title stringlengths 7 239 | abstract stringlengths 7 2.76k | cs int64 0 1 | phy int64 0 1 | math int64 0 1 | stat int64 0 1 | quantitative biology int64 0 1 | quantitative finance int64 0 1 |
|---|---|---|---|---|---|---|---|
Chaotic behavior in Casimir oscillators: A case study for phase change materials | Casimir forces between material surfaces at close proximity of less than 200
nm can lead to increased chaotic behavior of actuating devices depending on the
strength of the Casimir interaction. We investigate these phenomena for phase
change materials in torsional oscillators, where the amorphous to crystalline
phase... | 0 | 1 | 0 | 0 | 0 | 0 |
Confluence in Probabilistic Rewriting | Driven by the interest of reasoning about probabilistic programming
languages, we set out to study a notion of unicity of normal forms for them. To
provide a tractable proof method for it, we define a property of distribution
confluence which is shown to imply the desired uniqueness (even for infinite
sequences of re... | 1 | 0 | 0 | 0 | 0 | 0 |
Structure preserving schemes for mean-field equations of collective behavior | In this paper we consider the development of numerical schemes for mean-field
equations describing the collective behavior of a large group of interacting
agents. The schemes are based on a generalization of the classical Chang-Cooper
approach and are capable to preserve the main structural properties of the
systems,... | 0 | 1 | 0 | 0 | 0 | 0 |
Localization optoacoustic tomography | Localization-based imaging has revolutionized fluorescence optical microscopy
and has also enabled unprecedented ultrasound images of microvascular
structures in deep tissues. Herein, we introduce a new concept of localization
optoacoustic tomography (LOAT) that employs rapid sequential acquisition of
three-dimension... | 0 | 1 | 0 | 0 | 0 | 0 |
Reduced-basis approach to many-body localization | Within the standard model of many-body localization, i.e., the disordered
chain of spinless fermions, we investigate how the interaction affects the
many-body states in the basis of noninteracting localized Anderson states. From
this starting point we follow the approach that uses a reduced basis of
many-body states.... | 0 | 1 | 0 | 0 | 0 | 0 |
Electron-correlation study of Y III-Tc VII ions using a relativistic coupled-cluster theory | Spectroscopic properties, useful for plasma diagnostics and astrophysics, of
a few rubidium-like ions are studied here. We choose one of the simplest, but
correlationally challenging series where $d-$ and $f-$ orbitals are present in
the core and/or valence shells with $4d$ $^2D_{3/2}$ as the ground state. We
study d... | 0 | 1 | 0 | 0 | 0 | 0 |
Align and Copy: UZH at SIGMORPHON 2017 Shared Task for Morphological Reinflection | This paper presents the submissions by the University of Zurich to the
SIGMORPHON 2017 shared task on morphological reinflection. The task is to
predict the inflected form given a lemma and a set of morpho-syntactic
features. We focus on neural network approaches that can tackle the task in a
limited-resource setting... | 1 | 0 | 0 | 0 | 0 | 0 |
Krylov methods for low-rank commuting generalized Sylvester equations | We consider generalizations of the Sylvester matrix equation, consisting of
the sum of a Sylvester operator and a linear operator $\Pi$ with a particular
structure. More precisely, the commutator of the matrix coefficients of the
operator $\Pi$ and the Sylvester operator coefficients are assumed to be
matrices with l... | 0 | 0 | 1 | 0 | 0 | 0 |
Atomic-scale origin of dynamic viscoelastic response and creep in disordered solids | Viscoelasticity has been described since the time of Maxwell as an
interpolation of purely viscous and purely elastic response, but its
microscopic atomic-level mechanism in solids has remained elusive. We studied
three model disordered solids: a random lattice, the bond-depleted fcc lattice,
and the fcc lattice with... | 0 | 1 | 0 | 0 | 0 | 0 |
On-sky closed loop correction of atmospheric dispersion for high-contrast coronagraphy and astrometry | Adaptive optic (AO) systems delivering high levels of wavefront correction
are now common at observatories. One of the main limitations to image quality
after wavefront correction comes from atmospheric refraction. An Atmospheric
dispersion compensator (ADC) is employed to correct for atmospheric refraction.
The corr... | 0 | 1 | 0 | 0 | 0 | 0 |
Experimental observations and modelling of intrinsic rotation reversals in tokamaks | The progress made in understanding spontaneous toroidal rotation reversals in
tokamaks is reviewed and current ideas to solve this ten-year-old puzzle are
explored. The paper includes a summarial synthesis of the experimental
observations in AUG, C-Mod, KSTAR, MAST and TCV tokamaks, reasons why turbulent
momentum tra... | 0 | 1 | 0 | 0 | 0 | 0 |
Where, When, and How mmWave is Used in 5G and Beyon | Wireless engineers and business planners commonly raise the question on
where, when, and how millimeter-wave (mmWave) will be used in 5G and beyond.
Since the next generation network is not just a new radio access standard, but
instead an integration of networks for vertical markets with diverse
applications, answers... | 1 | 0 | 0 | 0 | 0 | 0 |
A simple script language for choreography of multiple, synchronizing non-anthropomorphic robots | The scripting language described in this document is (in the first place)
intended to be used on robots developed by Anja M{\o}lle Lindelof and Henning
Christiansen as part of a research project about robots performing on stage.
