text stringlengths 57 2.88k | labels listlengths 6 6 |
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Title: Automated Vulnerability Detection in Source Code Using Deep Representation Learning,
Abstract: Increasing numbers of software vulnerabilities are discovered every year
whether they are reported publicly or discovered internally in proprietary
code. These vulnerabilities can pose serious risk of exploit and resul... | [
1,
0,
0,
1,
0,
0
] |
Title: Phase locking the spin precession in a storage ring,
Abstract: This letter reports the successful use of feedback from a spin polarization
measurement to the revolution frequency of a 0.97 GeV/$c$ bunched and polarized
deuteron beam in the Cooler Synchrotron (COSY) storage ring in order to control
both the prece... | [
0,
1,
0,
0,
0,
0
] |
Title: Learning Vertex Representations for Bipartite Networks,
Abstract: Recent years have witnessed a widespread increase of interest in network
representation learning (NRL). By far most research efforts have focused on NRL
for homogeneous networks like social networks where vertices are of the same
type, or heteroge... | [
1,
0,
0,
1,
0,
0
] |
Title: Liouville integrability of conservative peakons for a modified CH equation,
Abstract: The modified Camassa-Holm equation (also called FORQ) is one of numerous
$cousins$ of the Camassa-Holm equation possessing non-smoth solitons
($peakons$) as special solutions. The peakon sector of solutions is not
uniquely defi... | [
0,
1,
1,
0,
0,
0
] |
Title: State Representation Learning for Control: An Overview,
Abstract: Representation learning algorithms are designed to learn abstract features
that characterize data. State representation learning (SRL) focuses on a
particular kind of representation learning where learned features are in low
dimension, evolve thro... | [
0,
0,
0,
1,
0,
0
] |
Title: Tracking Emerges by Colorizing Videos,
Abstract: We use large amounts of unlabeled video to learn models for visual tracking
without manual human supervision. We leverage the natural temporal coherency of
color to create a model that learns to colorize gray-scale videos by copying
colors from a reference frame. ... | [
1,
0,
0,
0,
0,
0
] |
Title: Equilibrium distributions and discrete Schur-constant models,
Abstract: This paper introduces Schur-constant equilibrium distribution models of
dimension n for arithmetic non-negative random variables. Such a model is
defined through the (several orders) equilibrium distributions of a univariate
survival functio... | [
0,
0,
0,
1,
0,
0
] |
Title: Tempered homogeneous spaces,
Abstract: Let $G$ be a semisimple real Lie group with finite center and $H$ a connected
closed subgroup.
We establish a geometric criterion which detects whether the representation
of $G$ in $L^2(G/H)$ is tempered. | [
0,
0,
1,
0,
0,
0
] |
Title: Consistency of Dirichlet Partitions,
Abstract: A Dirichlet $k$-partition of a domain $U \subseteq \mathbb{R}^d$ is a
collection of $k$ pairwise disjoint open subsets such that the sum of their
first Laplace-Dirichlet eigenvalues is minimal. A discrete version of Dirichlet
partitions has been posed on graphs with... | [
0,
0,
1,
1,
0,
0
] |
Title: Experimental investigation of the wake behind a rotating sphere,
Abstract: The wake behind a sphere, rotating about an axis aligned with the streamwise
direction, has been experimentally investigated in a low-velocity water tunnel
using LIF visualizations and PIV measurements. The measurements focused on the
evo... | [
0,
1,
0,
0,
0,
0
] |
Title: Extended superalgebras from twistor and Killing spinors,
Abstract: The basic first-order differential operators of spin geometry that are Dirac
operator and twistor operator are considered. Special types of spinors defined
from these operators such as twistor spinors and Killing spinors are discussed.
