text stringlengths 57 2.88k | labels listlengths 6 6 |
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Title: The ratio of normalizing constants for Bayesian graphical Gaussian model selection,
Abstract: Many graphical Gaussian selection methods in a Bayesian framework use the
G-Wishart as the conjugate prior on the precision matrix. The Bayes factor to
compare a model governed by a graph G and a model governed by the n... | [
0,
0,
1,
1,
0,
0
] |
Title: Angiogenic Factors produced by Hypoxic Cells are a leading driver of Anastomoses in Sprouting Angiogenesis---a computational study,
Abstract: Angiogenesis - the growth of new blood vessels from a pre-existing
vasculature - is key in both physiological processes and on several
pathological scenarios such as cance... | [
0,
0,
0,
0,
1,
0
] |
Title: Henri Bénard: Thermal convection and vortex shedding,
Abstract: We present in this article the work of Henri Bénard (1874-1939), French
physicist who began the systematic experimental study of two hydrodynamic
systems: the thermal convection of fluids heated from below (the
Rayleigh-Bénard convection and the Bén... | [
0,
1,
0,
0,
0,
0
] |
Title: Surjective H-Colouring: New Hardness Results,
Abstract: A homomorphism from a graph G to a graph H is a vertex mapping f from the
vertex set of G to the vertex set of H such that there is an edge between
vertices f(u) and f(v) of H whenever there is an edge between vertices u and v
of G. The H-Colouring problem ... | [
1,
0,
1,
0,
0,
0
] |
Title: Subband adaptive filter trained by differential evolution for channel estimation,
Abstract: The normalized subband adaptive filter (NSAF) is widely accepted as a
preeminent adaptive filtering algorithm because of its efficiency under the
colored excitation. However, the convergence rate of NSAF is slow. To addre... | [
1,
0,
0,
0,
0,
0
] |
Title: Distributionally Robust Games: f-Divergence and Learning,
Abstract: In this paper we introduce the novel framework of distributionally robust
games. These are multi-player games where each player models the state of
nature using a worst-case distribution, also called adversarial distribution.
Thus each player's ... | [
1,
0,
1,
0,
0,
0
] |
Title: Modeling and Reasoning About Wireless Networks: A Graph-based Calculus Approach,
Abstract: We propose a graph-based process calculus for modeling and reasoning about
wireless networks with local broadcasts. Graphs are used at syntactical level
to describe the topological structures of networks. This calculus is ... | [
1,
0,
0,
0,
0,
0
] |
Title: Weyl's law on $RCD^*(K,N)$ metric measure spaces,
Abstract: In this paper, we will prove the Weyl's law for the asymptotic formula of
Dirichlet eigenvalues on metric measure spaces with generalized Ricci curvature
bounded from below. | [
0,
0,
1,
0,
0,
0
] |
Title: The area of the Mandelbrot set and Zagier's conjecture,
Abstract: We prove Zagier's conjecture regarding the 2-adic valuation of the
coefficients $\{b_m\}$ that appear in Ewing and Schober's series formula for
the area of the Mandelbrot set in the case where $m\equiv 2 \mod 4$. | [
0,
0,
1,
0,
0,
0
] |
Title: Accelerating Cross-Validation in Multinomial Logistic Regression with $\ell_1$-Regularization,
Abstract: We develop an approximate formula for evaluating a cross-validation estimator
of predictive likelihood for multinomial logistic regression regularized by an
$\ell_1$-norm. This allows us to avoid repeated opt... | [
0,
1,
0,
1,
0,
0
] |
Title: Realizing an optimization approach inspired from Piagets theory on cognitive development,
Abstract: The objective of this paper is to introduce an artificial intelligence based
optimization approach, which is inspired from Piagets theory on cognitive
development. The approach has been designed according to essen... | [
1,
0,
1,
0,
0,
0
] |
Title: Catalyst design using actively learned machine with non-ab initio input features towards CO2 reduction reactions,
Abstract: In conventional chemisorption model, the d-band center theory (augmented
sometimes with the upper edge of d-band for imporved accuarcy) plays a central
role in predicting adsorption energie... | [
0,
1,
0,
1,
0,
0
] |
Title: Clustering with Temporal Constraints on Spatio-Temporal Data of Human Mobility,
Abstract: Extracting significant places or places of interest (POIs) using individuals'
spatio-temporal data is of fundamental importance for human mobility analysis.