The target robots are expected to appear as familiar domestic objects that
take their own... | 1 | 0 | 0 | 0 | 0 | 0 |
Stability results for abstract evolution equations with intermittent time-delay feedback | We consider abstract evolution equations with on-off time delay feedback.
Without the time delay term, the model is described by an exponentially stable
semigroup. We show that, under appropriate conditions involving the delay term,
the system remains asymptotically stable. Under additional assumptions
exponential st... | 0 | 0 | 1 | 0 | 0 | 0 |
Solar wind turbulent cascade from MHD to sub-ion scales: large-size 3D hybrid particle-in-cell simulations | Spectral properties of the turbulent cascade from fluid to kinetic scales in
collisionless plasmas are investigated by means of large-size three-dimensional
(3D) hybrid (fluid electrons, kinetic protons) particle-in-cell simulations.
Initially isotropic Alfvènic fluctuations rapidly develop a strongly
anisotropic tur... | 0 | 1 | 0 | 0 | 0 | 0 |
Blind source separation of tensor-valued time series | The blind source separation model for multivariate time series generally
assumes that the observed series is a linear transformation of an unobserved
series with temporally uncorrelated or independent components. Given the
observations, the objective is to find a linear transformation that recovers
the latent series.... | 0 | 0 | 1 | 1 | 0 | 0 |
Mixed Cages | We introduce the notion of a $[z, r; g]$-mixed cage. A $[z, r; g]$-mixed cage
is a mixed graph $G$, $z$-regular by arcs, $r$-regular by edges, with girth $g$
and minimum order. In this paper we prove the existence of $[z, r ;g]$-mixed
cages and exhibit families of mixed cages for some specific values. We also
give lo... | 0 | 0 | 1 | 0 | 0 | 0 |
Single-beam dielectric-microsphere trapping with optical heterodyne detection | A technique to levitate and measure the three-dimensional position of
micrometer-sized dielectric spheres with heterodyne detection is presented. The
two radial degrees of freedom are measured by interfering light transmitted
through the microsphere with a reference wavefront, while the axial degree of
freedom is mea... | 0 | 1 | 0 | 0 | 0 | 0 |
An Empirical Analysis of Traceability in the Monero Blockchain | Monero is a privacy-centric cryptocurrency that allows users to obscure their
transactions by including chaff coins, called "mixins," along with the actual
coins they spend. In this paper, we empirically evaluate two weaknesses in
Monero's mixin sampling strategy. First, about 62% of transaction inputs with
one or mo... | 1 | 0 | 0 | 0 | 0 | 0 |
Automatic Face Image Quality Prediction | Face image quality can be defined as a measure of the utility of a face image
to automatic face recognition. In this work, we propose (and compare) two
methods for automatic face image quality based on target face quality values
from (i) human assessments of face image quality (matcher-independent), and
(ii) quality ... | 1 | 0 | 0 | 0 | 0 | 0 |
Stochastic Block Models are a Discrete Surface Tension | Networks, which represent agents and interactions between them, arise in
myriad applications throughout the sciences, engineering, and even the
humanities. To understand large-scale structure in a network, a common task is
to cluster a network's nodes into sets called "communities" such that there are
dense connectio... | 1 | 0 | 0 | 1 | 0 | 0 |
Robust d-wave pairing symmetry in multi-orbital cobalt high temperature superconductors | The pairing symmetry of the newly proposed cobalt high temperature
(high-$T_c$) superconductors formed by vertex shared cation-anion tetrahedral
complexes is studied by the methods of mean field, random phase approximation
(RPA) and functional renormalization group (FRG) analysis. The results of all
these methods sho... | 0 | 1 | 0 | 0 | 0 | 0 |
Thermodynamic properties of Ba$_2$CoSi$_2$O$_6$Cl$_2$ in strong magnetic field: Realization of flat-band physics in a highly frustrated quantum magnet | The search for flat-band solid-state realizations is a crucial issue to
verify or to challenge theoretical predictions for quantum many-body flat-band
systems. For frustrated quantum magnets flat bands lead to various
unconventional properties related to the existence of localized many-magnon
states. The recently syn... | 0 | 1 | 0 | 0 | 0 | 0 |
Fisher Information and Natural Gradient Learning of Random Deep Networks | A deep neural network is a hierarchical nonlinear model transforming input
signals to output signals. Its input-output relation is considered to be
stochastic, being described for a given input by a parameterized conditional
probability distribution of outputs. The space of parameters consisting of
weights and biases... | 0 | 0 | 0 | 1 | 0 | 0 |
Dynamic of plumes and scaling during the melting of a Phase Change Material heated from below | We identify and describe the main dynamic regimes occurring during the
melting of the PCM n-octadecane in horizontal layers of several sizes heated
from below. This configuration allows to cover a wide range of effective
Rayleigh numbers on the liquid PCM phase, up to $\sim 10^9$, without changing
