,
0,
0
] |
Title: Intelligent Parameter Tuning in Optimization-based Iterative CT Reconstruction via Deep Reinforcement Learning,
Abstract: A number of image-processing problems can be formulated as optimization
problems. The objective function typically contains several terms specifically
designed for different purposes. Paramet... | [
0,
1,
0,
0,
0,
0
] |
Title: Adversarial Examples that Fool Detectors,
Abstract: An adversarial example is an example that has been adjusted to produce a
wrong label when presented to a system at test time. To date, adversarial
example constructions have been demonstrated for classifiers, but not for
detectors. If adversarial examples that ... | [
1,
0,
0,
0,
0,
0
] |
Title: Direct and mediating influences of user-developer perception gaps in requirements understanding on user participation,
Abstract: User participation is considered an effective way to conduct requirements
engineering, but user-developer perception gaps in requirements understanding
occur frequently. Since user par... | [
1,
0,
0,
0,
0,
0
] |
Title: A fast numerical method for ideal fluid flow in domains with multiple stirrers,
Abstract: A collection of arbitrarily-shaped solid objects, each moving at a constant
speed, can be used to mix or stir ideal fluid, and can give rise to interesting
flow patterns. Assuming these systems of fluid stirrers are two-dim... | [
0,
0,
1,
0,
0,
0
] |
Title: A Short Survey on Probabilistic Reinforcement Learning,
Abstract: A reinforcement learning agent tries to maximize its cumulative payoff by
interacting in an unknown environment. It is important for the agent to explore
suboptimal actions as well as to pick actions with highest known rewards. Yet,
in sensitive d... | [
1,
0,
0,
1,
0,
0
] |
Title: The Muon g-2 experiment at Fermilab,
Abstract: The upcoming Fermilab E989 experiment will measure the muon anomalous
magnetic moment $a_{\mu}$ . This measurement is motivated by the previous
measurement performed in 2001 by the BNL E821 experiment that reported a 3-4
standard deviation discrepancy between the me... | [
0,
1,
0,
0,
0,
0
] |
Title: Bypass Fraud Detection: Artificial Intelligence Approach,
Abstract: Telecom companies are severely damaged by bypass fraud or SIM boxing.
However, there is a shortage of published research to tackle this problem. The
traditional method of Test Call Generating is easily overcome by fraudsters and
the need for mor... | [
1,
0,
0,
0,
0,
0
] |
Title: Scenario Reduction Revisited: Fundamental Limits and Guarantees,
Abstract: The goal of scenario reduction is to approximate a given discrete
distribution with another discrete distribution that has fewer atoms. We
distinguish continuous scenario reduction, where the new atoms may be chosen
freely, and discrete s... | [
0,
0,
1,
0,
0,
0
] |
Title: Testing the science/technology relationship by analysis of patent citations of scientific papers after decomposition of both science and technology,
Abstract: The relationship of scientific knowledge development to technological
development is widely recognized as one of the most important and complex
aspects of... | [
1,
1,
0,
0,
0,
0
] |
Title: A Mention-Ranking Model for Abstract Anaphora Resolution,
Abstract: Resolving abstract anaphora is an important, but difficult task for text
understanding. Yet, with recent advances in representation learning this task
becomes a more tangible aim. A central property of abstract anaphora is that it
establishes a ... | [
1,
0,
0,
1,
0,
0
] |
Title: Harmonic density interpolation methods for high-order evaluation of Laplace layer potentials in 2D and 3D,
Abstract: We present an effective harmonic density interpolation method for the
numerical evaluation of singular and nearly singular Laplace boundary integral
operators and layer potentials in two and three... | [
0,
1,
0,
0,
0,
0
] |
Title: The Thermophysical Properties of the Bagnold Dunes, Mars: Ground-truthing Orbital Data,
Abstract: In this work, we compare the thermophysical properties and particle sizes
derived from the Mars Science Laboratory (MSL) rover's Ground Temperature
Sensor (GTS) of the Bagnold dunes, specifically Namib dune, to thos... | [
0,
1,
0,
0,
0,
0
] |
Title: Algorithmic Trading with Fitted Q Iteration and Heston Model,
Abstract: We present the use of the fitted Q iteration in algorithmic trading. We show
that the fitted Q iteration helps alleviate the dimension problem that the
basic Q-learning algorithm faces in application to trading. Furthermore, we
introduce a p... | [
0,
0,
0,
0,
0,
1
] |
Title: Mailbox Types for Unordered Interactions,
Abstract: We propose a type system for reasoning on protocol conformance and deadlock
freedom in networks of processes that communicate through unordered mailboxes.
