text stringlengths 57 2.88k | labels listlengths 6 6 |
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Title: Improving the staggered grid Lagrangian hydrodynamics for modeling multi-material flows,
Abstract: In this work, we make two improvements on the staggered grid hydrodynamics
(SGH) Lagrangian scheme for modeling 2-dimensional compressible multi-material
flows on triangular mesh. The first improvement is the const... | [
0,
1,
0,
0,
0,
0
] |
Title: Reinforcement Learning-based Thermal Comfort Control for Vehicle Cabins,
Abstract: Vehicle climate control systems aim to keep passengers thermally comfortable.
However, current systems control temperature rather than thermal comfort and
tend to be energy hungry, which is of particular concern when considering
e... | [
1,
0,
0,
0,
0,
0
] |
Title: A functional model for the Fourier--Plancherel operator truncated on the positive half-axis,
Abstract: The truncated Fourier operator $\mathscr{F}_{\mathbb{R^{+}}}$, $$
(\mathscr{F}_{\mathbb{R^{+}}}x)(t)=\frac{1}{\sqrt{2\pi}}
\int\limits_{\mathbb{R^{+}}}x(\xi)e^{it\xi}\,d\xi\,,\ \ \
t\in{}{\mathbb{R^{+}}}, $$ is... | [
0,
0,
1,
0,
0,
0
] |
Title: Mapping $n$ grid points onto a square forces an arbitrarily large Lipschitz constant,
Abstract: We prove that the regular $n\times n$ square grid of points in the integer
lattice $\mathbb{Z}^{2}$ cannot be recovered from an arbitrary $n^{2}$-element
subset of $\mathbb{Z}^{2}$ via a mapping with prescribed Lipsch... | [
1,
0,
1,
0,
0,
0
] |
Title: An FPT algorithm for planar multicuts with sources and sinks on the outer face,
Abstract: Given a list of k source-sink pairs in an edge-weighted graph G, the minimum
multicut problem consists in selecting a set of edges of minimum total weight
in G, such that removing these edges leaves no path from each source... | [
1,
0,
0,
0,
0,
0
] |
Title: Calibration with Bias-Corrected Temperature Scaling Improves Domain Adaptation Under Label Shift in Modern Neural Networks,
Abstract: Label shift refers to the phenomenon where the marginal probability p(y) of
observing a particular class changes between the training and test
distributions while the conditional ... | [
1,
0,
0,
1,
0,
0
] |
Title: Propagation Networks for Model-Based Control Under Partial Observation,
Abstract: There has been an increasing interest in learning dynamics simulators for
model-based control. Compared with off-the-shelf physics engines, a learnable
simulator can quickly adapt to unseen objects, scenes, and tasks. However,
exis... | [
1,
0,
0,
0,
0,
0
] |
Title: High-redshift galaxies and black holes in the eyes of JWST: a population synthesis model from infrared to X-rays,
Abstract: The first billion years of the Universe is a pivotal time: stars, black holes
(BHs) and galaxies form and assemble, sowing the seeds of galaxies as we know
them today. Detecting, identifyin... | [
0,
1,
0,
0,
0,
0
] |
Title: Soft Label Memorization-Generalization for Natural Language Inference,
Abstract: Often when multiple labels are obtained for a training example it is assumed
that there is an element of noise that must be accounted for. It has been shown
that this disagreement can be considered signal instead of noise. In this w... | [
1,
0,
0,
0,
0,
0
] |
Title: Floquet Topological Magnons,
Abstract: We introduce the concept of Floquet topological magnons --- a mechanism by
which a synthetic tunable Dzyaloshinskii-Moriya interaction (DMI) can be
generated in quantum magnets using circularly polarized electric (laser) field.