any external parame... | 0 | 1 | 0 | 0 | 0 | 0 |
Parallel mean curvature surfaces in four-dimensional homogeneous spaces | We survey different classification results for surfaces with parallel mean
curvature immersed into some Riemannian homogeneous four-manifolds, including
real and complex space forms, and product spaces. We provide a common framework
for this problem, with special attention to the existence of holomorphic
quadratic di... | 0 | 0 | 1 | 0 | 0 | 0 |
Recent implementations, applications, and extensions of the Locally Optimal Block Preconditioned Conjugate Gradient method (LOBPCG) | Since introduction [A. Knyazev, Toward the optimal preconditioned
eigensolver: Locally optimal block preconditioned conjugate gradient method,
SISC (2001) DOI:10.1137/S1064827500366124] and efficient parallel
implementation [A. Knyazev et al., Block locally optimal preconditioned
eigenvalue xolvers (BLOPEX) in HYPRE ... | 1 | 0 | 0 | 1 | 0 | 0 |
An evaluation of cosmological models from expansion and growth of structure measurements | We compare a large suite of theoretical cosmological models to observational
data from the cosmic microwave background, baryon acoustic oscillation
measurements of expansion, Type Ia SNe measurements of expansion, redshift
space distortion measurements of the growth of structure, and the local Hubble
constant. Our th... | 0 | 1 | 0 | 0 | 0 | 0 |
The variety of $2$-dimensional algebras over an algebraically closed field | The work is devoted to the variety of $2$-dimensional algebras over an
algebraically closed field. Firstly, we classify such algebras modulo
isomorphism. Then we describe the degenerations and the closures of principal
algebra series in the variety under consideration. Finally, we apply our
results to obtain analogou... | 0 | 0 | 1 | 0 | 0 | 0 |
A Variational Observation Model of 3D Object for Probabilistic Semantic SLAM | We present a Bayesian object observation model for complete probabilistic
semantic SLAM. Recent studies on object detection and feature extraction have
become important for scene understanding and 3D mapping. However, 3D shape of
the object is too complex to formulate the probabilistic observation model;
therefore, p... | 1 | 0 | 0 | 0 | 0 | 0 |
Generation of optical frequency combs via four-wave mixing processes for low- and medium-resolution astronomy | We investigate the generation of optical frequency combs through a cascade of
four-wave mixing processes in nonlinear fibres with optimised parameters. The
initial optical field consists of two continuous-wave lasers with frequency
separation larger than 40 GHz (312.7 pm at 1531 nm). It propagates through
three nonli... | 0 | 1 | 0 | 0 | 0 | 0 |
Cross-referencing Social Media and Public Surveillance Camera Data for Disaster Response | Physical media (like surveillance cameras) and social media (like Instagram
and Twitter) may both be useful in attaining on-the-ground information during
an emergency or disaster situation. However, the intersection and reliability
of both surveillance cameras and social media during a natural disaster are not
fully ... | 1 | 0 | 0 | 0 | 0 | 0 |
Nonlinear Dynamics of a Viscous Bubbly Fluid | A physical model of a three-dimensional flow of a viscous bubbly fluid in an
intermediate regime between bubble formation and breakage is presented. The
model is based on mechanics and thermodynamics of a single bubble coupled to
the dynamics of a viscous fluid as a whole, and takes into account multiple
physical eff... | 0 | 1 | 0 | 0 | 0 | 0 |
ConvNet-Based Localization of Anatomical Structures in 3D Medical Images | Localization of anatomical structures is a prerequisite for many tasks in
medical image analysis. We propose a method for automatic localization of one
or more anatomical structures in 3D medical images through detection of their
presence in 2D image slices using a convolutional neural network (ConvNet).
A single Con... | 1 | 0 | 0 | 0 | 0 | 0 |
Gradient estimates for heat kernels and harmonic functions | Let $(X,d,\mu)$ be a doubling metric measure space endowed with a Dirichlet
form $\E$ deriving from a "carré du champ". Assume that $(X,d,\mu,\E)$
supports a scale-invariant $L^2$-Poincaré inequality. In this article, we
study the following properties of harmonic functions, heat kernels and Riesz
transforms for $p\in... | 0 | 0 | 1 | 0 | 0 | 0 |
The Deep Underground Neutrino Experiment -- DUNE: the precision era of neutrino physics | The last decade was remarkable for neutrino physics. In particular, the
phenomenon of neutrino flavor oscillations has been firmly established by a
series of independent measurements. All parameters of the neutrino mixing are
now known and we have elements to plan a judicious exploration of new scenarios
that are ope... | 0 | 1 | 0 | 0 | 0 | 0 |
Variations of $q$-Garnier system | We study several variants of q-Garnier system corresponding to various
directions of discrete time evolutions. We also investigate a relation between
the $q$-Garnier system and Suzuki's higher order $q$-Painlev/'e system by using
a duality of the $q$-KP system.