Symmetry o... | [
0,
0,
1,
0,
0,
0
] |
Title: Joint Computation and Communication Cooperation for Mobile Edge Computing,
Abstract: This paper proposes a novel joint computation and communication cooperation
approach in mobile edge computing (MEC) systems, which enables user cooperation
in both computation and communication for improving the MEC performance.... | [
1,
0,
0,
0,
0,
0
] |
Title: Propagating wave correlations in complex systems,
Abstract: We describe a novel approach for computing wave correlation functions inside
finite spatial domains driven by complex and statistical sources. By exploiting
semiclassical approximations, we provide explicit algorithms to calculate the
local mean of thes... | [
0,
1,
0,
0,
0,
0
] |
Title: On the Dynamics of Supermassive Black Holes in Gas-Rich, Star-Forming Galaxies: the Case for Nuclear Star Cluster Coevolution,
Abstract: We introduce a new model for the formation and evolution of supermassive
black holes (SMBHs) in the RAMSES code using sink particles, improving over
previous work the treatment... | [
0,
1,
0,
0,
0,
0
] |
Title: A Concave Optimization Algorithm for Matching Partially Overlapping Point Sets,
Abstract: Point matching refers to the process of finding spatial transformation and
correspondences between two sets of points. In this paper, we focus on the case
that there is only partial overlap between two point sets. Following... | [
1,
0,
0,
0,
0,
0
] |
Title: GdRh$_2$Si$_2$: An exemplary tetragonal system for antiferromagnetic order with weak in-plane anisotropy,
Abstract: The anisotropy of magnetic properties commonly is introduced in textbooks
using the case of an antiferromagnetic system with Ising type anisotropy. This
model presents huge anisotropic magnetizatio... | [
0,
1,
0,
0,
0,
0
] |
Title: A Kullback-Leibler Divergence-based Distributionally Robust Optimization Model for Heat Pump Day-ahead Operational Schedule in Distribution Networks,
Abstract: For its high coefficient of performance and zero local emissions, the heat
pump (HP) has recently become popular in North Europe and China. However, the
... | [
1,
0,
0,
0,
0,
0
] |
Title: Metropolis-Hastings Algorithms for Estimating Betweenness Centrality in Large Networks,
Abstract: Betweenness centrality is an important index widely used in different domains
such as social networks, traffic networks and the world wide web. However, even
for mid-size networks that have only a few hundreds thous... | [
1,
0,
0,
0,
0,
0
] |
Title: Learning Flexible and Reusable Locomotion Primitives for a Microrobot,
Abstract: The design of gaits for robot locomotion can be a daunting process which
requires significant expert knowledge and engineering. This process is even
more challenging for robots that do not have an accurate physical model, such
as co... | [
1,
0,
0,
1,
0,
0
] |
Title: Statistical comparison of (brain) networks,
Abstract: The study of random networks in a neuroscientific context has developed
extensively over the last couple of decades. By contrast, techniques for the
statistical analysis of these networks are less developed. In this paper, we
focus on the statistical comparis... | [
0,
1,
0,
1,
0,
0
] |
Title: Sensitivity analysis using perturbed-law based indices for quantiles and application to an industrial case,
Abstract: In this paper, we present perturbed law-based sensitivity indices and how to
adapt them for quantile-oriented sensitivity analysis. We exhibit a simple way
to compute these indices in practice us... | [
0,
0,
1,
1,
0,
0
] |
Title: Giant Planets Can Act As Stabilizing Agents on Debris Disks,
Abstract: We have explored the evolution of a cold debris disk under the gravitational
influence of dwarf planet sized objects (DPs), both in the presence and absence
of an interior giant planet. Through detailed long-term numerical simulations,
we dem... | [
0,
1,
0,
0,
0,
0
] |
Title: Definition of geometric space around analytic fractal trees using derivative coordinate funtions,
Abstract: The concept of derivative coordinate functions proved useful in the
formulation of analytic fractal functions to represent smooth symmetric binary
fractal trees [1]. In this paper we introduce a new geomet... | [
1,
0,
0,
0,
0,
0
] |
Title: Self-Organizing Maps as a Storage and Transfer Mechanism in Reinforcement Learning,
Abstract: The idea of reusing information from previously learned tasks (source tasks)
for the learning of new tasks (target tasks) has the potential to significantly
improve the sample efficiency reinforcement learning agents. I... | [
0,
0,
0,
1,
0,
0
] |
Title: Distributed model predictive control for continuous-time nonlinear systems based on suboptimal ADMM,