Classical clustering methods have been used in prior work for dete... | [
0,
0,
0,
1,
0,
0
] |
Title: The maximum number of zeros of $r(z) - \overline{z}$ revisited,
Abstract: Generalizing several previous results in the literature on rational harmonic
functions, we derive bounds on the maximum number of zeros of functions $f(z) =
\frac{p(z)}{q(z)} - \overline{z}$, which depend on both $\mathrm{deg}(p)$ and
$\ma... | [
0,
0,
1,
0,
0,
0
] |
Title: High Luminosity Large Hadron Collider HL-LHC,
Abstract: HL-LHC federates the efforts and R&D of a large international community
towards the ambitious HL- LHC objectives and contributes to establishing the
European Research Area (ERA) as a focal point of global research cooperation
and a leader in frontier knowle... | [
0,
1,
0,
0,
0,
0
] |
Title: Adversarial Discriminative Sim-to-real Transfer of Visuo-motor Policies,
Abstract: Various approaches have been proposed to learn visuo-motor policies for
real-world robotic applications. One solution is first learning in simulation
then transferring to the real world. In the transfer, most existing approaches
n... | [
1,
0,
0,
0,
0,
0
] |
Title: Algebraic Bethe ansatz for the trigonometric sl(2) Gaudin model with triangular boundary,
Abstract: In the derivation of the generating function of the Gaudin Hamiltonians with
boundary terms, we follow the same approach used previously in the rational
case, which in turn was based on Sklyanin's method in the pe... | [
0,
1,
0,
0,
0,
0
] |
Title: Marked Temporal Dynamics Modeling based on Recurrent Neural Network,
Abstract: We are now witnessing the increasing availability of event stream data, i.e.,
a sequence of events with each event typically being denoted by the time it
occurs and its mark information (e.g., event type). A fundamental problem is to
... | [
1,
0,
0,
0,
0,
0
] |
Title: A Bayesian framework for distributed estimation of arrival rates in asynchronous networks,
Abstract: In this paper we consider a network of agents monitoring a spatially
distributed arrival process. Each node measures the number of arrivals seen at
its monitoring point in a given time-interval with the objective... | [
1,
0,
1,
0,
0,
0
] |
Title: Rigidity of branching microstructures in shape memory alloys,
Abstract: We analyze generic sequences for which the geometrically linear energy
\[E_\eta(u,\chi):= \eta^{-\frac{2}{3}}\int_{B_{0}(1)} \left| e(u)-
\sum_{i=1}^3 \chi_ie_i\right|^2 d x+\eta^\frac{1}{3} \sum_{i=1}^3
|D\chi_i|(B_{0}(1))\] remains bounded... | [
0,
0,
1,
0,
0,
0
] |
Title: Study and Observation of the Variation of Accuracies of KNN, SVM, LMNN, ENN Algorithms on Eleven Different Datasets from UCI Machine Learning Repository,
Abstract: Machine learning qualifies computers to assimilate with data, without being
solely programmed [1, 2]. Machine learning can be classified as supervise... | [
0,
0,
0,
1,
0,
0
] |
Title: Network Classification in Temporal Networks Using Motifs,
Abstract: Network classification has a variety of applications, such as detecting
communities within networks and finding similarities between those representing
different aspects of the real world. However, most existing work in this area
focus on examin... | [
1,
0,
0,
0,
0,
0
] |
Title: The strength of Ramsey's theorem for pairs and arbitrarily many colors,
Abstract: In this paper, we show that $\mathrm{RT}^{2}+\mathsf{WKL}_0$ is a
$\Pi^{1}_{1}$-conservative extension of $\mathrm{B}\Sigma^0_3$. | [
0,
0,
1,
0,
0,
0
] |
Title: Joint Power Allocation and Beamforming for Energy-Efficient Two-Way Multi-Relay Communications,
Abstract: This paper considers the joint design of user power allocation and relay
beamforming in relaying communications, in which multiple pairs of
single-antenna users exchange information with each other via multi... | [
1,
0,
0,
0,
0,
0
] |
Title: Forecasting Internally Displaced Population Migration Patterns in Syria and Yemen,
Abstract: Armed conflict has led to an unprecedented number of internally displaced