The resulting effect is that Dirac magnons and... | [
0,
1,
0,
0,
0,
0
] |
Title: Wasserstein Soft Label Propagation on Hypergraphs: Algorithm and Generalization Error Bounds,
Abstract: Inspired by recent interests of developing machine learning and data mining
algorithms on hypergraphs, we investigate in this paper the semi-supervised
learning algorithm of propagating "soft labels" (e.g. pro... | [
0,
0,
0,
1,
0,
0
] |
Title: Psychological and Personality Profiles of Political Extremists,
Abstract: Global recruitment into radical Islamic movements has spurred renewed
interest in the appeal of political extremism. Is the appeal a rational
response to material conditions or is it the expression of psychological and
personality disorder... | [
1,
1,
0,
0,
0,
0
] |
Title: Techniques for Interpretable Machine Learning,
Abstract: Interpretable machine learning tackles the important problem that humans
cannot understand the behaviors of complex machine learning models and how
these models arrive at a particular decision. Although many approaches have
been proposed, a comprehensive u... | [
0,
0,
0,
1,
0,
0
] |
Title: New Models and Methods for Formation and Analysis of Social Networks,
Abstract: This doctoral work focuses on three main problems related to social networks:
(1) Orchestrating Network Formation: We consider the problem of orchestrating
formation of a social network having a certain given topology that may be
des... | [
1,
1,
0,
0,
0,
0
] |
Title: Identifying networks with common organizational principles,
Abstract: Many complex systems can be represented as networks, and the problem of
network comparison is becoming increasingly relevant. There are many techniques
for network comparison, from simply comparing network summary statistics to
sophisticated b... | [
1,
1,
0,
1,
0,
0
] |
Title: Image-based Proof of Work Algorithm for the Incentivization of Blockchain Archival of Interesting Images,
Abstract: A new variation of blockchain proof of work algorithm is proposed to
incentivize the timely execution of image processing algorithms. A sample image
processing algorithm is proposed to determine in... | [
1,
0,
0,
0,
0,
0
] |
Title: Multi-Lane Perception Using Feature Fusion Based on GraphSLAM,
Abstract: An extensive, precise and robust recognition and modeling of the environment
is a key factor for next generations of Advanced Driver Assistance Systems and
development of autonomous vehicles. In this paper, a real-time approach for the
perc... | [
1,
0,
0,
0,
0,
0
] |
Title: Stability analysis and stabilization of LPV systems with jumps and (piecewise) differentiable parameters using continuous and sampled-data controllers,
Abstract: Linear Parameter-Varying (LPV) systems with jumps and piecewise
differentiable parameters is a class of hybrid LPV systems for which no
tailored stabil... | [
1,
0,
1,
0,
0,
0
] |
Title: Identity Testing and Interpolation from High Powers of Polynomials of Large Degree over Finite Fields,
Abstract: We consider the problem of identity testing and recovering (that is,
interpolating) of a "hidden" monic polynomials $f$, given an oracle access to
$f(x)^e$ for $x\in\mathbb F_q$, where $\mathbb F_q$ i... | [
1,
0,
1,
0,
0,
0
] |
Title: A bird's eye view on the flat and conic band world of the honeycomb and Kagome lattices: Towards an understanding of 2D Metal-Organic Frameworks electronic structure,
Abstract: We present a thorough tight-binding analysis of the band structure of a wide
variety of lattices belonging to the class of honeycomb and... | [
0,
1,
0,
0,
0,
0
] |
Title: Replacement AutoEncoder: A Privacy-Preserving Algorithm for Sensory Data Analysis,
Abstract: An increasing number of sensors on mobile, Internet of things (IoT), and
wearable devices generate time-series measurements of physical activities.
Though access to the sensory data is critical to the success of many ben... | [
1,
0,
0,
1,
0,
0
] |
Title: Application of the Mixed Time-averaging Semiclassical Initial Value Representation method to Complex Molecular Spectra,
Abstract: The recently introduced mixed time-averaging semiclassical initial value
representation molecular dynamics method for spectroscopic calculations [M.