Abstract: The paper presents a distributed model predictive control (DMPC) scheme for
continuous-time nonlinear systems based on the alternating direction method of
multipliers (ADMM). A stopping criterion in the... | [
0,
0,
1,
0,
0,
0
] |
Title: Implementing focal-plane phase masks optimized for real telescope apertures with SLM-based digital adaptive coronagraphy,
Abstract: Direct imaging of exoplanets or circumstellar disk material requires extreme
contrast at the 10-6 to 10-12 levels at < 100 mas angular separation from the
star. Focal-plane mask (FP... | [
0,
1,
0,
0,
0,
0
] |
Title: Verifying Asynchronous Interactions via Communicating Session Automata,
Abstract: The relationship between communicating automata and session types is the
cornerstone of many diverse theories and tools, including type checking, code
generation, and runtime verification. A serious limitation of session types is
t... | [
1,
0,
0,
0,
0,
0
] |
Title: Additional cases of positive twisted torus knots,
Abstract: A twisted torus knot is a knot obtained from a torus knot by twisting
adjacent strands by full twists. The twisted torus knots lie in $F$, the genus
2 Heegaard surface for $S^3$. Primitive/primitive and primitive/Seifert knots
lie in $F$ in a particular... | [
0,
0,
1,
0,
0,
0
] |
Title: Action-conditional Sequence Modeling for Recommendation,
Abstract: In many online applications interactions between a user and a web-service are
organized in a sequential way, e.g., user browsing an e-commerce website. In
this setting, recommendation system acts throughout user navigation by showing
items. Previ... | [
0,
0,
0,
1,
0,
0
] |
Title: Limits of End-to-End Learning,
Abstract: End-to-end learning refers to training a possibly complex learning system by
applying gradient-based learning to the system as a whole. End-to-end learning
system is specifically designed so that all modules are differentiable. In
effect, not only a central learning machi... | [
1,
0,
0,
1,
0,
0
] |
Title: Quantum Graphs: $ \mathcal{PT}$-symmetry and reflection symmetry of the spectrum,
Abstract: Not necessarily self-adjoint quantum graphs -- differential operators on
metric graphs -- are considered. Assume in addition that the underlying metric
graph possesses an automorphism (symmetry) $ \mathcal P $. If the dif... | [
0,
0,
1,
0,
0,
0
] |
Title: On Diophantine equations involving sums of Fibonacci numbers and powers of $2$,
Abstract: In this paper, we completely solve the Diophantine equations $F_{n_1} +
F_{n_2} = 2^{a_1} + 2^{a_2} + 2^{a_3}$ and $ F_{m_1} + F_{m_2} + F_{m_3}
=2^{t_1} + 2^{t_2} $, where $F_k$ denotes the $k$-th Fibonacci number. In
part... | [
0,
0,
1,
0,
0,
0
] |
Title: T-duality in rational homotopy theory via $L_\infty$-algebras,
Abstract: We combine Sullivan models from rational homotopy theory with Stasheff's
$L_\infty$-algebras to describe a duality in string theory. Namely, what in
string theory is known as topological T-duality between $K^0$-cocycles in type
IIA string t... | [
0,
0,
1,
0,
0,
0
] |
Title: RankDCG: Rank-Ordering Evaluation Measure,
Abstract: Ranking is used for a wide array of problems, most notably information
retrieval (search). There are a number of popular approaches to the evaluation
of ranking such as Kendall's $\tau$, Average Precision, and nDCG. When dealing
with problems such as user rank... | [
1,
0,
0,
0,
0,
0
] |
Title: FUV Spectral Signatures of Molecules and the Evolution of the Gaseous Coma of Comet 67P/Churyumov-Gerasimenko,
Abstract: The Alice far-ultraviolet imaging spectrograph onboard Rosetta observed
emissions from atomic and molecular species from within the coma of comet
67P/Churyumov-Gerasimenko during the entire es... | [
0,
1,
0,
0,
0,
0
] |
Title: Conduction Channels of an InAs-Al nanowire Josephson weak link,
Abstract: We present a quantitative characterization of an electrically tunable
Josephson junction defined in an InAs nanowire proximitized by an
epitax-ially-grown superconducting Al shell. The gate-dependence of the number
of conduction channels a... | [
0,
1,
0,
0,
0,
0
] |
Title: Using the Tsetlin Machine to Learn Human-Interpretable Rules for High-Accuracy Text Categorization with Medical Applications,
Abstract: Medical applications challenge today's text categorization techniques by
demanding both high accuracy and ease-of-interpretation. Although deep learning
has provided a leap ahea... | [
0,
0,
0,
1,
0,
0
] |
Title: Deep Learning with Experience Ranking Convolutional Neural Network for Robot Manipulator,
Abstract: Supervised learning, more specifically Convolutional Neural Networks (CNN),
has surpassed human ability in some visual recognition tasks such as detection