| 0 | 1 | 1 | 0 | 0 | 0 |
Quantum Quench dynamics in Non-local Luttinger Model: Rigorous Results | We investigate, in the Luttinger model with fixed box potential, the time
evolution of an inhomogeneous state prepared as a localized fermion added to
the noninteracting ground state. We proved that, if the state is evolved with
the interacting Hamiltonian, the averaged density has two peaks moving in
opposite direct... | 0 | 0 | 1 | 0 | 0 | 0 |
Dynamics of Relaxed Inflation | The cosmological relaxation of the electroweak scale has been proposed as a
mechanism to address the hierarchy problem of the Standard Model. A field, the
relaxion, rolls down its potential and, in doing so, scans the squared mass
parameter of the Higgs, relaxing it to a parametrically small value. In this
work, we p... | 0 | 1 | 0 | 0 | 0 | 0 |
Clustering is semidefinitely not that hard: Nonnegative SDP for manifold disentangling | In solving hard computational problems, semidefinite program (SDP)
relaxations often play an important role because they come with a guarantee of
optimality. Here, we focus on a popular semidefinite relaxation of K-means
clustering which yields the same solution as the non-convex original
formulation for well segrega... | 1 | 0 | 0 | 0 | 0 | 0 |
Dispersive optical detection of magnetic Feshbach resonances in ultracold gases | Magnetically tunable Feshbach resonances in ultracold atomic systems are
chiefly identified and characterized through time consuming atom loss
spectroscopy. We describe an off-resonant dispersive optical probing technique
to rapidly locate Feshbach resonances and demonstrate the method by locating
four resonances of ... | 0 | 1 | 0 | 0 | 0 | 0 |
Unveiling Bias Compensation in Turbo-Based Algorithms for (Discrete) Compressed Sensing | In Compressed Sensing, a real-valued sparse vector has to be recovered from
an underdetermined system of linear equations. In many applications, however,
the elements of the sparse vector are drawn from a finite set. Adapted
algorithms incorporating this additional knowledge are required for the
discrete-valued setup... | 1 | 0 | 0 | 0 | 0 | 0 |
Accelerated Linear Convergence of Stochastic Momentum Methods in Wasserstein Distances | Momentum methods such as Polyak's heavy ball (HB) method, Nesterov's
accelerated gradient (AG) as well as accelerated projected gradient (APG)
method have been commonly used in machine learning practice, but their
performance is quite sensitive to noise in the gradients. We study these
methods under a first-order sto... | 1 | 0 | 0 | 1 | 0 | 0 |
Compressed sensing with sparse corruptions: Fault-tolerant sparse collocation approximations | The recovery of approximately sparse or compressible coefficients in a
Polynomial Chaos Expansion is a common goal in modern parametric uncertainty
quantification (UQ). However, relatively little effort in UQ has been directed
toward theoretical and computational strategies for addressing the sparse
corruptions probl... | 0 | 0 | 1 | 0 | 0 | 0 |
Learning to Remember Rare Events | Despite recent advances, memory-augmented deep neural networks are still
limited when it comes to life-long and one-shot learning, especially in
remembering rare events. We present a large-scale life-long memory module for
use in deep learning. The module exploits fast nearest-neighbor algorithms for
efficiency and t... | 1 | 0 | 0 | 0 | 0 | 0 |
Stacking-dependent electronic structure of trilayer graphene resolved by nanospot angle-resolved photoemission spectroscopy | The crystallographic stacking order in multilayer graphene plays an important
role in determining its electronic structure. In trilayer graphene,
rhombohedral stacking (ABC) is particularly intriguing, exhibiting a flat band
with an electric-field tunable band gap. Such electronic structure is distinct
from simple he... | 0 | 1 | 0 | 0 | 0 | 0 |
Interaction energy between vortices of vector fields on Riemannian surfaces | We study a variational Ginzburg-Landau type model depending on a small
parameter $\epsilon>0$ for (tangent) vector fields on a $2$-dimensional
Riemannian surface. As $\epsilon\to 0$, the vector fields tend to be of unit
length and will have singular points of a (non-zero) index, called vortices.
