text stringlengths 57 2.88k | labels listlengths 6 6 |
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Title: Decay of Solutions to the Maxwell Equations on Schwarzschild-de Sitter Spacetimes,
Abstract: In this work, we consider solutions of the Maxwell equations on the
Schwarzschild-de Sitter family of black hole spacetimes. We prove that, in the
static region bounded by black hole and cosmological horizons, solutions ... | [
0,
0,
1,
0,
0,
0
] |
Title: Machine Learning pipeline for discovering neuroimaging-based biomarkers in neurology and psychiatry,
Abstract: We consider a problem of diagnostic pattern recognition/classification from
neuroimaging data. We propose a common data analysis pipeline for
neuroimaging-based diagnostic classification problems using ... | [
0,
0,
0,
1,
0,
0
] |
Title: The Strong Small Index Property for Free Homogeneous Structures,
Abstract: We show that in algebraically locally finite countable homogeneous structures
with a free stationary independence relation the small index property implies
the strong small index property. We use this and the main result of [15] to
deduce... | [
0,
0,
1,
0,
0,
0
] |
Title: The Unheralded Value of the Multiway Rendezvous: Illustration with the Production Cell Benchmark,
Abstract: The multiway rendezvous introduced in Theoretical CSP is a powerful paradigm
to achieve synchronization and communication among a group of (possibly more
than two) processes. We illustrate the advantages o... | [
1,
0,
0,
0,
0,
0
] |
Title: Sequential Multiple Testing,
Abstract: We study an online multiple testing problem where the hypotheses arrive
sequentially in a stream. The test statistics are independent and assumed to
have the same distribution under their respective null hypotheses. We
investigate two procedures LORD and LOND, proposed by (... | [
0,
0,
1,
1,
0,
0
] |
Title: On the selection of polynomials for the DLP algorithm,
Abstract: In this paper we characterize the set of polynomials $f\in\mathbb F_q[X]$
satisfying the following property: there exists a positive integer $d$ such
that for any positive integer $\ell$ less or equal than the degree of $f$,
there exists $t_0$ in $... | [
1,
0,
1,
0,
0,
0
] |
Title: Pixel-Level Statistical Analyses of Prescribed Fire Spread,
Abstract: Wildland fire dynamics is a complex turbulent dimensional process. Cellular
automata (CA) is an efficient tool to predict fire dynamics, but the main
parameters of the method are challenging to estimate. To overcome this
challenge, we compute ... | [
0,
1,
0,
0,
0,
0
] |
Title: Experiment Segmentation in Scientific Discourse as Clause-level Structured Prediction using Recurrent Neural Networks,
Abstract: We propose a deep learning model for identifying structure within experiment
narratives in scientific literature. We take a sequence labeling approach to
this problem, and label clause... | [
1,
0,
0,
0,
0,
0
] |
Title: Information-Theoretic Analysis of Refractory Effects in the P300 Speller,
Abstract: The P300 speller is a brain-computer interface that enables people with
neuromuscular disorders to communicate based on eliciting event-related
potentials (ERP) in electroencephalography (EEG) measurements. One challenge to
relia... | [
1,
0,
1,
0,
0,
0
] |
Title: Growth, Industrial Externality, Prospect Dynamics and Well-being on Markets,
Abstract: Functions or 'functionnings' enable to give a structure to any economic
activity whether they are used to describe a good or a service that is
exchanged on a market or they constitute the capability of an agent to provide
the ... | [
0,
0,
0,
0,
0,
1
] |
Title: Structure Preserving Model Reduction of Parametric Hamiltonian Systems,
Abstract: While reduced-order models (ROMs) have been popular for efficiently solving
large systems of differential equations, the stability of reduced models over
long-time integration is of present challenges. We present a greedy approach
... | [
0,
0,
1,
0,
0,
0
] |
Title: A Composition Theorem for Randomized Query Complexity,
Abstract: Let the randomized query complexity of a relation for error probability
$\epsilon$ be denoted by $R_\epsilon(\cdot)$. We prove that for any relation $f