of traffic signs, faces and handwritten numbers. On the ot... | [
1,
0,
0,
0,
0,
0
] |
Title: Isotope Shifts in the 7s$\rightarrow$8s Transition of Francium: Measurements and Comparison to \textit{ab initio} Theory,
Abstract: We observe the electric-dipole forbidden $7s\rightarrow8s$ transition in the
francium isotopes $^{208-211}$Fr and $^{213}$Fr using a two-photon excitation
scheme. We collect the ato... | [
0,
1,
0,
0,
0,
0
] |
Title: Mechanisms for bacterial gliding motility on soft substrates,
Abstract: The motility mechanism of certain rod-shaped bacteria has long been a
mystery, since no external appendages are involved in their motion which is
known as gliding. However, the physical principles behind gliding motility
still remain poorly ... | [
0,
0,
0,
0,
1,
0
] |
Title: Random Walk in a N-cube Without Hamiltonian Cycle to Chaotic Pseudorandom Number Generation: Theoretical and Practical Considerations,
Abstract: Designing a pseudorandom number generator (PRNG) is a difficult and complex
task. Many recent works have considered chaotic functions as the basis of built
PRNGs: the q... | [
1,
1,
0,
0,
0,
0
] |
Title: A Hardware Platform for Efficient Multi-Modal Sensing with Adaptive Approximation,
Abstract: We present Warp, a hardware platform to support research in approximate
computing, sensor energy optimization, and energy-scavenged systems. Warp
incorporates 11 state-of-the-art sensor integrated circuits, computation, ... | [
1,
0,
0,
0,
0,
0
] |
Title: Accelerating Permutation Testing in Voxel-wise Analysis through Subspace Tracking: A new plugin for SnPM,
Abstract: Permutation testing is a non-parametric method for obtaining the max null
distribution used to compute corrected $p$-values that provide strong control
of false positives. In neuroimaging, however,... | [
1,
0,
0,
1,
0,
0
] |
Title: Image restoration of solar spectra,
Abstract: When recording spectra from the ground, atmospheric turbulence causes
degradation of the spatial resolution. We present a data reduction method that
restores the spatial resolution of the spectra to their undegraded state. By
assuming that the point spread function (... | [
0,
1,
0,
0,
0,
0
] |
Title: Automated Tiling of Unstructured Mesh Computations with Application to Seismological Modelling,
Abstract: Sparse tiling is a technique to fuse loops that access common data, thus
increasing data locality. Unlike traditional loop fusion or blocking, the loops
may have different iteration spaces and access shared ... | [
1,
1,
0,
0,
0,
0
] |
Title: A copula approach for dependence modeling in multivariate nonparametric time series,
Abstract: This paper is concerned with modeling the dependence structure of two (or
more) time-series in the presence of a (possible multivariate) covariate which
may include past values of the time series. We assume that the co... | [
0,
0,
1,
1,
0,
0
] |
Title: A geometric second-order-rectifiable stratification for closed subsets of Euclidean space,
Abstract: Defining the $m$-th stratum of a closed subset of an $n$ dimensional
Euclidean space to consist of those points, where it can be touched by a ball
from at least $n-m$ linearly independent directions, we establish... | [
0,
0,
1,
0,
0,
0
] |
Title: Probabilistic Formulations of Regression with Mixed Guidance,
Abstract: Regression problems assume every instance is annotated (labeled) with a real
value, a form of annotation we call \emph{strong guidance}. In order for these
annotations to be accurate, they must be the result of a precise experiment or
measur... | [
0,
0,
0,
1,
0,
0
] |
Title: DCN+: Mixed Objective and Deep Residual Coattention for Question Answering,
Abstract: Traditional models for question answering optimize using cross entropy loss,
which encourages exact answers at the cost of penalizing nearby or overlapping
answers that are sometimes equally accurate. We propose a mixed objecti... | [
1,
0,
0,
0,
0,
0
] |
Title: An optimal unrestricted learning procedure,
Abstract: We study learning problems involving arbitrary classes of functions $F$,
distributions $X$ and targets $Y$. Because proper learning procedures, i.e.,
procedures that are only allowed to select functions in $F$, tend to perform
poorly unless the problem satisf... | [
0,
0,
0,
1,
0,
0
] |
Title: Means of infinite sets I,
Abstract: We open a new field on how one can define means on infinite sets. We
investigate many different ways on how such means can be constructed. One
method is based on sequences of ideals, other deals with accumulation points,
one uses isolated points, other deals with average using... | [
0,
0,
1,
0,
0,
0
] |
Title: On tamed almost complex four manifolds,