Our main result deter... | 0 | 0 | 1 | 0 | 0 | 0 |
Multimodal Nonlinear Microscope based on a Compact Fiber-format Laser Source | We present a multimodal non-linear optical (NLO) laser-scanning microscope,
based on a compact fiber-format excitation laser and integrating coherent
anti-Stokes Raman scattering (CARS), stimulated Raman scattering (SRS) and
two-photon-excitation fluorescence (TPEF) on a single platform. We demonstrate
its capabiliti... | 0 | 1 | 0 | 0 | 0 | 0 |
The Diffuse Light of the Universe - On the microwave background before and after its discovery: open questions | In 1965, the discovery of a new type of uniform radiation, located between
radiowaves and infrared light, was accidental. Known today as Cosmic Microwave
background (CMB), this diffuse radiation is commonly interpreted as a fossil
light released in an early hot and dense universe and constitutes today the
main 'pilar... | 0 | 1 | 0 | 0 | 0 | 0 |
Classification of $5$-Dimensional Complex Nilpotent Leibniz Algebras | Leibniz algebras are certain generalization of Lie algebras. In this paper we
give the classification of $5-$dimensional complex non-Lie nilpotent Leibniz
algebras. We use the canonical forms for the congruence classes of matrices of
bilinear forms to classify the case $\dim(A^2)=3$ and $\dim(Leib(A))=1$ which
can be... | 0 | 0 | 1 | 0 | 0 | 0 |
Haptics of Screwing and Unscrewing for its Application in Smart Factories for Disassembly | Reconstruction of skilled humans sensation and control system often leads to
a development of robust control for the robots. We are developing an unscrewing
robot for the automated disassembly which requires a comprehensive control
system, but unscrewing experiments with robots are often limited to several
conditions... | 1 | 0 | 0 | 0 | 0 | 0 |
$G$-invariant Szegö kernel asymptotics and CR reduction | Let $(X, T^{1,0}X)$ be a compact connected orientable CR manifold of
dimension $2n+1$ with non-degenerate Levi curvature. Assume that $X$ admits a
connected compact Lie group action $G$. Under certain natural assumptions about
the group action $G$, we show that the $G$-invariant Szegö kernel for $(0,q)$
forms is a co... | 0 | 0 | 1 | 0 | 0 | 0 |
Self-similar resistive circuits as fractal-like structures | In the present work we explore resistive circuits where the individual
resistors are arranged in fractal-like patterns. These circuits have some of
the characteristics typically found in geometric fractals, namely
self-similarity and scale invariance. Considering resistive circuits as graphs,
we propose a definition ... | 0 | 1 | 0 | 0 | 0 | 0 |
DynaPhoPy: A code for extracting phonon quasiparticles from molecular dynamics simulations | We have developed a computational code, DynaPhoPy, that allow us to extract
the microscopic anharmonic phonon properties from molecular dynamics (MD)
simulations using the normal-mode-decomposition technique as presented by Sun
et al. [T. Sun, D. Zhang, R. Wentzcovitch, 2014]. Using this code we calculated
the quasip... | 0 | 1 | 0 | 0 | 0 | 0 |
Lower Bounds for Two-Sample Structural Change Detection in Ising and Gaussian Models | The change detection problem is to determine if the Markov network structures
of two Markov random fields differ from one another given two sets of samples
drawn from the respective underlying distributions. We study the trade-off
between the sample sizes and the reliability of change detection, measured as a
minimax... | 1 | 0 | 1 | 0 | 0 | 0 |
How Usable are Rust Cryptography APIs? | Context: Poor usability of cryptographic APIs is a severe source of
vulnerabilities. Aim: We wanted to find out what kind of cryptographic
libraries are present in Rust and how usable they are. Method: We explored
Rust's cryptographic libraries through a systematic search, conducted an
exploratory study on the major ... | 1 | 0 | 0 | 0 | 0 | 0 |
Augmenting End-to-End Dialog Systems with Commonsense Knowledge | Building dialog agents that can converse naturally with humans is a
challenging yet intriguing problem of artificial intelligence. In open-domain
human-computer conversation, where the conversational agent is expected to
respond to human responses in an interesting and engaging way, commonsense
knowledge has to be in... | 1 | 0 | 0 | 0 | 0 | 0 |
A framework for Multi-A(rmed)/B(andit) testing with online FDR control | We propose an alternative framework to existing setups for controlling false
alarms when multiple A/B tests are run over time. This setup arises in many
practical applications, e.g. when pharmaceutical companies test new treatment
options against control pills for different diseases, or when internet
companies test t... | 1 | 0 | 0 | 1 | 0 | 0 |
Statistical Speech Enhancement Based on Probabilistic Integration of Variational Autoencoder and Non-Negative Matrix Factorization | This paper presents a statistical method of single-channel speech enhancement
that uses a variational autoencoder (VAE) as a prior distribution on clean
speech. A standard approach to speech enhancement is to train a deep neural
network (DNN) to take noisy speech as input and output clean speech. Although
this superv... | 1 | 0 | 0 | 1 | 0 | 0 |
BPGrad: Towards Global Optimality in Deep Learning via Branch and Pruning | Understanding the global optimality in deep learning (DL) has been attracting
more and more attention recently. Conventional DL solvers, however, have not
been developed intentionally to seek for such global optimality. In this paper