\subseteq \{0,1\}^n \times \mathcal{R}$ and Boolean function $g:\{0,1\}^m
\rightarrow \{0,1\}$, ... | [
1,
0,
0,
0,
0,
0
] |
Title: PBW bases and marginally large tableaux in types B and C,
Abstract: We explicitly describe the isomorphism between two combinatorial realizations
of Kashiwara's infinity crystal in types B and C. The first realization is in
terms of marginally large tableaux and the other is in terms of Kostant
partitions coming... | [
0,
0,
1,
0,
0,
0
] |
Title: Ensemble Clustering for Graphs,
Abstract: We propose an ensemble clustering algorithm for graphs (ECG), which is based
on the Louvain algorithm and the concept of consensus clustering. We validate
our approach by replicating a recently published study comparing graph
clustering algorithms over artificial network... | [
1,
0,
0,
1,
0,
0
] |
Title: Testing for Feature Relevance: The HARVEST Algorithm,
Abstract: Feature selection with high-dimensional data and a very small proportion of
relevant features poses a severe challenge to standard statistical methods. We
have developed a new approach (HARVEST) that is straightforward to apply,
albeit somewhat comp... | [
0,
0,
0,
1,
0,
0
] |
Title: Energy Harvesting Enabled MIMO Relaying through PS,
Abstract: This paper considers a multiple-input multiple-output (MIMO) relay system
with an energy harvesting relay node. All nodes are equipped with multiple
antennas, and the relay node depends on the harvested energy from the received
signal to support infor... | [
1,
0,
0,
0,
0,
0
] |
Title: X-ray diagnostics of massive star winds,
Abstract: Observations with powerful X-ray telescopes, such as XMM-Newton and Chandra,
significantly advance our understanding of massive stars. Nearly all early-type
stars are X-ray sources. Studies of their X-ray emission provide important
diagnostics of stellar winds. ... | [
0,
1,
0,
0,
0,
0
] |
Title: Local asymptotic properties for Cox-Ingersoll-Ross process with discrete observations,
Abstract: In this paper, we consider a one-dimensional Cox-Ingersoll-Ross (CIR) process
whose drift coefficient depends on unknown parameters. Considering the process
discretely observed at high frequency, we prove the local a... | [
0,
0,
1,
1,
0,
0
] |
Title: Topological Dirac Nodal-net Fermions in AlB$_2$-type TiB$_2$ and ZrB$_2$,
Abstract: Based on first-principles calculations and effective model analysis, a Dirac
nodal-net semimetal state is recognized in AlB$_2$-type TiB$_2$ and ZrB$_2$
when spin-orbit coupling (SOC) is ignored. Taking TiB$_2$ as an example, the... | [
0,
1,
0,
0,
0,
0
] |
Title: Galactic Pal-eontology: Abundance Analysis of the Disrupting Globular Cluster Palomar 5,
Abstract: We present a chemical abundance analysis of the tidally disrupted globular
cluster (GC) Palomar 5. By co-adding high-resolution spectra of 15 member stars
from the cluster's main body, taken at low signal-to-noise ... | [
0,
1,
0,
0,
0,
0
] |
Title: Deep Graphs,
Abstract: We propose an algorithm for deep learning on networks and graphs. It relies
on the notion that many graph algorithms, such as PageRank, Weisfeiler-Lehman,
or Message Passing can be expressed as iterative vertex updates. Unlike
previous methods which rely on the ingenuity of the designer, D... | [
0,
0,
0,
1,
0,
0
] |
Title: On the optimal investment-consumption and life insurance selection problem with an external stochastic factor,
Abstract: In this paper, we study a stochastic optimal control problem with stochastic
volatility. We prove the sufficient and necessary maximum principle for the
proposed problem. Then we apply the res... | [
0,
0,
0,
0,
0,
1
] |
Title: An Introduction to Adjoints and Output Error Estimation in Computational Fluid Dynamics,
Abstract: In recent years, the use of adjoint vectors in Computational Fluid Dynamics
(CFD) has seen a dramatic rise. Their utility in numerous applications,
including design optimization, data assimilation, and mesh adaptat... | [
1,
1,
0,
0,
0,
0
] |
Title: Incremental Sharpe and other performance ratios,
Abstract: We present a new methodology of computing incremental contribution for
performance ratios for portfolio like Sharpe, Treynor, Calmar or Sterling