Buchholz, F. Grossmann, and M. Ceo... | [
0,
1,
0,
0,
0,
0
] |
Title: Bounds on layer potentials with rough inputs for higher order elliptic equations,
Abstract: In this paper we establish square-function estimates on the double and single
layer potentials with rough inputs for divergence form elliptic operators, of
arbitrary even order 2m, with variable t-independent coefficients... | [
0,
0,
1,
0,
0,
0
] |
Title: From support $τ$-tilting posets to algebras,
Abstract: The aim of this paper is to study a poset isomorphism between two support
$\tau$-tilting posets. We take several algebraic information from combinatorial
properties of support $\tau$-tilting posets. As an application, we treat a
certain class of basic algebr... | [
0,
0,
1,
0,
0,
0
] |
Title: Measuring the reionization 21 cm fluctuations using clustering wedges,
Abstract: One of the main challenges in probing the reionization epoch using the
redshifted 21 cm line is that the magnitude of the signal is several orders
smaller than the astrophysical foregrounds. One of the methods to deal with the
probl... | [
0,
1,
0,
0,
0,
0
] |
Title: Sensing-Constrained LQG Control,
Abstract: Linear-Quadratic-Gaussian (LQG) control is concerned with the design of an
optimal controller and estimator for linear Gaussian systems with imperfect
state information. Standard LQG assumes the set of sensor measurements, to be
fed to the estimator, to be given. Howeve... | [
1,
0,
0,
0,
0,
0
] |
Title: Deep Residual Learning for Instrument Segmentation in Robotic Surgery,
Abstract: Detection, tracking, and pose estimation of surgical instruments are crucial
tasks for computer assistance during minimally invasive robotic surgery. In the
majority of cases, the first step is the automatic segmentation of surgical... | [
1,
0,
0,
0,
0,
0
] |
Title: Computing Constrained Approximate Equilibria in Polymatrix Games,
Abstract: This paper is about computing constrained approximate Nash equilibria in
polymatrix games, which are succinctly represented many-player games defined by
an interaction graph between the players. In a recent breakthrough, Rubinstein
showe... | [
1,
0,
0,
0,
0,
0
] |
Title: Evolution in Groups: A deeper look at synaptic cluster driven evolution of deep neural networks,
Abstract: A promising paradigm for achieving highly efficient deep neural networks is
the idea of evolutionary deep intelligence, which mimics biological evolution
processes to progressively synthesize more efficient... | [
1,
0,
0,
1,
0,
0
] |
Title: Polynomial Time and Sample Complexity for Non-Gaussian Component Analysis: Spectral Methods,
Abstract: The problem of Non-Gaussian Component Analysis (NGCA) is about finding a
maximal low-dimensional subspace $E$ in $\mathbb{R}^n$ so that data points
projected onto $E$ follow a non-gaussian distribution. Althoug... | [
1,
0,
0,
1,
0,
0
] |
Title: ARABIS: an Asynchronous Acoustic Indoor Positioning System for Mobile Devices,
Abstract: Acoustic ranging based indoor positioning solutions have the advantage of
higher ranging accuracy and better compatibility with commercial-off-the-self
consumer devices. However, similar to other time-domain based approaches... | [
1,
0,
0,
0,
0,
0
] |
Title: Realistic Evaluation of Deep Semi-Supervised Learning Algorithms,
Abstract: Semi-supervised learning (SSL) provides a powerful framework for leveraging
unlabeled data when labels are limited or expensive to obtain. SSL algorithms
based on deep neural networks have recently proven successful on standard
benchmark... | [
0,
0,
0,
1,
0,
0
] |
Title: Recovering piecewise constant refractive indices by a single far-field pattern,
Abstract: We are concerned with the inverse scattering problem of recovering an
inhomogeneous medium by the associated acoustic wave measurement. We prove that
under certain assumptions, a single far-field pattern determines the valu... | [
0,
0,
1,
0,
0,
0
] |
Title: On Bezout Inequalities for non-homogeneous Polynomial Ideals,
Abstract: We introduce a "workable" notion of degree for non-homogeneous polynomial
ideals and formulate and prove ideal theoretic Bézout Inequalities for the
sum of two ideals in terms of this notion of degree and the degree of
generators. We compute... | [
1,
0,
1,
0,
0,
0
] |
Title: Joint Mixability of Elliptical Distributions and Related Families,
Abstract: In this paper, we further develop the theory of complete mixability and joint
mixability for some distribution families. We generalize a result of
Rüschendorf and Uckelmann (2002) related to complete mixability of continuous