we propose a novel approximation algorithm, BPGrad, towards optimizing deep
models g... | 1 | 0 | 0 | 1 | 0 | 0 |
Lagrangian Flow Network approach to an open flow model | Concepts and tools from network theory, the so-called Lagrangian Flow Network
framework, have been successfully used to obtain a coarse-grained description
of transport by closed fluid flows. Here we explore the application of this
methodology to open chaotic flows, and check it with numerical results for a
model ope... | 0 | 1 | 0 | 0 | 0 | 0 |
Some new gradient estimates for two nonlinear parabolic equations under Ricci flow | In this paper, by maximum principle and cutoff function, we investigate
gradient estimates for positive solutions to two nonlinear parabolic equations
under Ricci flow. The related Harnack inequalities are deduced. An result about
positive solutions on closed manifolds under Ricci flow is abtained. As
applications, g... | 0 | 0 | 1 | 0 | 0 | 0 |
On the pointwise iteration-complexity of a dynamic regularized ADMM with over-relaxation stepsize | In this paper, we extend the improved pointwise iteration-complexity result
of a dynamic regularized alternating direction method of multipliers (ADMM) for
a new stepsize domain. In this complexity analysis, the stepsize parameter can
even be chosen in the interval $(0,2)$ instead of interval
$(0,(1+\sqrt{5})/2)$. As... | 0 | 0 | 1 | 0 | 0 | 0 |
DeepBrain: Functional Representation of Neural In-Situ Hybridization Images for Gene Ontology Classification Using Deep Convolutional Autoencoders | This paper presents a novel deep learning-based method for learning a
functional representation of mammalian neural images. The method uses a deep
convolutional denoising autoencoder (CDAE) for generating an invariant, compact
representation of in situ hybridization (ISH) images. While most existing
methods for bio-i... | 1 | 0 | 0 | 1 | 0 | 0 |
Nonlocal heat equations in the Heisenberg group | We study the following nonlocal diffusion equation in the Heisenberg group
$\mathbb{H}_n$, \[ u_t(z,s,t)=J\ast u(z,s,t)-u(z,s,t), \] where $\ast$ denote
convolution product and $J$ satisfies appropriated hypothesis. For the Cauchy
problem we obtain that the asymptotic behavior of the solutions is the same
form that t... | 0 | 0 | 1 | 0 | 0 | 0 |
Motion Planning Networks | Fast and efficient motion planning algorithms are crucial for many
state-of-the-art robotics applications such as self-driving cars. Existing
motion planning methods such as RRT*, A*, and D*, become ineffective as their
computational complexity increases exponentially with the dimensionality of the
motion planning pr... | 1 | 0 | 0 | 1 | 0 | 0 |
Query Expansion Techniques for Information Retrieval: a Survey | With the ever increasing size of web, relevant information extraction on the
Internet with a query formed by a few keywords has become a big challenge. To
overcome this, query expansion (QE) plays a crucial role in improving the
Internet searches, where the user's initial query is reformulated to a new
query by addin... | 1 | 0 | 0 | 0 | 0 | 0 |
Method for Aspect-Based Sentiment Annotation Using Rhetorical Analysis | This paper fills a gap in aspect-based sentiment analysis and aims to present
a new method for preparing and analysing texts concerning opinion and
generating user-friendly descriptive reports in natural language. We present a
comprehensive set of techniques derived from Rhetorical Structure Theory and
sentiment anal... | 1 | 0 | 0 | 0 | 0 | 0 |
Commutativity of integral quasi-arithmetic means on measure spaces | Let $(X, \mathscr{L}, \lambda)$ and $(Y, \mathscr{M}, \mu)$ be finite measure
spaces for which there exist $A \in \mathscr{L}$ and $B \in \mathscr{M}$ with
$0 < \lambda(A) < \lambda(X)$ and $0 < \mu(B) < \mu(Y)$, and let $I\subseteq
\mathbf{R}$ be a non-empty interval. We prove that, if $f$ and $g$ are
continuous bij... | 0 | 0 | 1 | 0 | 0 | 0 |
Moderate Deviation for Random Elliptic PDEs with Small Noise | Partial differential equations with random inputs have become popular models
to characterize physical systems with uncertainty coming from, e.g., imprecise
measurement and intrinsic randomness. In this paper, we perform asymptotic rare
event analysis for such elliptic PDEs with random inputs. In particular, we
consid... | 0 | 0 | 1 | 0 | 0 | 0 |
Music Transformer | Music relies heavily on repetition to build structure and meaning.
Self-reference occurs on multiple timescales, from motifs to phrases to reusing
of entire sections of music, such as in pieces with ABA structure. The
Transformer (Vaswani et al., 2017), a sequence model based on self-attention,
has achieved compellin... | 1 | 0 | 0 | 1 | 0 | 0 |
Residual-Based Detections and Unified Architecture for Massive MIMO Uplink | Massive multiple-input multiple-output (M-MIMO) technique brings better
energy efficiency and coverage but higher computational complexity than
small-scale MIMO. For linear detections such as minimum mean square error
(MMSE), prohibitive complexity lies in solving large-scale linear equations.
For a better trade-off ... | 1 | 0 | 0 | 0 | 0 | 0 |
Sparsity constrained split feasibility for dose-volume constraints in inverse planning of intensity-modulated photon or proton therapy | A split feasibility formulation for the inverse problem of
intensity-modulated radiation therapy (IMRT) treatment planning with
dose-volume constraints (DVCs) included in the planning algorithm is presented.