ratios. Using Euler's homogeneous function theorem, we are able to decompose
these performance ratios as a li... | [
0,
0,
0,
0,
0,
1
] |
Title: Saliency Detection by Forward and Backward Cues in Deep-CNNs,
Abstract: As prior knowledge of objects or object features helps us make relations for
similar objects on attentional tasks, pre-trained deep convolutional neural
networks (CNNs) can be used to detect salient objects on images regardless of
the object... | [
1,
0,
0,
0,
0,
0
] |
Title: Active sorting of orbital angular momentum states of light with cascaded tunable resonators,
Abstract: Light carrying orbital angular momentum (OAM) has been shown to be of use in
a disparate range of fields ranging from astronomy to optical trapping, and as
a promising new dimension for multiplexing signals in ... | [
0,
1,
0,
0,
0,
0
] |
Title: Learning the Kernel for Classification and Regression,
Abstract: We investigate a series of learning kernel problems with polynomial
combinations of base kernels, which will help us solve regression and
classification problems. We also perform some numerical experiments of
polynomial kernels with regression and ... | [
1,
0,
0,
0,
0,
0
] |
Title: Critical system involving fractional Laplacian,
Abstract: In this paper, we study the following critical system with fractional
Laplacian: \begin{equation*} \begin{cases}
(-\Delta)^{s}u=
\mu_{1}|u|^{2^{\ast}-2}u+\frac{\alpha\gamma}{2^{\ast}}|u|^{\alpha-2}u|v|^{\beta}
\ \ \ \text{in} \ \ \mathbb{R}^{n},
(-\Delta)... | [
0,
0,
1,
0,
0,
0
] |
Title: Cooperative Estimation via Altruism,
Abstract: A novel approach, based on the notion of altruism, is presented to
cooperative estimation in a system comprising two information-sharing
estimators. The underlying assumption is that the system's global mission can
be accomplished even if only one of the estimators ... | [
1,
0,
1,
0,
0,
0
] |
Title: Multi-GPU maximum entropy image synthesis for radio astronomy,
Abstract: The maximum entropy method (MEM) is a well known deconvolution technique in
radio-interferometry. This method solves a non-linear optimization problem with
an entropy regularization term. Other heuristics such as CLEAN are faster but
highly... | [
1,
1,
0,
0,
0,
0
] |
Title: Green function for linearized Navier-Stokes around a boundary layer profile: away from critical layers,
Abstract: In this paper, we construct the Green function for the classical
Orr-Sommerfeld equations, which are the linearized Navier-Stokes equations
around a boundary layer profile. As an immediate applicatio... | [
0,
0,
1,
0,
0,
0
] |
Title: Explicit Time Integration of Transient Eddy Current Problems,
Abstract: For time integration of transient eddy current problems commonly implicit
time integration methods are used, where in every time step one or several
nonlinear systems of equations have to be linearized with the Newton-Raphson
method due to f... | [
1,
1,
1,
0,
0,
0
] |
Title: On the maximum principle for the Riesz transform,
Abstract: Let $\mu$ be a measure in $\mathbb R^d$ with compact support and continuous
density, and let $$ R^s\mu(x)=\int\frac{y-x}{|y-x|^{s+1}}\,d\mu(y),\ \
x,y\in\mathbb R^d,\ \ 0<s<d. $$ We consider the following conjecture: $$
\sup_{x\in\mathbb R^d}|R^s\mu(x)|... | [
0,
0,
1,
0,
0,
0
] |
Title: Optimal rates of estimation for multi-reference alignment,
Abstract: In this paper, we establish optimal rates of adaptive estimation of a vector
in the multi-reference alignment model, a problem with important applications
in fields such as signal processing, image processing, and computer vision,
among others.... | [
0,
0,
1,
1,
0,
0
] |
Title: Overcomplete Frame Thresholding for Acoustic Scene Analysis,
Abstract: In this work, we derive a generic overcomplete frame thresholding scheme
based on risk minimization. Overcomplete frames being favored for analysis
tasks such as classification, regression or anomaly detection, we provide a way
to leverage th... | [
1,
0,
0,
1,
0,
0
] |
Title: A Hybrid Approach for Trajectory Control Design,
Abstract: This work presents a methodology to design trajectory tracking feedback
control laws, which embed non-parametric statistical models, such as Gaussian