persons (IDPs) - individuals who are forced out of their homes but remain
within their country. IDPs often urgently require shelter, food, and
hea... | [
0,
0,
0,
1,
0,
0
] |
Title: Entropy? Honest!,
Abstract: Here we deconstruct, and then in a reasoned way reconstruct, the concept of
"entropy of a system," paying particular attention to where the randomness may
be coming from. We start with the core concept of entropy as a COUNT associated
with a DESCRIPTION; this count (traditionally expr... | [
0,
1,
0,
0,
0,
0
] |
Title: Prior Convictions: Black-Box Adversarial Attacks with Bandits and Priors,
Abstract: We study the problem of generating adversarial examples in a black-box
setting in which only loss-oracle access to a model is available. We introduce
a framework that conceptually unifies much of the existing work on black-box
at... | [
0,
0,
0,
1,
0,
0
] |
Title: A Dynamic Model of Central Counterparty Risk,
Abstract: We introduce a dynamic model of the default waterfall of derivatives CCPs and
propose a risk sensitive method for sizing the initial margin (IM), and the
default fund (DF) and its allocation among clearing members. Using a Markovian
structure model of joint... | [
0,
0,
0,
0,
0,
1
] |
Title: Half-Duplex Base Station with Adaptive Scheduling of the in-Band Uplink-Receptions and Downlink-Transmissions,
Abstract: In this paper, we propose a novel reception/transmission scheme for
half-duplex base stations (BSs). In particular, we propose a half-duplex BS
that employes in-band uplink-receptions from use... | [
1,
0,
0,
0,
0,
0
] |
Title: HAT-P-26b: A Neptune-Mass Exoplanet with a Well Constrained Heavy Element Abundance,
Abstract: A correlation between giant-planet mass and atmospheric heavy elemental
abundance was first noted in the past century from observations of planets in
our own Solar System, and has served as a cornerstone of planet form... | [
0,
1,
0,
0,
0,
0
] |
Title: Robust Localization Using Range Measurements with Unknown and Bounded Errors,
Abstract: Cooperative geolocation has attracted significant research interests in
recent years. A large number of localization algorithms rely on the
availability of statistical knowledge of measurement errors, which is often
difficult... | [
0,
0,
0,
1,
0,
0
] |
Title: Intuitionistic Non-Normal Modal Logics: A general framework,
Abstract: We define a family of intuitionistic non-normal modal logics; they can bee
seen as intuitionistic counterparts of classical ones. We first consider
monomodal logics, which contain only one between Necessity and Possibility. We
then consider t... | [
1,
0,
0,
0,
0,
0
] |
Title: Externalities in Socially-Based Resource Sharing Network,
Abstract: This paper investigates the impact of link formation between a pair of agents
on resource availability of other agents in a social cloud network, which is a
special case of socially-based resource sharing systems. Specifically, we study
the corr... | [
1,
0,
0,
0,
0,
0
] |
Title: Training Neural Networks as Learning Data-adaptive Kernels: Provable Representation and Approximation Benefits,
Abstract: Consider the problem: given data pair $(\mathbf{x}, \mathbf{y})$ drawn from a
population with $f_*(x) = \mathbf{E}[\mathbf{y} | \mathbf{x} = x]$, specify a
neural network and run gradient flo... | [
1,
0,
1,
1,
0,
0
] |
Title: On utility maximization without passing by the dual problem,
Abstract: We treat utility maximization from terminal wealth for an agent with utility
function $U:\mathbb{R}\to\mathbb{R}$ who dynamically invests in a
continuous-time financial market and receives a possibly unbounded random
endowment. We prove the e... | [
0,
0,
1,
0,
0,
0
] |
Title: Stochastic Generative Hashing,
Abstract: Learning-based binary hashing has become a powerful paradigm for fast search
and retrieval in massive databases. However, due to the requirement of discrete
outputs for the hash functions, learning such functions is known to be very
challenging. In addition, the objective... | [
1,
0,
0,
1,
0,
0
] |