Abstract: This paper proves that on any tamed closed almost complex four-manifold
$(M,J)$ whose dimension of $J$-anti-invariant cohomology is equal to self-dual
second Betti number minus one, there exists a new symplectic form compatible
with the given almost complex struc... | [
0,
0,
1,
0,
0,
0
] |
Title: Evaluation and Prediction of Polygon Approximations of Planar Contours for Shape Analysis,
Abstract: Contours may be viewed as the 2D outline of the image of an object. This type
of data arises in medical imaging as well as in computer vision and can be
modeled as data on a manifold and can be studied using stat... | [
0,
0,
0,
1,
0,
0
] |
Title: Perturbative Expansion of Irreversible Work in Fokker-Planck Equation a la Quantum Mechanics,
Abstract: We discuss the systematic expansion of the solution of the Fokker-Planck
equation with the help of the eigenfunctions of the time-dependent
Fokker-Planck operator. The expansion parameter is the time derivativ... | [
0,
1,
1,
0,
0,
0
] |
Title: Water-based and Biocompatible 2D Crystal Inks: from Ink Formulation to All- Inkjet Printed Heterostructures,
Abstract: Fully exploiting the properties of 2D crystals requires a mass production
method able to produce heterostructures of arbitrary complexity on any
substrate, including plastic. Solution processing... | [
0,
1,
0,
0,
0,
0
] |
Title: Clustering to Reduce Spatial Data Set Size,
Abstract: Traditionally it had been a problem that researchers did not have access to
enough spatial data to answer pressing research questions or build compelling
visualizations. Today, however, the problem is often that we have too much
data. Spatially redundant or a... | [
0,
0,
0,
1,
0,
0
] |
Title: The Quest for Scalability and Accuracy in the Simulation of the Internet of Things: an Approach based on Multi-Level Simulation,
Abstract: This paper presents a methodology for simulating the Internet of Things (IoT)
using multi-level simulation models. With respect to conventional simulators,
this approach allo... | [
1,
0,
0,
0,
0,
0
] |
Title: Harmonic spinors from twistors and potential forms,
Abstract: Symmetry operators of twistor spinors and harmonic spinors can be constructed
from conformal Killing-Yano forms. Transformation operators relating twistors
to harmonic spinors are found in terms of potential forms. These constructions
are generalized ... | [
0,
0,
1,
0,
0,
0
] |
Title: Goodness-of-fit tests for the functional linear model based on randomly projected empirical processes,
Abstract: We consider marked empirical processes indexed by a randomly projected
functional covariate to construct goodness-of-fit tests for the functional
linear model with scalar response. The test statistics... | [
0,
0,
0,
1,
0,
0
] |
Title: Efficient method for estimating the number of communities in a network,
Abstract: While there exist a wide range of effective methods for community detection
in networks, most of them require one to know in advance how many communities
one is looking for. Here we present a method for estimating the number of
com... | [
1,
1,
0,
0,
0,
0
] |
Title: The Pluto System After New Horizons,
Abstract: The discovery of Pluto in 1930 presaged the discoveries of both the Kuiper
Belt and ice dwarf planets, which are the third class of planets in our solar
system. From the 1970s to the 19990s numerous fascinating attributes of the
Pluto system were discovered, includi... | [
0,
1,
0,
0,
0,
0
] |
Title: Global-in-time Strichartz estimates and cubic Schrodinger equation on metric cone,
Abstract: We study the Strichartz estimates for Schrödinger equation on a metric cone
$X$, where the metric cone $X=C(Y)=(0,\infty)_r\times Y$ and the cross section
$Y$ is a $(n-1)$-dimensional closed Riemannian manifold $(Y,h)$. ... | [
0,
0,
1,
0,
0,
0
] |
Title: Compressive Embedding and Visualization using Graphs,
Abstract: Visualizing high-dimensional data has been a focus in data analysis
communities for decades, which has led to the design of many algorithms, some
of which are now considered references (such as t-SNE for example). In our era
of overwhelming data vol... | [
1,
0,
0,
1,
0,
0
] |
Title: An Expectation-Maximization Algorithm for the Fractal Inverse Problem,
Abstract: We present an Expectation-Maximization algorithm for the fractal inverse
problem: the problem of fitting a fractal model to data. In our setting the
fractals are Iterated Function Systems (IFS), with similitudes as the family of
tra... | [
1,
0,
0,
1,
0,
0
] |
Title: Generation of controllable plasma wakefield noise in particle-in-cell simulations,
Abstract: Numerical simulations of beam-plasma instabilities may produce quantitatively