Processes (GPs). The aim is to minimize unmodeled dynamics such as undesired
slippages. The proposed app... | [
1,
0,
0,
0,
0,
0
] |
Title: Foresight: Rapid Data Exploration Through Guideposts,
Abstract: Current tools for exploratory data analysis (EDA) require users to manually
select data attributes, statistical computations and visual encodings. This can
be daunting for large-scale, complex data. We introduce Foresight, a
visualization recommende... | [
1,
0,
0,
0,
0,
0
] |
Title: Transport by Lagrangian Vortices in the Eastern Pacific,
Abstract: Rotationally coherent Lagrangian vortices (RCLVs) are identified from
satellite-derived surface geostrophic velocities in the Eastern Pacific
(180$^\circ$-130$^\circ$ W) using the objective (frame-invariant) finite-time
Lagrangian-coherent-struct... | [
0,
1,
0,
0,
0,
0
] |
Title: A Note on a Quantitative Form of the Solovay-Kitaev Theorem,
Abstract: The problem of finding good approximations of arbitrary 1-qubit gates is
identical to that of finding a dense group generated by a universal subset of
$SU(2)$ to approximate an arbitrary element of $SU(2)$. The Solovay-Kitaev
Theorem is a wel... | [
0,
0,
1,
0,
0,
0
] |
Title: Max K-armed bandit: On the ExtremeHunter algorithm and beyond,
Abstract: This paper is devoted to the study of the max K-armed bandit problem, which
consists in sequentially allocating resources in order to detect extreme
values. Our contribution is twofold. We first significantly refine the analysis
of the Extr... | [
1,
0,
0,
1,
0,
0
] |
Title: Initial-boundary value problems in a rectangle for two-dimensional Zakharov-Kuznetsov equation,
Abstract: Initial-boundary value problems in a bounded rectangle with different types
of boundary conditions for two-dimensional Zakharov-Kuznetsov equation are
considered. Results on global well-posedness in the clas... | [
0,
0,
1,
0,
0,
0
] |
Title: A generalized quantum Slepian-Wolf,
Abstract: In this work we consider a quantum generalization of the task considered by
Slepian and Wolf [1973] regarding distributed source compression. In our task
Alice, Bob, Charlie and Reference share a joint pure state. Alice and Bob wish
to send a part of their respective... | [
1,
0,
0,
0,
0,
0
] |
Title: The rational SPDE approach for Gaussian random fields with general smoothness,
Abstract: A popular approach for modeling and inference in spatial statistics is to
represent Gaussian random fields as solutions to stochastic partial
differential equations (SPDEs) of the form $L^{\beta}u = \mathcal{W}$, where
$\mat... | [
0,
0,
0,
1,
0,
0
] |
Title: An Analog of the Neumann Problem for the $1$-Laplace Equation in the Metric Setting: Existence, Boundary Regularity, and Stability,
Abstract: We study an inhomogeneous Neumann boundary value problem for functions of
least gradient on bounded domains in metric spaces that are equipped with a
doubling measure and ... | [
0,
0,
1,
0,
0,
0
] |
Title: Activating spin-forbidden transitions in molecules by the highly localized plasmonic field,
Abstract: Optical spectroscopy has been the primary tool to study the electronic
structure of molecules. However the strict spin selection rule has severely
limited its ability to access states of different spin multiplic... | [
0,
1,
0,
0,
0,
0
] |
Title: Charge and pairing dynamics in the attractive Hubbard model: mode coupling and the validity of linear-response theory,
Abstract: Pump-probe experiments have turned out as a powerful tool in order to study
the dynamics of competing orders in a large variety of materials. The
corresponding analysis of the data oft... | [
0,
1,
0,
0,
0,
0
] |
Title: Interpretation of Neural Networks is Fragile,
Abstract: In order for machine learning to be deployed and trusted in many
applications, it is crucial to be able to reliably explain why the machine
learning algorithm makes certain predictions. For example, if an algorithm
classifies a given pathology image to be a... | [
1,
0,
0,
1,
0,
0
] |
Title: Dipolar phonons and electronic screening in monolayer FeSe on SrTiO$_3$,
Abstract: Monolayer films of FeSe grown on SrTiO$_3$ substrates exhibit significantly
higher superconducting transition temperatures than those of bulk FeSe.