distributio... | [
0,
0,
1,
1,
0,
0
] |
Title: Secure uniform random number extraction via incoherent strategies,
Abstract: To guarantee the security of uniform random numbers generated by a quantum
random number generator, we study secure extraction of uniform random numbers
when the environment of a given quantum state is controlled by the third party,
the... | [
1,
0,
0,
0,
0,
0
] |
Title: Mobile Encryption Gateway (MEG) for Email Encryption,
Abstract: Email cryptography applications often suffer from major problems that prevent
their widespread implementation. MEG, or the Mobile Encryption Gateway aims to
fix the issues associated with email encryption by ensuring that encryption is
easy to perfo... | [
1,
0,
0,
0,
0,
0
] |
Title: Nematic Skyrmions in Odd-Parity Superconductors,
Abstract: We study topological excitations in two-component nematic superconductors,
with a particular focus on Cu$_x$Bi$_2$Se$_3$ as a candidate material. We find
that the lowest-energy topological excitations are coreless vortices: a bound
state of two spatially... | [
0,
1,
0,
0,
0,
0
] |
Title: Concentration and consistency results for canonical and curved exponential-family models of random graphs,
Abstract: Statistical inference for exponential-family models of random graphs with
dependent edges is challenging. We stress the importance of additional
structure and show that additional structure facili... | [
0,
0,
1,
1,
0,
0
] |
Title: Bayesian Network Learning via Topological Order,
Abstract: We propose a mixed integer programming (MIP) model and iterative algorithms
based on topological orders to solve optimization problems with acyclic
constraints on a directed graph. The proposed MIP model has a significantly
lower number of constraints co... | [
1,
0,
0,
1,
0,
0
] |
Title: The nature of the giant exomoon candidate Kepler-1625 b-i,
Abstract: The recent announcement of a Neptune-sized exomoon candidate around the
transiting Jupiter-sized object Kepler-1625 b could indicate the presence of a
hitherto unknown kind of gas giant moons, if confirmed. Three transits have
been observed, al... | [
0,
1,
0,
0,
0,
0
] |
Title: Generative Adversarial Privacy,
Abstract: We present a data-driven framework called generative adversarial privacy
(GAP). Inspired by recent advancements in generative adversarial networks
(GANs), GAP allows the data holder to learn the privatization mechanism
directly from the data. Under GAP, finding the optim... | [
0,
0,
0,
1,
0,
0
] |
Title: Hierarchical Modeling of Seed Variety Yields and Decision Making for Future Planting Plans,
Abstract: Eradicating hunger and malnutrition is a key development goal of the 21st
century. We address the problem of optimally identifying seed varieties to
reliably increase crop yield within a risk-sensitive decision-... | [
1,
0,
0,
1,
0,
0
] |
Title: A Clinical and Finite Elements Study of Stress Urinary Incontinence in Women Using Fluid-Structure Interactions,
Abstract: Stress Urinary Incontinence (SUI) or urine leakage from urethra occurs due to
an increase in abdominal pressure resulting from stress like a cough or jumping
height. SUI is more frequent amo... | [
1,
0,
0,
0,
0,
0
] |
Title: The n-term Approximation of Periodic Generalized Lévy Processes,
Abstract: In this paper, we study the compressibility of random processes and fields,
called generalized Lévy processes, that are solutions of stochastic
differential equations driven by $d$-dimensional periodic Lévy white noises.
Our results are b... | [
0,
0,
1,
0,
0,
0
] |
Title: Sliced rotated sphere packing designs,
Abstract: Space-filling designs are popular choices for computer experiments. A sliced
design is a design that can be partitioned into several subdesigns. We propose
a new type of sliced space-filling design called sliced rotated sphere packing
designs. Their full designs a... | [
0,
0,
1,
1,
0,
0
] |
Title: On the Convergence of Weighted AdaGrad with Momentum for Training Deep Neural Networks,
Abstract: Adaptive stochastic gradient descent methods, such as AdaGrad, RMSProp, Adam,
AMSGrad, etc., have been demonstrated efficacious in solving non-convex
stochastic optimization, such as training deep neural networks. H... | [
1,
0,
0,
1,
0,
0
] |
Title: Cyclic Dominance in the Spatial Coevolutionary Optional Prisoner's Dilemma Game,
Abstract: This paper studies scenarios of cyclic dominance in a coevolutionary spatial
model in which game strategies and links between agents adaptively evolve over
time. The Optional Prisoner's Dilemma (OPD) game is employed. The ... | [