It involves a new type of sparsity constraint that enables the inclusion of a
percentage-violation constraint ... | 0 | 1 | 1 | 0 | 0 | 0 |
On 2-Verma modules for quantum $\mathfrak{sl}_2$ | In this paper we study the superalgebra $A_n$, introduced by the authors in
previous work on categorification of Verma modules for quantum
$\mathfrak{sl}_2$. The superalgebra $A_n$ is akin to the nilHecke algebra, and
shares similar properties. In particular, we prove a uniqueness result about
2-Verma modules on $\Bb... | 0 | 0 | 1 | 0 | 0 | 0 |
On the Number of Single-Peaked Narcissistic or Single-Crossing Narcissistic Preference Profiles | We investigate preference profiles for a set $\mathcal{V}$ of voters, where
each voter $i$ has a preference order $\succ_i$ on a finite set $A$ of
alternatives (that is, a linear order on $A$) such that for each two
alternatives $a,b\in A$, voter $i$ prefers $a$ to $b$ if $a\succ_i b$. Such a
profile is narcissistic ... | 0 | 0 | 1 | 0 | 0 | 0 |
Planet formation and disk-planet interactions | This review is based on lectures given at the 45th Saas-Fee Advanced Course
'From Protoplanetary Disks to Planet Formation' held in March 2015 in Les
Diablerets, Switzerland. Starting with an overview of the main characterictics
of the Solar System and extrasolar planets, we describe the planet formation
process in t... | 0 | 1 | 0 | 0 | 0 | 0 |
Cherednik algebras and Calogero-Moser cells | Using the representation theory of Cherednik algebras at $t=0$ and a Galois
covering of the Calogero-Moser space, we define the notions of left, right and
two-sided Calogero-Moser cells for any finite complex reflection group. To each
Caloger-Moser two-sided cell is associated a Calogero-Moser family, while to
each C... | 0 | 0 | 1 | 0 | 0 | 0 |
Khovanov complexes of rational tangles | We show that the Khovanov complex of a rational tangle has a very simple
representative whose backbone of non-zero morphisms forms a zig-zag.
Furthermore, this minimal complex can be computed quickly by an inductive
algorithm. (For example, we calculate $Kh(8_2)$ by hand.) We find that the
bigradings of the subobject... | 0 | 0 | 1 | 0 | 0 | 0 |
Asymmetric Connectedness of Fears in the U.S. Financial Sector | We study how shocks to the forward-looking expectations of investors buying
call and put options transmit across the financial system. We introduce a new
contagion measure, called asymmetric fear connectedness (AFC), which captures
the information related to "fear" on the two sides of the options market and
can be us... | 0 | 0 | 0 | 0 | 0 | 1 |
Neural Network Based Speaker Classification and Verification Systems with Enhanced Features | This work presents a novel framework based on feed-forward neural network for
text-independent speaker classification and verification, two related systems
of speaker recognition. With optimized features and model training, it achieves
100% classification rate in classification and less than 6% Equal Error Rate
(ERR)... | 1 | 0 | 0 | 0 | 0 | 0 |
Slimness of graphs | Slimness of a graph measures the local deviation of its metric from a tree
metric. In a graph $G=(V,E)$, a geodesic triangle $\bigtriangleup(x,y,z)$ with
$x, y, z\in V$ is the union $P(x,y) \cup P(x,z) \cup P(y,z)$ of three shortest
paths connecting these vertices. A geodesic triangle $\bigtriangleup(x,y,z)$ is
calle... | 1 | 0 | 0 | 0 | 0 | 0 |
SirenAttack: Generating Adversarial Audio for End-to-End Acoustic Systems | Despite their immense popularity, deep learning-based acoustic systems are
inherently vulnerable to adversarial attacks, wherein maliciously crafted
audios trigger target systems to misbehave. In this paper, we present
SirenAttack, a new class of attacks to generate adversarial audios. Compared
with existing attacks,... | 1 | 0 | 0 | 0 | 0 | 0 |
k-server via multiscale entropic regularization | We present an $O((\log k)^2)$-competitive randomized algorithm for the
$k$-server problem on hierarchically separated trees (HSTs). This is the first
$o(k)$-competitive randomized algorithm for which the competitive ratio is
independent of the size of the underlying HST. Our algorithm is designed in the
framework of ... | 1 | 0 | 1 | 0 | 0 | 0 |
Some Large Sample Results for the Method of Regularized Estimators | We present a general framework for studying regularized estimators; i.e.,
estimation problems wherein "plug-in" type estimators are either ill-defined or
ill-behaved. We derive primitive conditions that imply consistency and
asymptotic linear representation for regularized estimators, allowing for
slower than $\sqrt{... | 0 | 0 | 1 | 0 | 0 | 0 |
Coregionalised Locomotion Envelopes - A Qualitative Approach | 'Sharing of statistical strength' is a phrase often employed in machine
learning and signal processing. In sensor networks, for example, missing
signals from certain sensors may be predicted by exploiting their correlation
with observed signals acquired from other sensors. For humans, our hands move
synchronously wit... | 1 | 0 | 0 | 1 | 0 | 0 |
Optimal Invariant Tests in an Instrumental Variables Regression With Heteroskedastic and Autocorrelated Errors | This paper uses model symmetries in the instrumental variable (IV) regression
to derive an invariant test for the causal structural parameter. Contrary to
popular belief, we show there exist model symmetries when equation errors are
heteroskedastic and autocorrelated (HAC). Our theory is consistent with
existing resu... | 0 | 0 | 1 | 1 | 0 | 0 |
Longitudinal electric field: from Maxwell equation to non-locality in time and space | In this paper we use the classical electrodynamics to show that the Lorenz
gauge can be incompatible with some particular solutions of the d Alembert