Interaction of electrons in the FeSe layer with dipolar SrTiO$_3$ phonons has
been... | [
0,
1,
0,
0,
0,
0
] |
Title: A Supervised Approach to Extractive Summarisation of Scientific Papers,
Abstract: Automatic summarisation is a popular approach to reduce a document to its
main arguments. Recent research in the area has focused on neural approaches to
summarisation, which can be very data-hungry. However, few large datasets exi... | [
1,
0,
0,
1,
0,
0
] |
Title: Channel Feedback Based on AoD-Adaptive Subspace Codebook in FDD Massive MIMO Systems,
Abstract: Channel feedback is essential in frequency division duplexing (FDD) massive
multiple-input multiple-output (MIMO) systems. Unfortunately, previous work on
multiuser MIMO has shown that the codebook size for channel fe... | [
1,
0,
0,
0,
0,
0
] |
Title: Convergence of the free Boltzmann quadrangulation with simple boundary to the Brownian disk,
Abstract: We prove that the free Boltzmann quadrangulation with simple boundary and
fixed perimeter, equipped with its graph metric, natural area measure, and the
path which traces its boundary converges in the scaling l... | [
0,
0,
1,
0,
0,
0
] |
Title: Canonical quantization of nonlinear sigma models with theta term, with applications to symmetry-protected topological phases,
Abstract: We canonically quantize $O(D+2)$ nonlinear sigma models (NLSMs) with theta
term on arbitrary smooth, closed, connected, oriented $D$-dimensional spatial
manifolds $\mathcal{M}$,... | [
0,
1,
0,
0,
0,
0
] |
Title: A Grouping Genetic Algorithm for Joint Stratification and Sample Allocation Designs,
Abstract: Predicting the cheapest sample size for the optimal stratification in
multivariate survey design is a problem in cases where the population frame is
large. A solution exists that iteratively searches for the minimum sa... | [
0,
0,
0,
1,
0,
0
] |
Title: Murmur Detection Using Parallel Recurrent & Convolutional Neural Networks,
Abstract: In this article, we propose a novel technique for classification of the
Murmurs in heart sound. We introduce a novel deep neural network architecture
using parallel combination of the Recurrent Neural Network (RNN) based
Bidirec... | [
1,
0,
0,
1,
0,
0
] |
Title: Learning across scales - A multiscale method for Convolution Neural Networks,
Abstract: In this work we establish the relation between optimal control and training
deep Convolution Neural Networks (CNNs). We show that the forward propagation
in CNNs can be interpreted as a time-dependent nonlinear differential e... | [
1,
0,
0,
0,
0,
0
] |
Title: Irregular Oscillatory-Patterns in the Early-Time Region of Coherent Phonon Generation in Silicon,
Abstract: Coherent phonon (CP) generation in an undoped Si crystal is theoretically
investigated to shed light on unexplored quantum-mechanical effects in the
early-time region immediately after the irradiation of u... | [
0,
1,
0,
0,
0,
0
] |
Title: Energy-Efficient Hybrid Stochastic-Binary Neural Networks for Near-Sensor Computing,
Abstract: Recent advances in neural networks (NNs) exhibit unprecedented success at
transforming large, unstructured data streams into compact higher-level
semantic information for tasks such as handwriting recognition, image
cl... | [
1,
0,
0,
0,
0,
0
] |
Title: Strongly correlated double Dirac fermions,
Abstract: Double Dirac fermions have recently been identified as possible
quasiparticles hosted by three-dimensional crystals with particular
non-symmorphic point group symmetries. Applying a combined approach of
ab-initio methods and dynamical mean field theory, we inv... | [
0,
1,
0,
0,
0,
0
] |
Title: A Phase Variable Approach for Improved Volitional and Rhythmic Control of a Powered Knee-Ankle Prosthesis,
Abstract: Although there has been recent progress in control of multi-joint prosthetic
legs for periodic tasks such as walking, volitional control of these systems
for non-periodic maneuvers is still an ope... | [
1,
0,
0,
0,
0,
0
] |
Title: An Observer for an Occluded Reaction-Diffusion System With Spatially Varying Parameters,
Abstract: Spatially dependent parameters of a two-component chaotic reaction-diffusion
PDE model describing ocean ecology are observed by sampling a single species.