Title: Nonlinear learning and learning advantages in evolutionary games,
Abstract: The idea of incompetence as a learning or adaptation function was introduced
in the context of evolutionary games as a fixed parameter. However, live
organisms usually perform different nonlinear adaptation functions such as a
power law ... | [
0,
0,
0,
0,
1,
0
] |
Title: Information-theoretic Limits for Community Detection in Network Models,
Abstract: We analyze the information-theoretic limits for the recovery of node labels
in several network models. This includes the Stochastic Block Model, the
Exponential Random Graph Model, the Latent Space Model, the Directed
Preferential ... | [
1,
0,
0,
1,
0,
0
] |
Title: Proofs of life: molecular-biology reasoning simulates cell behaviors from first principles,
Abstract: We axiomatize the molecular-biology reasoning style, verify compliance of the
standard reference: Ptashne, A Genetic Switch, and present proof-theory-induced
technologies to predict phenotypes and life cycles fr... | [
0,
0,
0,
0,
1,
0
] |
Title: Beyond recursion operators,
Abstract: We briefly recall the history of the Nijenhuis torsion of (1,1)-tensors on
manifolds and of the lesser-known Haantjes torsion. We then show how the
Haantjes manifolds of Magri and the symplectic-Haantjes structures of Tempesta
and Tondo generalize the classical approach to i... | [
0,
0,
1,
0,
0,
0
] |
Title: On Classical Integrability of the Hydrodynamics of Quantum Integrable Systems,
Abstract: Recently, a hydrodynamic description of local equilibrium dynamics in quantum
integrable systems was discovered. In the diffusionless limit, this is
equivalent to a certain "Bethe-Boltzmann" kinetic equation, which has the f... | [
0,
1,
0,
0,
0,
0
] |
Title: Transition to turbulence when the Tollmien-Schlichting and bypass routes coexist,
Abstract: Plane Poiseuille flow, the pressure driven flow between parallel plates,
shows a route to turbulence connected with a linear instability to
Tollmien-Schlichting (TS) waves, and another one, the bypass transition, that
is ... | [
0,
1,
0,
0,
0,
0
] |
Title: Interactive Exploration and Discovery of Scientific Publications with PubVis,
Abstract: With an exponentially growing number of scientific papers published each
year, advanced tools for exploring and discovering publications of interest are
becoming indispensable. To empower users beyond a simple keyword search
... | [
1,
0,
0,
0,
0,
0
] |
Title: Improving phase II oncology trials using best observed RECIST response as an endpoint by modelling continuous tumour measurements,
Abstract: In many phase II trials in solid tumours, patients are assessed using
endpoints based on the Response Evaluation Criteria in Solid Tumours (RECIST)
scale. Often, analyses a... | [
0,
0,
0,
1,
0,
0
] |
Title: Evans-Selberg potential on planar domains,
Abstract: We provide explicit formulas of Evans kernels, Evans-Selberg potentials and
fundamental metrics on potential-theoretically parabolic planar domains. | [
0,
0,
1,
0,
0,
0
] |
Title: Bridging the Gap Between Computational Photography and Visual Recognition,
Abstract: What is the current state-of-the-art for image restoration and enhancement
applied to degraded images acquired under less than ideal circumstances? Can
the application of such algorithms as a pre-processing step to improve image... | [
1,
0,
0,
0,
0,
0
] |
Title: On some conjectures of Samuels and Feige,
Abstract: Let $\mu_1 \ge \dotsc \ge \mu_n > 0$ and $\mu_1 + \dotsm + \mu_n = 1$. Let
$X_1, \dotsc, X_n$ be independent non-negative random variables with $EX_1 =
\dotsc = EX_n = 1$, and let $Z = \sum_{i=1}^n \mu_i X_i$. Let $M = \max_{1 \le
i \le n} \mu_i = \mu_1$, and l... | [
0,
0,
1,
0,
0,
0
] |
Title: Adaptive Behavior Generation for Autonomous Driving using Deep Reinforcement Learning with Compact Semantic States,
Abstract: Making the right decision in traffic is a challenging task that is highly
dependent on individual preferences as well as the surrounding environment.