1,
1,
1,
0,
0,
0
] |
Title: Analysis of universal adversarial perturbations,
Abstract: Deep networks have recently been shown to be vulnerable to universal
perturbations: there exist very small image-agnostic perturbations that cause
most natural images to be misclassified by such classifiers. In this paper, we
propose the first quantitati... | [
1,
0,
0,
1,
0,
0
] |
Title: Unsupervised and Semi-supervised Anomaly Detection with LSTM Neural Networks,
Abstract: We investigate anomaly detection in an unsupervised framework and introduce
Long Short Term Memory (LSTM) neural network based algorithms. In particular,
given variable length data sequences, we first pass these sequences thr... | [
1,
0,
0,
1,
0,
0
] |
Title: Wearable Health Monitoring Using Capacitive Voltage-Mode Human Body Communication,
Abstract: Rapid miniaturization and cost reduction of computing, along with the
availability of wearable and implantable physiological sensors have led to the
growth of human Body Area Network (BAN) formed by a network of such sen... | [
1,
0,
0,
0,
0,
0
] |
Title: Electromagnetically Induced Transparency (EIT) and Autler-Townes (AT) splitting in the Presence of Band-Limited White Gaussian Noise,
Abstract: We investigate the effect of band-limited white Gaussian noise (BLWGN) on
electromagnetically induced transparency (EIT) and Autler-Townes (AT)
splitting, when performin... | [
0,
1,
0,
0,
0,
0
] |
Title: SINR Outage Evaluation in Cellular Networks: Saddle Point Approximation (SPA) Using Normal Inverse Gaussian (NIG) Distribution,
Abstract: Signal-to-noise-plus-interference ratio (SINR) outage probability is among
one of the key performance metrics of a wireless cellular network. In this
paper, we propose a semi-... | [
1,
0,
1,
0,
0,
0
] |
Title: Smart grid modeling and simulation - Comparing GridLAB-D and RAPSim via two Case studies,
Abstract: One of the most important tools for the development of the smart grid is
simulation. Therefore, analyzing, designing, modeling, and simulating the smart
grid will allow to explore future scenarios and support deci... | [
1,
0,
0,
0,
0,
0
] |
Title: A Large-Scale CNN Ensemble for Medication Safety Analysis,
Abstract: Revealing Adverse Drug Reactions (ADR) is an essential part of post-marketing
drug surveillance, and data from health-related forums and medical communities
can be of a great significance for estimating such effects. In this paper, we
propose a... | [
1,
0,
0,
0,
0,
0
] |
Title: Solutions to twisted word equations and equations in virtually free groups,
Abstract: It is well-known that the problem to solve equations in virtually free groups
can be reduced to the problem to solve twisted word equations with regular
constraints over free monoids with involution.
In a first part of the pape... | [
1,
0,
1,
0,
0,
0
] |
Title: DeepTransport: Learning Spatial-Temporal Dependency for Traffic Condition Forecasting,
Abstract: Predicting traffic conditions has been recently explored as a way to relieve
traffic congestion. Several pioneering approaches have been proposed based on
traffic observations of the target location as well as its ad... | [
1,
0,
0,
0,
0,
0
] |
Title: On Statistical Optimality of Variational Bayes,
Abstract: The article addresses a long-standing open problem on the justification of
using variational Bayes methods for parameter estimation. We provide general
conditions for obtaining optimal risk bounds for point estimates acquired from
mean-field variational B... | [
0,
0,
1,
1,
0,
0
] |
Title: The Teichmüller Stack,
Abstract: This paper is a comprehensive introduction to the results of [7]. It grew as
an expanded version of a talk given at INdAM Meeting Complex and Symplectic
Geometry, held at Cortona in June 12-18, 2016. It deals with the construction
of the Teichmüller space of a smooth compact mani... | [
0,
0,
1,
0,
0,
0
] |
Title: On the Impact of Micro-Packages: An Empirical Study of the npm JavaScript Ecosystem,
Abstract: The rise of user-contributed Open Source Software (OSS) ecosystems
demonstrate their prevalence in the software engineering discipline. Libraries
work together by depending on each other across the ecosystem. From thes... | [
1,
0,
0,
0,
0,
0
] |
Title: Location and Orientation Optimisation for Spatially Stretched Tripole Arrays Based on Compressive Sensing,
Abstract: The design of sparse spatially stretched tripole arrays is an important but
also challenging task and this paper proposes for the very first time efficient
solutions to this problem. Unlike for th... | [
1,
0,