We estimate model parameters and the other species in the s... | [
0,
0,
1,
0,
0,
0
] |
Title: Human-in-the-Loop SLAM,
Abstract: Building large-scale, globally consistent maps is a challenging problem, made
more difficult in environments with limited access, sparse features, or when
using data collected by novice users. For such scenarios, where
state-of-the-art mapping algorithms produce globally inconsi... | [
1,
0,
0,
0,
0,
0
] |
Title: On Least Squares Linear Regression Without Second Moment,
Abstract: If X and Y are real valued random variables such that the first moments of X,
Y, and XY exist and the conditional expectation of Y given X is an affine
function of X, then the intercept and slope of the conditional expectation
equal the intercep... | [
0,
0,
1,
1,
0,
0
] |
Title: Reducing asynchrony to synchronized rounds,
Abstract: Synchronous computation models simplify the design and the verification of
fault-tolerant distributed systems. For efficiency reasons such systems are
designed and implemented using an asynchronous semantics. In this paper, we
bridge the gap between these two... | [
1,
0,
0,
0,
0,
0
] |
Title: Numerical simulation of oxidation processes in a cross-flow around tube bundles,
Abstract: An oxidation process is simulated for a bundle of metal tubes in a
cross-flow. A fluid flow is governed by the incompressible Navier-Stokes
equations. To describe the transport of oxygen, the corresponding
convection-diffu... | [
1,
1,
0,
0,
0,
0
] |
Title: Design and optimization of a portable LQCD Monte Carlo code using OpenACC,
Abstract: The present panorama of HPC architectures is extremely heterogeneous, ranging
from traditional multi-core CPU processors, supporting a wide class of
applications but delivering moderate computing performance, to many-core GPUs,
... | [
0,
1,
0,
0,
0,
0
] |
Title: NodeTrix Planarity Testing with Small Clusters,
Abstract: We study the NodeTrix planarity testing problem for flat clustered graphs
when the maximum size of each cluster is bounded by a constant $k$. We consider
both the case when the sides of the matrices to which the edges are incident
are fixed and the case w... | [
1,
0,
0,
0,
0,
0
] |
Title: Some estimates for $θ$-type Calderón-Zygmund operators and linear commutators on certain weighted amalgam spaces,
Abstract: In this paper, we first introduce some new kinds of weighted amalgam spaces.
Then we discuss the strong type and weak type estimates for a class of
Calderón--Zygmund type operators $T_\thet... | [
0,
0,
1,
0,
0,
0
] |
Title: A Cluster Elastic Net for Multivariate Regression,
Abstract: We propose a method for estimating coefficients in multivariate regression
when there is a clustering structure to the response variables. The proposed
method includes a fusion penalty, to shrink the difference in fitted values
from responses in the sa... | [
0,
0,
0,
1,
0,
0
] |
Title: Achieving robust and high-fidelity quantum control via spectral phase optimization,
Abstract: Achieving high-fidelity control of quantum systems is of fundamental
importance in physics, chemistry and quantum information sciences. However, the
successful implementation of a high-fidelity quantum control scheme al... | [
0,
1,
0,
0,
0,
0
] |
Title: Help Me Find a Job: A Graph-based Approach for Job Recommendation at Scale,
Abstract: Online job boards are one of the central components of modern recruitment
industry. With millions of candidates browsing through job postings everyday,
the need for accurate, effective, meaningful, and transparent job
recommend... | [
1,
0,
0,
0,
0,
0
] |
Title: Glitch Classification and Clustering for LIGO with Deep Transfer Learning,
Abstract: The detection of gravitational waves with LIGO and Virgo requires a detailed
understanding of the response of these instruments in the presence of
environmental and instrumental noise. Of particular interest is the study of
anom... | [
1,
1,
0,
1,
0,
0
] |
Title: Provable Smoothness Guarantees for Black-Box Variational Inference,
Abstract: Black-box variational inference tries to approximate a complex target
distribution though a gradient-based optimization of the parameters of a
simpler distribution. Provable convergence guarantees require structural
properties of the o... | [
1,
0,
0,
1,
0,
0
] |
Title: Label Sanitization against Label Flipping Poisoning Attacks,
Abstract: Many machine learning systems rely on data collected in the wild from
untrusted sources, exposing the learning algorithms to data poisoning.