equations for electromagnetic potentials. In its turn, the d Alembert equations
for the elec- tromagnetic potentials is the result of application of the Lorenz
gauge to... | 0 | 1 | 0 | 0 | 0 | 0 |
Estimating linear functionals of a sparse family of Poisson means | Assume that we observe a sample of size n composed of p-dimensional signals,
each signal having independent entries drawn from a scaled Poisson distribution
with an unknown intensity. We are interested in estimating the sum of the n
unknown intensity vectors, under the assumption that most of them coincide with
a giv... | 0 | 0 | 1 | 1 | 0 | 0 |
Fabrication of porous microrings via laser printing and ion-beam post-etching | Pulsed-laser dry printing of noble-metal microrings with a tunable internal
porous structure, which can be revealed via an ion-beam etching post-procedure,
was demonstrated. Abundance and average size of the pores inside the microrings
were shown to be tuned in a wide range by varying incident pulse energy and a
nitr... | 0 | 1 | 0 | 0 | 0 | 0 |
Performance Measurements of Supercomputing and Cloud Storage Solutions | Increasing amounts of data from varied sources, particularly in the fields of
machine learning and graph analytics, are causing storage requirements to grow
rapidly. A variety of technologies exist for storing and sharing these data,
ranging from parallel file systems used by supercomputers to distributed block
stora... | 1 | 1 | 0 | 0 | 0 | 0 |
Multi-Objective Event-triggered Consensus of Linear Multi-agent Systems | This paper proposes a distributed consensus algorithm for linear event-based
heterogeneous multi-agent systems (MAS). The proposed scheme is event-triggered
in the sense that an agent selectively transmits its information within its
local neighbourhood based on a directed network topology under the fulfillment
of cer... | 1 | 0 | 0 | 0 | 0 | 0 |
Private and Secure Coordination of Match-Making for Heavy-Duty Vehicle Platooning | A secure and private framework for inter-agent communication and coordination
is developed. This allows an agent, in our case a fleet owner, to ask questions
or submit queries in an encrypted fashion using semi-homomorphic encryption.
The submitted query can be about the interest of the other fleet owners for
using a... | 1 | 0 | 1 | 0 | 0 | 0 |
Kernel Robust Bias-Aware Prediction under Covariate Shift | Under covariate shift, training (source) data and testing (target) data
differ in input space distribution, but share the same conditional label
distribution. This poses a challenging machine learning task. Robust Bias-Aware
(RBA) prediction provides the conditional label distribution that is robust to
the worstcase ... | 1 | 0 | 0 | 1 | 0 | 0 |
Degeneration in VAE: in the Light of Fisher Information Loss | While enormous progress has been made to Variational Autoencoder (VAE) in
recent years, similar to other deep networks, VAE with deep networks suffers
from the problem of degeneration, which seriously weakens the correlation
between the input and the corresponding latent codes, deviating from the goal
of the represen... | 0 | 0 | 0 | 1 | 0 | 0 |
Room-temperature spin transport in n-Ge probed by four-terminal nonlocal measurements | We demonsrtate electrical spin injection and detection in $n$-type Ge
($n$-Ge) at room temperature using four-terminal nonlocal spin-valve and
Hanle-effect measurements in lateral spin-valve (LSV) devices with
Heusler-alloy Schottky tunnel contacts. The spin diffusion length
($\lambda$$_{\rm Ge}$) of the Ge layer use... | 0 | 1 | 0 | 0 | 0 | 0 |
Synthesizing Neural Network Controllers with Probabilistic Model based Reinforcement Learning | We present an algorithm for rapidly learning controllers for robotics
systems. The algorithm follows the model-based reinforcement learning paradigm,
and improves upon existing algorithms; namely Probabilistic learning in Control
(PILCO) and a sample-based version of PILCO with neural network dynamics
(Deep-PILCO). W... | 1 | 0 | 0 | 0 | 0 | 0 |
Stealthy Deception Attacks Against SCADA Systems | SCADA protocols for Industrial Control Systems (ICS) are vulnerable to
network attacks such as session hijacking. Hence, research focuses on network
anomaly detection based on meta--data (message sizes, timing, command
sequence), or on the state values of the physical process. In this work we
present a class of seman... | 1 | 0 | 0 | 0 | 0 | 0 |
Beta-rhythm oscillations and synchronization transition in network models of Izhikevich neurons: effect of topology and synaptic type | Despite their significant functional roles, beta-band oscillations are least
understood. Synchronization in neuronal networks have attracted much attention
in recent years with the main focus on transition type. Whether one obtains
explosive transition or a continuous transition is an important feature of the
neurona... | 0 | 0 | 0 | 0 | 1 | 0 |
Renyi Differential Privacy | We propose a natural relaxation of differential privacy based on the Renyi
divergence. Closely related notions have appeared in several recent papers that
analyzed composition of differentially private mechanisms. We argue that the
useful analytical tool can be used as a privacy definition, compactly and
accurately r... | 1 | 0 | 0 | 0 | 0 | 0 |
Enhancing Quality for VVC Compressed Videos by Jointly Exploiting Spatial Details and Temporal Structure | In this paper, we propose a quality enhancement network for Versatile Video
Coding (VVC) compressed videos by jointly exploiting spatial details and
temporal structure (SDTS). The network consists of a temporal structure
prediction subnet and a spatial detail enhancement subnet. The former subnet is
used to estimate ... | 1 | 0 | 0 | 0 | 0 | 0 |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.