incorrect results because of unrealistically high initial noise from which the
instabilities develop. Of particular importance is the wakefiel... | [
0,
1,
0,
0,
0,
0
] |
Title: Variable Exponent Fock Spaces,
Abstract: In this article we introduce Variable exponent Fock spaces and study some of
their basic properties such as the boundedness of evaluation functionals,
density of polynomials, boundedness of a Bergman-type projection and duality. | [
0,
0,
1,
0,
0,
0
] |
Title: Pattern representation and recognition with accelerated analog neuromorphic systems,
Abstract: Despite being originally inspired by the central nervous system, artificial
neural networks have diverged from their biological archetypes as they have
been remodeled to fit particular tasks. In this paper, we review s... | [
1,
0,
0,
1,
0,
0
] |
Title: Dynamic Policies for Cooperative Networked Systems,
Abstract: A set of economic entities embedded in a network graph collaborate by
opportunistically exchanging their resources to satisfy their dynamically
generated needs. Under what conditions their collaboration leads to a
sustainable economy? Which online pol... | [
1,
0,
0,
0,
0,
0
] |
Title: On certain families of planar patterns and fractals,
Abstract: This survey article is dedicated to some families of fractals that were
introduced and studied during the last decade, more precisely, families of
Sierpiński carpets: limit net sets, generalised Sierpiński carpets and
labyrinth fractals. We give a un... | [
0,
0,
1,
0,
0,
0
] |
Title: PMU-Based Estimation of Dynamic State Jacobian Matrix,
Abstract: In this paper, a hybrid measurement- and model-based method is proposed which
can estimate the dynamic state Jacobian matrix in near real-time. The proposed
method is computationally efficient and robust to the variation of network
topology. A nume... | [
1,
0,
0,
0,
0,
0
] |
Title: DeepDownscale: a Deep Learning Strategy for High-Resolution Weather Forecast,
Abstract: Running high-resolution physical models is computationally expensive and
essential for many disciplines. Agriculture, transportation, and energy are
sectors that depend on high-resolution weather models, which typically consu... | [
0,
0,
0,
1,
0,
0
] |
Title: Open quantum random walks on the half-line: the Karlin-McGregor formula, path counting and Foster's Theorem,
Abstract: In this work we consider open quantum random walks on the non-negative
integers. By considering orthogonal matrix polynomials we are able to describe
transition probability expressions for class... | [
0,
0,
1,
0,
0,
0
] |
Title: Nevanlinna classes associated to a closed set on $\partial$D,
Abstract: We introduce Nevanlinna classes of holomorphic functions associated to a
closed set on the boundary of the unit disc in the complex plane and we get
Blaschke type theorems relative to these classes by use of several complex
variables methods... | [
0,
0,
1,
0,
0,
0
] |
Title: Exploring the nuances in the relationship "culture-strategy" for the business world,
Abstract: The current article explores interesting, significant and recently identified
nuances in the relationship "culture-strategy". The shared views of leading
scholars at the University of National and World Economy in rela... | [
0,
0,
0,
0,
0,
1
] |
Title: Audio style transfer,
Abstract: 'Style transfer' among images has recently emerged as a very active research
topic, fuelled by the power of convolution neural networks (CNNs), and has
become fast a very popular technology in social media. This paper investigates
the analogous problem in the audio domain: How to ... | [
1,
1,
0,
0,
0,
0
] |
Title: Hyperbolic pseudoinverses for kinematics in the Euclidean group,
Abstract: The kinematics of a robot manipulator are described in terms of the mapping
connecting its joint space and the 6-dimensional Euclidean group of motions
$SE(3)$. The associated Jacobian matrices map into its Lie algebra
$\mathfrak{se}(3)$,... | [
0,
0,
1,
0,
0,
0
] |
Title: Acute sets,
Abstract: A set of points in $\mathbb{R}^d$ is acute, if any three points from this set
form an acute triangle. In this note we construct an acute set in
$\mathbb{R}^d$ of size at least $1.618^d$. Also, we present a simple example of
an acute set of size at least $2^{\frac{d}{2}}$. | [
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1,
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] |
Title: Session Analysis using Plan Recognition,
Abstract: This paper presents preliminary results of our work with a major financial
company, where we try to use methods of plan recognition in order to
investigate the interactions of a costumer with the company's online interface.