Attackers can inject malicious data in the training dataset to subvert the
learning process, compromi... | [
0,
0,
0,
1,
0,
0
] |
Title: DeepCCI: End-to-end Deep Learning for Chemical-Chemical Interaction Prediction,
Abstract: Chemical-chemical interaction (CCI) plays a key role in predicting candidate
drugs, toxicity, therapeutic effects, and biological functions. In various
types of chemical analyses, computational approaches are often required... | [
1,
0,
0,
0,
0,
0
] |
Title: On a family of Caldero-Chapoton algebras that have the Laurent phenomenon,
Abstract: We realize a family of generalized cluster algebras as Caldero-Chapoton
algebras of quivers with relations. Each member of this family arises from an
unpunctured polygon with one orbifold point of order 3, and is realized as a
C... | [
0,
0,
1,
0,
0,
0
] |
Title: Ricean K-factor Estimation based on Channel Quality Indicator in OFDM Systems using Neural Network,
Abstract: Ricean channel model is widely used in wireless communications to
characterize the channels with a line-of-sight path. The Ricean K factor,
defined as the ratio of direct path and scattered paths, provid... | [
0,
0,
0,
1,
0,
0
] |
Title: Augmented lagrangian two-stage algorithm for LP and SCQP,
Abstract: In this paper, we consider a framework of projected gradient iterations for
linear programming (LP) and an augmented lagrangian two-stage algorithm for
strongly convex quadratic programming (SCQP). Based on the framework of
projected gradient, L... | [
0,
0,
1,
0,
0,
0
] |
Title: Exact relations between homoclinic and periodic orbit actions in chaotic systems,
Abstract: Homoclinic and unstable periodic orbits in chaotic systems play central roles
in various semiclassical sum rules. The interferences between terms are
governed by the action functions and Maslov indices. In this article, w... | [
0,
1,
0,
0,
0,
0
] |
Title: A spectral approach to transit timing variations,
Abstract: The high planetary multiplicity revealed by Kepler implies that Transit Time
Variations (TTVs) are intrinsically common. The usual procedure for detecting
these TTVs is biased to long-period, deep transit planets whereas most
transiting planets have sho... | [
0,
1,
0,
0,
0,
0
] |
Title: Distinct dynamical behavior in random and all-to-all neuronal networks,
Abstract: Neuronal network dynamics depends on network structure. It is often assumed
that neurons are connected at random when their actual connectivity structure
is unknown. Such models are then often approximated by replacing the random
n... | [
0,
0,
0,
0,
1,
0
] |
Title: A Note on Band-limited Minorants of an Euclidean Ball,
Abstract: We study the Beurling-Selberg problem of finding band-limited $L^1$-functions
that lie below the indicator function of an Euclidean ball. We compute the
critical radius of the support of the Fourier transform for which such
construction can have a ... | [
0,
0,
1,
0,
0,
0
] |
Title: From Distance Correlation to Multiscale Graph Correlation,
Abstract: Understanding and developing a correlation measure that can detect general
dependencies is not only imperative to statistics and machine learning, but
also crucial to general scientific discovery in the big data age. In this
paper, we establish... | [
0,
0,
0,
1,
0,
0
] |
Title: Science and Facebook: the same popularity law!,
Abstract: The distribution of scientific citations for publications selected with
different rules (author, topic, institution, country, journal, etc.) collapse
on a single curve if one plots the citations relative to their mean value. We
find that the distribution ... | [
1,
1,
0,
0,
0,
0
] |
Title: Verifying Patterns of Dynamic Architectures using Model Checking,
Abstract: Architecture patterns capture architectural design experience and provide
abstract solutions to recurring architectural design problems. They consist of
a description of component types and restrict component connection and
activation. T... | [
1,
0,
0,
0,
0,
0
] |
Title: Some integrals of hypergeometric functions,
Abstract: We consider a certain definite integral involving the product of two
classical hypergeometric functions having complicated arguments. We show in
this paper the surprising fact that this integral does not depend on the
parameters of the hypergeometric function... | [
0,
0,
1,
0,
0,
0
] |
Title: Posterior contraction rates for support boundary recovery,
Abstract: Given a sample of a Poisson point process with intensity $\lambda_f(x,y) = n
\mathbf{1}(f(x) \leq y),$ we study recovery of the boundary function $f$ from a
nonparametric Bayes perspective. Because of the irregularity of this model, the
analysi... | [
0,
0,
1,
1,
0,
0
] |
Title: A Fast Image Simulation Algorithm for Scanning Transmission Electron Microscopy,
Abstract: Image simulation for scanning transmission electron microscopy at atomic