0,
0,
0,
0
] |
Title: Hausdorff dimension of limsup sets of random rectangles in products of regular spaces,
Abstract: The almost sure Hausdorff dimension of the limsup set of randomly distributed
rectangles in a product of Ahlfors regular metric spaces is computed in terms
of the singular value function of the rectangles. | [
0,
0,
1,
0,
0,
0
] |
Title: Thermal Characterization of Microscale Heat Convection under Rare Gas Condition by a Modified Hot Wire Method,
Abstract: As power electronics shrinks down to sub-micron scale, the thermal transport
from a solid surface to environment becomes significant. Under circumstances
when the device works in rare gas envi... | [
0,
1,
0,
0,
0,
0
] |
Title: A summation formula for triples of quadratic spaces,
Abstract: Let $V_1,V_2,V_3$ be a triple of even dimensional vector spaces over a number
field $F$ equipped with nondegenerate quadratic forms
$\mathcal{Q}_1,\mathcal{Q}_2,\mathcal{Q}_3$, respectively. Let \begin{align*} Y
\subset \prod_{i=1}V_i \end{align*} be... | [
0,
0,
1,
0,
0,
0
] |
Title: Designing Strassen's algorithm,
Abstract: In 1969, Strassen shocked the world by showing that two n x n matrices could
be multiplied in time asymptotically less than $O(n^3)$. While the recursive
construction in his algorithm is very clear, the key gain was made by showing
that 2 x 2 matrix multiplication could ... | [
1,
0,
1,
0,
0,
0
] |
Title: A Software-equivalent SNN Hardware using RRAM-array for Asynchronous Real-time Learning,
Abstract: Spiking Neural Network (SNN) naturally inspires hardware implementation as it
is based on biology. For learning, spike time dependent plasticity (STDP) may
be implemented using an energy efficient waveform superpos... | [
1,
0,
0,
0,
0,
0
] |
Title: Max flow vitality in general and $st$-planar graphs,
Abstract: The \emph{vitality} of an arc/node of a graph with respect to the maximum
flow between two fixed nodes $s$ and $t$ is defined as the reduction of the
maximum flow caused by the removal of that arc/node. In this paper we address
the issue of determini... | [
1,
0,
0,
0,
0,
0
] |
Title: Between Homomorphic Signal Processing and Deep Neural Networks: Constructing Deep Algorithms for Polyphonic Music Transcription,
Abstract: This paper presents a new approach in understanding how deep neural networks
(DNNs) work by applying homomorphic signal processing techniques. Focusing on
the task of multi-p... | [
1,
0,
0,
0,
0,
0
] |
Title: Negative membrane capacitance of outer hair cells: electromechanical coupling near resonance,
Abstract: The ability of the mammalian ear in processing high frequency sounds, up to
$\sim$100 kHz, is based on the capability of outer hair cells (OHCs) responding
to stimulation at high frequencies. These cells show ... | [
0,
1,
0,
0,
0,
0
] |
Title: Resonant inelastic x-ray scattering operators for $t_{2g}$ orbital systems,
Abstract: We derive general expressions for resonant inelastic x-ray scattering (RIXS)
operators for $t_{2g}$ orbital systems, which exhibit a rich array of
unconventional magnetism arising from unquenched orbital moments. Within the
fas... | [
0,
1,
0,
0,
0,
0
] |
Title: Hamiltonian Path in Split Graphs- a Dichotomy,
Abstract: In this paper, we investigate Hamiltonian path problem in the context of
split graphs, and produce a dichotomy result on the complexity of the problem.
Our main result is a deep investigation of the structure of $K_{1,4}$-free
split graphs in the context o... | [
1,
0,
0,
0,
0,
0
] |
Title: Design Patterns for Fusion-Based Object Retrieval,
Abstract: We address the task of ranking objects (such as people, blogs, or verticals)
that, unlike documents, do not have direct term-based representations. To be
able to match them against keyword queries, evidence needs to be amassed from
documents that are a... | [
1,
0,
0,
0,
0,
0
] |
Title: Early Routability Assessment in VLSI Floorplans: A Generalized Routing Model,
Abstract: Multiple design iterations are inevitable in nanometer Integrated Circuit
(IC) design flow until desired printability and performance metrics are
achieved. This starts with placement optimization aimed at improving
routabilit... | [
1,
0,
0,
0,
0,
0
] |
Title: Inverse Ising problem in continuous time: A latent variable approach,
Abstract: We consider the inverse Ising problem, i.e. the inference of network
couplings from observed spin trajectories for a model with continuous time
Glauber dynamics. By introducing two sets of auxiliary latent random variables
we render ... | [
0,
0,
0,
1,
0,
0
] |