We model these networks in the mailbox calculus, a mild extension of the
asynchronous {\pi}-calculus with ... | [
1,
0,
0,
0,
0,
0
] |
Title: A recursive algorithm and a series expansion related to the homogeneous Boltzmann equation for hard potentials with angular cutoff,
Abstract: We consider the spatially homogeneous Boltzmann equation for hard potentials
with angular cutoff. This equation has a unique conservative weak solution
$(f_t)_{t\geq 0}$, ... | [
0,
0,
1,
0,
0,
0
] |
Title: Asymptotics of maximum likelihood estimation for stable law with $(M)$ parameterization,
Abstract: Asymptotics of maximum likelihood estimation for $\alpha$-stable law are
analytically investigated with $(M)$ parameterization. The consistency and
asymptotic normality are shown on the interior of the whole parame... | [
0,
0,
1,
1,
0,
0
] |
Title: Enabling Massive Deep Neural Networks with the GraphBLAS,
Abstract: Deep Neural Networks (DNNs) have emerged as a core tool for machine learning.
The computations performed during DNN training and inference are dominated by
operations on the weight matrices describing the DNN. As DNNs incorporate more
stages and... | [
1,
0,
0,
0,
0,
0
] |
Title: What Can Machine Learning Teach Us about Communications?,
Abstract: Rapid improvements in machine learning over the past decade are beginning to
have far-reaching effects. For communications, engineers with limited domain
expertise can now use off-the-shelf learning packages to design
high-performance systems ba... | [
1,
0,
0,
1,
0,
0
] |
Title: The efficiency of community detection by most similar node pairs,
Abstract: Community analysis is an important way to ascertain whether or not a complex
system consists of sub-structures with different properties. In this paper, we
give a two level community structure analysis for the SSCI journal system by
most... | [
1,
0,
0,
0,
0,
0
] |
Title: Infinitely many periodic orbits just above the Mañé critical value on the 2-sphere,
Abstract: We introduce a new critical value $c_\infty(L)$ for Tonelli Lagrangians $L$
on the tangent bundle of the 2-sphere without minimizing measures supported on
a point. We show that $c_\infty(L)$ is strictly larger than the ... | [
0,
0,
1,
0,
0,
0
] |
Title: Decentralized Random Walk-Based Data Collection in Networks,
Abstract: We analyze a decentralized random walk-based algorithm for data collection at
the sink in a multi-hop sensor network. Our algorithm, Random-Collect, which
involves data packets being passed to random neighbors in the network according
to a ra... | [
1,
0,
0,
0,
0,
0
] |
Title: The redshift distribution of cosmological samples: a forward modeling approach,
Abstract: Determining the redshift distribution $n(z)$ of galaxy samples is essential
for several cosmological probes including weak lensing. For imaging surveys,
this is usually done using photometric redshifts estimated on an
objec... | [
0,
1,
0,
0,
0,
0
] |
Title: Analysis of equivalence relation in joint sparse recovery,
Abstract: The joint sparse recovery problem is a generalization of the single
measurement vector problem which is widely studied in Compressed Sensing and it
aims to recovery a set of jointly sparse vectors. i.e. have nonzero entries
concentrated at comm... | [
1,
0,
1,
0,
0,
0
] |
Title: The Stochastic Firefighter Problem,
Abstract: The dynamics of infectious diseases spread is crucial in determining their
risk and offering ways to contain them. We study sequential vaccination of
individuals in networks. In the original (deterministic) version of the
Firefighter problem, a fire breaks out at som... | [
1,
0,
0,
0,
0,
0
] |
Title: Generalizations of the 'Linear Chain Trick': Incorporating more flexible dwell time distributions into mean field ODE models,
Abstract: Mathematical modelers have long known of a "rule of thumb" referred to as the
Linear Chain Trick (LCT; aka the Gamma Chain Trick): a technique used to
construct mean field ODE m... | [
0,
0,
0,
0,
1,
0
] |
Title: Combining Neural Networks and Tree Search for Task and Motion Planning in Challenging Environments,
Abstract: We consider task and motion planning in complex dynamic environments for
problems expressed in terms of a set of Linear Temporal Logic (LTL)
constraints, and a reward function. We propose a methodology b... | [
1,
0,
0,
0,
0,
0
] |
Title: BT-Nets: Simplifying Deep Neural Networks via Block Term Decomposition,
Abstract: Recently, deep neural networks (DNNs) have been regarded as the
state-of-the-art classification methods in a wide range of applications,
especially in image classification. Despite the success, the huge number of
parameters blocks ... | [
1,
0,
0,
1,
0,
0
] |
Title: Resampling Strategy in Sequential Monte Carlo for Constrained Sampling Problems,
Abstract: Sequential Monte Carlo (SMC) methods are a class of Monte Carlo methods that
are used to obtain random samples of a high dimensional random variable in a
sequential fashion. Many problems encountered in applications often ... | [
0,
0,
0,
1,
0,
0
] |
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