Therefore it is hard to model solely ... | [
1,
0,
0,
1,
0,
0
] |
Title: Sequential Neural Likelihood: Fast Likelihood-free Inference with Autoregressive Flows,
Abstract: We present Sequential Neural Likelihood (SNL), a new method for Bayesian
inference in simulator models, where the likelihood is intractable but
simulating data from the model is possible. SNL trains an autoregressiv... | [
0,
0,
0,
1,
0,
0
] |
Title: Creativity: Generating Diverse Questions using Variational Autoencoders,
Abstract: Generating diverse questions for given images is an important task for
computational education, entertainment and AI assistants. Different from many
conventional prediction techniques is the need for algorithms to generate a
diver... | [
1,
0,
0,
0,
0,
0
] |
Title: Cooling dynamics of a single trapped ion via elastic collisions with small-mass atoms,
Abstract: We demonstrated sympathetic cooling of a single ion in a buffer gas of
ultracold atoms with small mass. Efficient collisional cooling was realized by
suppressing collision-induced heating. We attempt to explain the e... | [
0,
1,
0,
0,
0,
0
] |
Title: Modulational instability in the full-dispersion Camassa-Holm equation,
Abstract: We determine the stability and instability of a sufficiently small and
periodic traveling wave to long wavelength perturbations, for a nonlinear
dispersive equation which extends a Camassa-Holm equation to include all the
dispersion... | [
0,
1,
1,
0,
0,
0
] |
Title: Evaluating and Modelling Hanabi-Playing Agents,
Abstract: Agent modelling involves considering how other agents will behave, in order
to influence your own actions. In this paper, we explore the use of agent
modelling in the hidden-information, collaborative card game Hanabi. We
implement a number of rule-based ... | [
1,
0,
0,
0,
0,
0
] |
Title: Rank-related dimension bounds for subspaces of bilinear forms over finite fields,
Abstract: Let q be a power of a prime and let V be a vector space of finite dimension n
over the field of order q. Let Bil(V) denote the set of all bilinear forms
defined on V x V, let Symm(V) denote the subspace of Bil(V) consisti... | [
0,
0,
1,
0,
0,
0
] |
Title: Multi-objective optimization to explicitly account for model complexity when learning Bayesian Networks,
Abstract: Bayesian Networks have been widely used in the last decades in many fields,
to describe statistical dependencies among random variables. In general,
learning the structure of such models is a proble... | [
0,
0,
0,
1,
0,
0
] |
Title: Simultaneous Localization and Layout Model Selection in Manhattan Worlds,
Abstract: In this paper, we will demonstrate how Manhattan structure can be exploited
to transform the Simultaneous Localization and Mapping (SLAM) problem, which is
typically solved by a nonlinear optimization over feature positions, into... | [
1,
0,
0,
0,
0,
0
] |
Title: Robust method for finding sparse solutions to linear inverse problems using an L2 regularization,
Abstract: We analyzed the performance of a biologically inspired algorithm called the
Corrected Projections Algorithm (CPA) when a sparseness constraint is required
to unambiguously reconstruct an observed signal us... | [
1,
0,
0,
1,
0,
0
] |
Title: Humanoid Robot-Application and Influence,
Abstract: Application of humanoid robots has been common in the field of healthcare and
education. It has been recurrently used to improve social behavior and mollify
distress level among children with autism, cancer and cerebral palsy. This
article discusses the same fr... | [
1,
0,
0,
0,
0,
0
] |
Title: Onsager's Conjecture for the Incompressible Euler Equations in Bounded Domains,
Abstract: The goal of this note is to show that, also in a bounded domain $\Omega
\subset \mathbb{R}^n$, with $\partial \Omega\in C^2$, any weak solution,
$(u(x,t),p(x,t))$, of the Euler equations of ideal incompressible fluid in
$\O... | [
0,
1,
1,
0,
0,
0
] |
Title: Fuzzy logic based approaches for gene regulatory network inference,
Abstract: The rapid advancement in high-throughput techniques has fueled the generation
of large volume of biological data rapidly with low cost. Some of these
techniques are microarray and next generation sequencing which provides genome
level ... | [
0,
0,
0,
0,
1,
0
] |
Title: Instrumentation for nuclear magnetic resonance in zero and ultralow magnetic field,
Abstract: We review instrumentation for nuclear magnetic resonance (NMR) in zero and
ultra-low magnetic field (ZULF, below 0.1 $\mu$T) where detection is based on a
low-cost, non-cryogenic, spin-exchange relaxation free (SERF) $^... | [