In this paper, we present the first st... | [
1,
0,
0,
0,
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0
] |
Title: Budgeted Experiment Design for Causal Structure Learning,
Abstract: We study the problem of causal structure learning when the experimenter is
limited to perform at most $k$ non-adaptive experiments of size $1$. We
formulate the problem of finding the best intervention target set as an
optimization problem, whic... | [
1,
0,
0,
1,
0,
0
] |
Title: Feeble fish in time-dependent waters and homogenization of the G-equation,
Abstract: We study the following control problem. A fish with bounded aquatic
locomotion speed swims in fast waters. Can this fish, under reasonable
assumptions, get to a desired destination? It can, even if the flow is
time-dependent. Mo... | [
0,
0,
1,
0,
0,
0
] |
Title: Betti tables for indecomposable matrix factorizations of $XY(X-Y)(X-λY)$,
Abstract: We classify the Betti tables of indecomposable graded matrix factorizations
over the simple elliptic singularity $f_\lambda = XY(X-Y)(X-\lambda Y)$ by
making use of an associated weighted projective line of genus one. | [
0,
0,
1,
0,
0,
0
] |
Title: Discrete Integrable Systems, Supersymmetric Quantum Mechanics, and Framed BPS States - I,
Abstract: It is possible to understand whether a given BPS spectrum is generated by a
relevant deformation of a 4D N=2 SCFT or of an asymptotically free theory from
the periodicity properties of the corresponding quantum mo... | [
0,
1,
1,
0,
0,
0
] |
Title: Generalized Robust Bayesian Committee Machine for Large-scale Gaussian Process Regression,
Abstract: In order to scale standard Gaussian process (GP) regression to large-scale
datasets, aggregation models employ factorized training process and then
combine predictions from distributed experts. The state-of-the-a... | [
0,
0,
0,
1,
0,
0
] |
Title: Network Inference from a Link-Traced Sample using Approximate Bayesian Computation,
Abstract: We present a new inference method based on approximate Bayesian computation
for estimating parameters governing an entire network based on link-traced
samples of that network. To do this, we first take summary statistic... | [
1,
1,
0,
1,
0,
0
] |
Title: Variational Dropout Sparsifies Deep Neural Networks,
Abstract: We explore a recently proposed Variational Dropout technique that provided an
elegant Bayesian interpretation to Gaussian Dropout. We extend Variational
Dropout to the case when dropout rates are unbounded, propose a way to reduce
the variance of the... | [
1,
0,
0,
1,
0,
0
] |
Title: A note on clustered cells,
Abstract: This note contains additions to the paper 'Clustered cell decomposition in
P-minimal structures' (arXiv:1612.02683). We discuss a question which was
raised in that paper, on the order of clustered cells. We also consider a
notion of cells of minimal order, which is a slight o... | [
0,
0,
1,
0,
0,
0
] |
Title: Record statistics of a strongly correlated time series: random walks and Lévy flights,
Abstract: We review recent advances on the record statistics of strongly correlated
time series, whose entries denote the positions of a random walk or a Lévy
flight on a line. After a brief survey of the theory of records for... | [
0,
1,
1,
0,
0,
0
] |
Title: On nonlinear instability of Prandtl's boundary layers: the case of Rayleigh's stable shear flows,
Abstract: In this paper, we study Prandtl's boundary layer asymptotic expansion for
incompressible fluids on the half-space in the inviscid limit. In \cite{Gr1},
E. Grenier proved that Prandtl's Ansatz is false for ... | [
0,
0,
1,
0,
0,
0
] |
Title: Subspace Clustering with Missing and Corrupted Data,
Abstract: Given full or partial information about a collection of points that lie close
to a union of several subspaces, subspace clustering refers to the process of
clustering the points according to their subspace and identifying the
subspaces. One popular a... | [