resolution for samples with realistic dimensions can require very large
computation times using existing simulation algorithms. We present a new
algo... | [
0,
1,
0,
0,
0,
0
] |
Title: X-ray Astronomical Point Sources Recognition Using Granular Binary-tree SVM,
Abstract: The study on point sources in astronomical images is of special importance,
since most energetic celestial objects in the Universe exhibit a point-like
appearance. An approach to recognize the point sources (PS) in the X-ray
a... | [
1,
0,
0,
0,
0,
0
] |
Title: The Bag Semantics of Ontology-Based Data Access,
Abstract: Ontology-based data access (OBDA) is a popular approach for integrating and
querying multiple data sources by means of a shared ontology. The ontology is
linked to the sources using mappings, which assign views over the data to
ontology predicates. Motiv... | [
1,
0,
0,
0,
0,
0
] |
Title: Multilink Communities of Multiplex Networks,
Abstract: Multiplex networks describe a large number of complex social, biological and
transportation networks where a set of nodes is connected by links of different
nature and connotation. Here we uncover the rich community structure of
multiplex networks by associa... | [
1,
1,
0,
0,
0,
0
] |
Title: Deep generative models of genetic variation capture mutation effects,
Abstract: The functions of proteins and RNAs are determined by a myriad of interactions
between their constituent residues, but most quantitative models of how
molecular phenotype depends on genotype must approximate this by simple
additive ef... | [
0,
1,
0,
1,
0,
0
] |
Title: Consistent Rank Logits for Ordinal Regression with Convolutional Neural Networks,
Abstract: While extraordinary progress has been made towards developing neural network
architectures for classification tasks, commonly used loss functions such as
the multi-category cross entropy loss are inadequate for ranking an... | [
1,
0,
0,
1,
0,
0
] |
Title: High-Pressure Synthesis and Characterization of $β$-GeSe - A Semiconductor with Six-Rings in an Uncommon Boat Conformation,
Abstract: Two-dimensional materials have significant potential for the development of
new devices. Here we report the electronic and structural properties of
$\beta$-GeSe, a previously unre... | [
0,
1,
0,
0,
0,
0
] |
Title: Machine Learning for Set-Identified Linear Models,
Abstract: Set-identified models often restrict the number of covariates leading to wide
identified sets in practice. This paper provides estimation and inference
methods for set-identified linear models with high-dimensional covariates where
the model selection ... | [
1,
0,
0,
1,
0,
0
] |
Title: An efficient algorithm to decide periodicity of b-recognisable sets using MSDF convention,
Abstract: Given an integer base $b>1$, a set of integers is represented in base $b$ by
a language over $\{0,1,...,b-1\}$. The set is said to be $b$-recognisable if
its representation is a regular language. It is known that... | [
1,
0,
0,
0,
0,
0
] |
Title: An efficient distribution method for nonlinear two-phase flow in highly heterogeneous multidimensional stochastic porous media,
Abstract: In the context of stochastic two-phase flow in porous media, we introduce a
novel and efficient method to estimate the probability distribution of the
wetting saturation field... | [
0,
1,
0,
0,
0,
0
] |
Title: Multi-Kernel LS-SVM Based Bio-Clinical Data Integration: Applications to Ovarian Cancer,
Abstract: The medical research facilitates to acquire a diverse type of data from the
same individual for particular cancer. Recent studies show that utilizing such
diverse data results in more accurate predictions. The majo... | [
0,
0,
0,
1,
0,
0
] |
Title: The universal property of derived geometry,
Abstract: Derived geometry can be defined as the universal way to adjoin finite
homotopical limits to a given category of manifolds compatibly with products
and glueing. The point of this paper is to show that a construction closely
resembling existing approaches to de... | [
0,
0,
1,
0,
0,
0
] |
Title: Rethinking Reprojection: Closing the Loop for Pose-aware ShapeReconstruction from a Single Image,
Abstract: An emerging problem in computer vision is the reconstruction of 3D shape and
pose of an object from a single image. Hitherto, the problem has been addressed
through the application of canonical deep learni... | [
1,
0,
0,
0,
0,
0
] |
Title: Rigid local systems and alternating groups,
Abstract: In earlier work, Katz exhibited some very simple one parameter families of
exponential sums which gave rigid local systems on the affine line in
characteristic p whose geometric (and usually, arithmetic) monodromy groups
were SL(2,q), and he exhibited other s... | [
0,
0,
1,
0,
0,
0
] |
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