0,
1,
0,
0,
0,
0
] |
Title: Countable dense homogeneity and the Cantor set,
Abstract: It is shown that CH implies the existence of a compact Hausdorff space that
is countable dense homogeneous, crowded and does not contain topological copies
of the Cantor set. This contrasts with a previous result by the author which
says that for any crow... | [
0,
0,
1,
0,
0,
0
] |
Title: Dimension Estimation Using Random Connection Models,
Abstract: Information about intrinsic dimension is crucial to perform dimensionality
reduction, compress information, design efficient algorithms, and do
statistical adaptation. In this paper we propose an estimator for the intrinsic
dimension of a data set. T... | [
0,
0,
1,
1,
0,
0
] |
Title: Optimal projection of observations in a Bayesian setting,
Abstract: Optimal dimensionality reduction methods are proposed for the Bayesian
inference of a Gaussian linear model with additive noise in presence of
overabundant data. Three different optimal projections of the observations are
proposed based on infor... | [
0,
0,
1,
1,
0,
0
] |
Title: Notes on the Multiplicative Ergodic Theorem,
Abstract: The Oseledets Multiplicative Ergodic theorem is a basic result with numerous
applications throughout dynamical systems. These notes provide an introduction
to this theorem, as well as subsequent generalizations. They are based on
lectures at summer schools i... | [
0,
0,
1,
0,
0,
0
] |
Title: Targeted Learning with Daily EHR Data,
Abstract: Electronic health records (EHR) data provide a cost and time-effective
opportunity to conduct cohort studies of the effects of multiple time-point
interventions in the diverse patient population found in real-world clinical
settings. Because the computational cost... | [
0,
0,
0,
1,
0,
0
] |
Title: Stripe-Based Fragility Analysis of Concrete Bridge Classes Using Machine Learning Techniques,
Abstract: A framework for the generation of bridge-specific fragility utilizing the
capabilities of machine learning and stripe-based approach is presented in this
paper. The proposed methodology using random forests he... | [
0,
0,
0,
1,
0,
0
] |
Title: Accountability of AI Under the Law: The Role of Explanation,
Abstract: The ubiquity of systems using artificial intelligence or "AI" has brought
increasing attention to how those systems should be regulated. The choice of
how to regulate AI systems will require care. AI systems have the potential to
synthesize l... | [
1,
0,
0,
1,
0,
0
] |
Title: Frequency-oriented sub-sampling by photonic Fourier transform and I/Q demodulation,
Abstract: Sub-sampling can acquire directly a passband within a broad radio frequency
(RF) range, avoiding down-conversion and low-phase-noise tunable local
oscillation (LO). However, sub-sampling suffers from band folding and
se... | [
0,
1,
0,
0,
0,
0
] |
Title: A moment map picture of relative balanced metrics on extremal Kähler manifolds,
Abstract: We give a moment map interpretation of some relatively balanced metrics. As
an application, we extend a result of S. K. Donaldson on constant scalar
curvature Kähler metrics to the case of extremal metrics. Namely, we show
... | [
0,
0,
1,
0,
0,
0
] |
Title: Traffic models with adversarial vehicle behaviour,
Abstract: We examine the impact of adversarial actions on vehicles in traffic. Current
advances in assisted/autonomous driving technologies are supposed to reduce the
number of casualties, but this seems to be desired despite the recently proved
insecurity of in... | [
1,
0,
0,
0,
0,
0
] |
Title: Robust Cooperative Manipulation without Force/Torque Measurements: Control Design and Experiments,
Abstract: This paper presents two novel control methodologies for the cooperative
manipulation of an object by N robotic agents. Firstly, we design an adaptive
control protocol which employs quaternion feedback for... | [
1,
0,
0,
0,
0,
0
] |
Title: Conditionally conjugate mean-field variational Bayes for logistic models,
Abstract: Variational Bayes (VB) is a common strategy for approximate Bayesian
inference, but simple methods are only available for specific classes of models
including, in particular, representations having conditionally conjugate
constru... | [
0,
0,
1,
1,
0,
0
] |
Title: A $\frac{3}{2}$-Approximation Algorithm for Tree Augmentation via Chvátal-Gomory Cuts,
Abstract: The weighted tree augmentation problem (WTAP) is a fundamental network design
problem. We are given an undirected tree $G = (V,E)$, an additional set of
edges $L$ called links and a cost vector $c \in \mathbb{R}^L_{\... | [
1,
0,
0,
0,
0,