Title: Analysis of the flux growth rate in emerging active regions on the Sun,
Abstract: We studied the emergence process of 42 active region (ARs) by analyzing the
time derivative, R(t), of the total unsigned flux. Line-of-sight magnetograms
acquired by the Helioseismic and Magnetic Imager (HMI) onboard the Solar
Dyna... | [
0,
1,
0,
0,
0,
0
] |
Title: Porosity and Differentiability of Lipschitz Maps from Stratified Groups to Banach Homogeneous Groups,
Abstract: Let $f$ be a Lipschitz map from a subset $A$ of a stratified group to a
Banach homogeneous group. We show that directional derivatives of $f$ act as
homogeneous homomorphisms at density points of $A$ o... | [
0,
0,
1,
0,
0,
0
] |
Title: A Structured Learning Approach with Neural Conditional Random Fields for Sleep Staging,
Abstract: Sleep plays a vital role in human health, both mental and physical. Sleep
disorders like sleep apnea are increasing in prevalence, with the rapid
increase in factors like obesity. Sleep apnea is most commonly treate... | [
0,
0,
0,
1,
0,
0
] |
Title: Dominant dimension and tilting modules,
Abstract: We study which algebras have tilting modules that are both generated and
cogenerated by projective-injective modules. Crawley-Boevey and Sauter have
shown that Auslander algebras have such tilting modules; and for algebras of
global dimension $2$, Auslander algeb... | [
0,
0,
1,
0,
0,
0
] |
Title: Fast and Accurate 3D Medical Image Segmentation with Data-swapping Method,
Abstract: Deep neural network models used for medical image segmentation are large
because they are trained with high-resolution three-dimensional (3D) images.
Graphics processing units (GPUs) are widely used to accelerate the trainings.
... | [
1,
0,
0,
0,
0,
0
] |
Title: Direct Optical Visualization of Water Transport across Polymer Nano-films,
Abstract: Gaining a detailed understanding of water transport behavior through
ultra-thin polymer membranes is increasingly becoming necessary due to the
recent interest in exploring applications such as water desalination using
nanoporou... | [
0,
1,
0,
0,
0,
0
] |
Title: Hyperbolicity cones and imaginary projections,
Abstract: Recently, the authors and de Wolff introduced the imaginary projection of a
polynomial $f\in\mathbb{C}[\mathbf{z}]$ as the projection of the variety of $f$
onto its imaginary part, $\mathcal{I}(f) \ = \ \{\text{Im}(\mathbf{z}) \, : \,
\mathbf{z} \in \mathc... | [
0,
0,
1,
0,
0,
0
] |
Title: Fairness-aware Classification: Criterion, Convexity, and Bounds,
Abstract: Fairness-aware classification is receiving increasing attention in the
machine learning fields. Recently research proposes to formulate the
fairness-aware classification as constrained optimization problems. However,
several limitations e... | [
0,
0,
0,
1,
0,
0
] |
Title: Optimal Rates for Community Estimation in the Weighted Stochastic Block Model,
Abstract: Community identification in a network is an important problem in fields such
as social science, neuroscience, and genetics. Over the past decade, stochastic
block models (SBMs) have emerged as a popular statistical framework... | [
0,
0,
1,
1,
0,
0
] |
Title: On Sound Relative Error Bounds for Floating-Point Arithmetic,
Abstract: State-of-the-art static analysis tools for verifying finite-precision code
compute worst-case absolute error bounds on numerical errors. These are,
however, often not a good estimate of accuracy as they do not take into account
the magnitude... | [
1,
0,
0,
0,
0,
0
] |
Title: Light yield determination in large sodium iodide detectors applied in the search for dark matter,
Abstract: Application of NaI(Tl) detectors in the search for galactic dark matter
particles through their elastic scattering off the target nuclei is well
motivated because of the long standing DAMA/LIBRA highly sig... | [
0,
1,
0,
0,
0,
0
] |
Title: A Systematic Approach to Numerical Dispersion in Maxwell Solvers,
Abstract: The finite-difference time-domain (FDTD) method is a well established method
for solving the time evolution of Maxwell's equations. Unfortunately the scheme
introduces numerical dispersion and therefore phase and group velocities which
d... | [
0,
1,
0,
0,
0,
0
] |
Title: On Synchronous, Asynchronous, and Randomized Best-Response schemes for computing equilibria in Stochastic Nash games,
Abstract: This work considers a stochastic Nash game in which each player solves a
parameterized stochastic optimization problem. In deterministic regimes,
best-response schemes have been shown t... | [
0,
0,
1,
0,
0,
0
] |
Title: On the insertion of n-powers,