0,
0,
0,
1,
0,
0
] |
Title: Monte Carlo Tensor Network Renormalization,
Abstract: Techniques for approximately contracting tensor networks are limited in how
efficiently they can make use of parallel computing resources. In this work we
demonstrate and characterize a Monte Carlo approach to the tensor network
renormalization group method w... | [
0,
1,
0,
0,
0,
0
] |
Title: SSGP topologies on abelian groups of positive finite divisible rank,
Abstract: Let G be an abelian group. For a subset A of G, Cyc(A) denotes the set of all
elements x of G such that the cyclic subgroup generated by x is contained in A,
and G is said to have the small subgroup generating property (abbreviated to... | [
0,
0,
1,
0,
0,
0
] |
Title: Intelligent Pothole Detection and Road Condition Assessment,
Abstract: Poor road conditions are a public nuisance, causing passenger discomfort,
damage to vehicles, and accidents. In the U.S., road-related conditions are a
factor in 22,000 of the 42,000 traffic fatalities each year. Although we often
complain ab... | [
1,
0,
0,
0,
0,
0
] |
Title: Concrete Autoencoders for Differentiable Feature Selection and Reconstruction,
Abstract: We introduce the concrete autoencoder, an end-to-end differentiable method
for global feature selection, which efficiently identifies a subset of the most
informative features and simultaneously learns a neural network to re... | [
1,
0,
0,
1,
0,
0
] |
Title: Emergence and complexity in theoretical models of self-organized criticality,
Abstract: In this thesis we present few theoretical studies of the models of
self-organized criticality. Following a brief introduction of self-organized
criticality, we discuss three main problems. The first problem is about growing
p... | [
0,
1,
1,
0,
0,
0
] |
Title: An Extension of Averaged-Operator-Based Algorithms,
Abstract: Many of the algorithms used to solve minimization problems with
sparsity-inducing regularizers are generic in the sense that they do not take
into account the sparsity of the solution in any particular way. However,
algorithms known as semismooth Newt... | [
0,
0,
0,
1,
0,
0
] |
Title: Along the sun-drenched roadside: On the interplay between urban street orientation entropy and the buildings' solar potential,
Abstract: We explore the relation between urban road network characteristics
particularly circuitry, street orientation entropy and the city's topography on
the one hand and the building... | [
0,
1,
0,
0,
0,
0
] |
Title: $HD(M\setminus L)>0.353$,
Abstract: The complement $M\setminus L$ of the Lagrange spectrum $L$ in the Markov
spectrum $M$ was studied by many authors (including Freiman, Berstein, Cusick
and Flahive). After their works, we disposed of a countable collection of
points in $M\setminus L$.
In this article, we descri... | [
0,
0,
1,
0,
0,
0
] |
Title: Good Clusterings Have Large Volume,
Abstract: The clustering of a data set is one of the core tasks in data analytics. Many
clustering algorithms exhibit a strong contrast between a favorable performance
in practice and bad theoretical worst-cases. Prime examples are least-squares
assignments and the popular $k$... | [
0,
0,
1,
0,
0,
0
] |
Title: Regularity of Lie Groups,
Abstract: We solve the regularity problem for Milnor's infinite dimensional Lie groups
in the $C^0$-topological context, and provide necessary and sufficient
regularity conditions for the standard setting ($C^k$-topology). We prove that
the evolution map is $C^0$-continuous on its domai... | [
0,
0,
1,
0,
0,
0
] |
Title: Convergence rates for nonequilibrium Langevin dynamics,
Abstract: We study the exponential convergence to the stationary state for
nonequilibrium Langevin dynamics, by a perturbative approach based on
hypocoercive techniques developed for equilibrium Langevin dynamics. The
Hamiltonian and overdamped limits (corr... | [
0,
1,
1,
0,
0,
0
] |
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