0
] |
Title: On Identifying Disaster-Related Tweets: Matching-based or Learning-based?,
Abstract: Social media such as tweets are emerging as platforms contributing to
situational awareness during disasters. Information shared on Twitter by both
affected population (e.g., requesting assistance, warning) and those outside
the... | [
1,
0,
0,
0,
0,
0
] |
Title: Self-Stabilizing Disconnected Components Detection and Rooted Shortest-Path Tree Maintenance in Polynomial Steps,
Abstract: We deal with the problem of maintaining a shortest-path tree rooted at some
process r in a network that may be disconnected after topological changes. The
goal is then to maintain a shortes... | [
1,
0,
0,
0,
0,
0
] |
Title: Optimizing wearable assistive devices with neuromuscular models and optimal control,
Abstract: The coupling of human movement dynamics with the function and design of
wearable assistive devices is vital to better understand the interaction
between the two. Advanced neuromuscular models and optimal control formul... | [
1,
0,
0,
0,
0,
0
] |
Title: Preferential placement for community structure formation,
Abstract: Various models have been recently proposed to reflect and predict different
properties of complex networks. However, the community structure, which is one
of the most important properties, is not well studied and modeled. In this
paper, we sugge... | [
1,
1,
0,
0,
0,
0
] |
Title: Lower Bounds on Regret for Noisy Gaussian Process Bandit Optimization,
Abstract: In this paper, we consider the problem of sequentially optimizing a black-box
function $f$ based on noisy samples and bandit feedback. We assume that $f$ is
smooth in the sense of having a bounded norm in some reproducing kernel Hil... | [
1,
0,
0,
1,
0,
0
] |
Title: Hirota bilinear equations for Painlevé transcendents,
Abstract: We present some observations on the tau-function for the fourth Painlevé
equation. By considering a Hirota bilinear equation of order four for this
tau-function, we describe the general form of the Taylor expansion around an
arbitrary movable zero. ... | [
0,
1,
1,
0,
0,
0
] |
Title: Gradient-based Representational Similarity Analysis with Searchlight for Analyzing fMRI Data,
Abstract: Representational Similarity Analysis (RSA) aims to explore similarities
between neural activities of different stimuli. Classical RSA techniques employ
the inverse of the covariance matrix to explore a linear ... | [
0,
0,
0,
1,
1,
0
] |
Title: Diffeomorphic random sampling using optimal information transport,
Abstract: In this article we explore an algorithm for diffeomorphic random sampling of
nonuniform probability distributions on Riemannian manifolds. The algorithm is
based on optimal information transport (OIT)---an analogue of optimal mass
trans... | [
0,
0,
1,
1,
0,
0
] |
Title: On approximations by trigonometric polynomials of classes of functions defined by moduli of smoothness,
Abstract: In this paper, we give a characterization of Nikol'ski\u{\i}-Besov type
classes of functions, given by integral representations of moduli of
smoothness, in terms of series over the moduli of smoothne... | [
0,
0,
1,
0,
0,
0
] |
Title: Topologically protected Dirac plasmons in graphene,
Abstract: Topological optical states exhibit unique immunity to defects and the ability
to propagate without losses rendering them ideal for photonic applications.A
powerful class of such states is based on time-reversal symmetry breaking of
the optical respons... | [
0,
1,
0,
0,
0,
0
] |
Title: The K-Nearest Neighbour UCB algorithm for multi-armed bandits with covariates,
Abstract: In this paper we propose and explore the k-Nearest Neighbour UCB algorithm
for multi-armed bandits with covariates. We focus on a setting where the
covariates are supported on a metric space of low intrinsic dimension, such ... | [
0,
0,
0,
1,
0,
0
] |
Title: Proportional Mean Residual Life Model with Censored Survival Data under Case-cohort Design,
Abstract: Proportional mean residual life model is studied for analysing survival data
from the case-cohort design. To simultaneously estimate the regression
parameters and the baseline mean residual life function, weight... | [
0,
0,
1,
1,
0,
0
] |
Title: Shape differentiation of a steady-state reaction-diffusion problem arising in Chemical Engineering: the case of non-smooth kinetic with dead core,
Abstract: In this paper we consider an extension of the results in shape
differentiation of semilinear equations with smooth nonlinearity presented in
J.I. Díaz and D... | [
0,
0,
1,
0,
0,
0
] |