Abstract: In algebraic terms, the insertion of $n$-powers in words may be modelled at
the language level by considering the pseudovariety of ordered monoids defined
by the inequality $1\le x^n$. We compare this pseudovariety with several other
natural pseudovarieties of ordered mono... | [
1,
0,
1,
0,
0,
0
] |
Title: The TUS detector of extreme energy cosmic rays on board the Lomonosov satellite,
Abstract: The origin and nature of extreme energy cosmic rays (EECRs), which have
energies above the 50 EeV, the Greisen-Zatsepin-Kuzmin (GZK) energy limit, is
one of the most interesting and complicated problems in modern cosmic-ra... | [
0,
1,
0,
0,
0,
0
] |
Title: New ellipsometric approach for determining small light ellipticities,
Abstract: We propose a precise ellipsometric method for the investigation of coherent
light with a small ellipticity. The main feature of this method is the use of
compensators with phase delays providing the maximum accuracy of measurements
f... | [
0,
1,
0,
0,
0,
0
] |
Title: Maximizing the Mutual Information of Multi-Antenna Links Under an Interfered Receiver Power Constraint,
Abstract: Single-user multiple-input / multiple-output (SU-MIMO) communication systems
have been successfully used over the years and have provided a significant
increase on a wireless link's capacity by enabl... | [
1,
0,
0,
0,
0,
0
] |
Title: Multistationarity and Bistability for Fewnomial Chemical Reaction Networks,
Abstract: Bistability and multistationarity are properties of reaction networks linked
to switch-like responses and connected to cell memory and cell decision making.
Determining whether and when a network exhibits bistability is a hard ... | [
1,
0,
0,
0,
1,
0
] |
Title: Erratum: Link prediction in drug-target interactions network using similarity indices,
Abstract: Background: In silico drug-target interaction (DTI) prediction plays an
integral role in drug repositioning: the discovery of new uses for existing
drugs. One popular method of drug repositioning is network-based DTI... | [
1,
0,
0,
0,
0,
0
] |
Title: Variable Selection for Highly Correlated Predictors,
Abstract: Penalty-based variable selection methods are powerful in selecting relevant
covariates and estimating coefficients simultaneously. However, variable
selection could fail to be consistent when covariates are highly correlated.
The partial correlation ... | [
0,
0,
1,
1,
0,
0
] |
Title: Scraping and Preprocessing Commercial Auction Data for Fraud Classification,
Abstract: In the last three decades, we have seen a significant increase in trading
goods and services through online auctions. However, this business created an
attractive environment for malicious moneymakers who can commit different ... | [
0,
0,
0,
1,
0,
0
] |
Title: Batch Size Influence on Performance of Graphic and Tensor Processing Units during Training and Inference Phases,
Abstract: The impact of the maximally possible batch size (for the better runtime) on
performance of graphic processing units (GPU) and tensor processing units (TPU)
during training and inference phas... | [
1,
0,
0,
0,
0,
0
] |
Title: Minimax Euclidean Separation Rates for Testing Convex Hypotheses in $\mathbb{R}^d$,
Abstract: We consider composite-composite testing problems for the expectation in the
Gaussian sequence model where the null hypothesis corresponds to a convex
subset $\mathcal{C}$ of $\mathbb{R}^d$. We adopt a minimax point of v... | [
0,
0,
1,
1,
0,
0
] |
Title: Simple Policy Evaluation for Data-Rich Iterative Tasks,
Abstract: A data-based policy for iterative control task is presented. The proposed
strategy is model-free and can be applied whenever safe input and state
trajectories of a system performing an iterative task are available. These
trajectories, together wit... | [
1,
0,
0,
0,
0,
0
] |
Title: Proper quadrics in the Euclidean $n$-space,
Abstract: In this paper we investigate the metric properties of quadrics and cones of
the $n$-dimensional Euclidean space. As applications of our formulas we give a
more detailed description of the construction of Chasles and the wire model of
Staude, respectively. | [
0,
0,
1,
0,
0,
0
] |
Title: Mapping of the dark exciton landscape in transition metal dichalcogenides,
Abstract: Transition metal dichalcogenides (TMDs) exhibit a remarkable exciton physics
including optically accessible (bright) as well as spin- and momentum-forbidden
(dark) excitonic states. So far the dark exciton landscape has not been... | [
0,
1,
0,
0,
0,
0
] |
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