Title: Analytic evaluation of Coulomb integrals for one, two and three-electron distance operators, $R_{C1}^{-n}R_{D1}^{-m}$, $R_{C1}^{-n}r_{12}^{-m}$ and $r_{12}^{-n}r_{13}^{-m}$ with $n, m=0,1,2$,
Abstract: The state of the art for integral evaluation is that analytical solutions to
integrals are far more useful than... | [
0,
1,
0,
0,
0,
0
] |
Title: Herschel-PACS photometry of faint stars,
Abstract: Our aims are to determine flux densities and their photometric accuracy for a
set of seventeen stars that range in flux from intermediately bright (<2.5 Jy)
to faint (>5 mJy) in the far-infrared (FIR). We also aim to derive
signal-to-noise dependence with flux a... | [
0,
1,
0,
0,
0,
0
] |
Title: Role of zero synapses in unsupervised feature learning,
Abstract: Synapses in real neural circuits can take discrete values, including zero
(silent or potential) synapses. The computational role of zero synapses in
unsupervised feature learning of unlabeled noisy data is still unclear, thus it
is important to un... | [
1,
1,
0,
0,
0,
0
] |
Title: On the Pervasiveness of Difference-Convexity in Optimization and Statistics,
Abstract: With the increasing interest in applying the methodology of
difference-of-convex (dc) optimization to diverse problems in engineering and
statistics, this paper establishes the dc property of many well-known functions
not prev... | [
0,
0,
1,
0,
0,
0
] |
Title: Stochastic Dynamic Optimal Power Flow in Distribution Network with Distributed Renewable Energy and Battery Energy Storage,
Abstract: The penetration of distributed renewable energy (DRE) greatly raises the risk
of distribution network operation such as peak shaving and voltage stability.
Battery energy storage ... | [
0,
0,
1,
0,
0,
0
] |
Title: Achievable Rate Region of the Zero-Forcing Precoder in a 2 X 2 MU-MISO Broadcast VLC Channel with Per-LED Peak Power Constraint and Dimming Control,
Abstract: In this paper, we consider the 2 X 2 multi-user multiple-input-single-output
(MU-MISO) broadcast visible light communication (VLC) channel with two light
... | [
1,
0,
1,
0,
0,
0
] |
Title: Autonomous Electric Race Car Design,
Abstract: Autonomous driving and electric vehicles are nowadays very active research
and development areas. In this paper we present the conversion of a standard
Kyburz eRod into an autonomous vehicle that can be operated in challenging
environments such as Swiss mountain pas... | [
1,
0,
0,
0,
0,
0
] |
Title: Temporal Stable Community in Time-Varying Networks,
Abstract: Identifying community structure of a complex network provides insight to the
interdependence between the network topology and emergent collective behaviors
of networks, while detecting such invariant communities in a time-varying
network is more chall... | [
0,
0,
0,
0,
1,
0
] |
Title: The shape of a rapidly rotating polytrope with index unity,
Abstract: We show that the solutions obtained in the paper `An exact solution for
arbitrarily rotating gaseous polytropes with index unity' by Kong, Zhang, and
Schubert represent only approximate solutions of the free-boundary
Euler-Poisson system of eq... | [
0,
1,
0,
0,
0,
0
] |
Title: Measurement of the Planck constant at the National Institute of Standards and Technology from 2015 to 2017,
Abstract: Researchers at the National Institute of Standards and Technology(NIST) have
measured the value of the Planck constant to be $h =6.626\,069\,934(89)\times
10^{-34}\,$J$\,$s (relative standard unc... | [
0,
1,
0,
0,
0,
0
] |
Title: Event Stream-Based Process Discovery using Abstract Representations,
Abstract: The aim of process discovery, originating from the area of process mining, is
to discover a process model based on business process execution data. A
majority of process discovery techniques relies on an event log as an input. An
even... | [
1,
0,
0,
1,
0,
0
] |
Title: On $C$-bases, partition pairs and filtrations for induced or restricted Specht modules,
Abstract: We obtain alternative explicit Specht filtrations for the induced and the
restricted Specht modules in the Hecke algebra of the symmetric group (defined
over the ring $A=\mathbb Z[q^{1/2},q^{-1/2}]$ where $q$ is an ... | [
0,
0,
1,
0,
0,
0
] |
Title: Improved Semantic-Aware Network Embedding with Fine-Grained Word Alignment,
Abstract: Network embeddings, which learn low-dimensional representations for each
vertex in a large-scale network, have received considerable attention in recent
years. For a wide range of applications, vertices in a network are typical... | [
1,
0,
0,
0,
0,
0
] |
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