text stringlengths 138 2.38k | labels listlengths 6 6 | Predictions listlengths 1 3 |
|---|---|---|
Title: DeepTriangle: A Deep Learning Approach to Loss Reserving,
Abstract: We propose a novel approach for loss reserving based on deep neural networks.
The approach allows for jointly modeling of paid losses and claims outstanding,
and incorporation of heterogenous inputs. We validate the models on loss
reserving data... | [
0,
0,
0,
1,
0,
1
] | [
"Computer Science",
"Quantitative Finance"
] |
Title: Using High-Rising Cities to Visualize Performance in Real-Time,
Abstract: For developers concerned with a performance drop or improvement in their
software, a profiler allows a developer to quickly search and identify
bottlenecks and leaks that consume much execution time. Non real-time profilers
analyze the his... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science"
] |
Title: Fast Stochastic Variance Reduced Gradient Method with Momentum Acceleration for Machine Learning,
Abstract: Recently, research on accelerated stochastic gradient descent methods (e.g.,
SVRG) has made exciting progress (e.g., linear convergence for strongly convex
problems). However, the best-known methods (e.g.,... | [
1,
0,
1,
1,
0,
0
] | [
"Computer Science",
"Mathematics",
"Statistics"
] |
Title: A vertex-weighted-Least-Squares gradient reconstruction,
Abstract: Gradient reconstruction is a key process for the spatial accuracy and
robustness of finite volume method, especially in industrial aerodynamic
applications in which grid quality affects reconstruction methods
significantly. A novel gradient recon... | [
0,
1,
0,
0,
0,
0
] | [
"Mathematics",
"Physics",
"Computer Science"
] |
Title: The reverse mathematics of theorems of Jordan and Lebesgue,
Abstract: The Jordan decomposition theorem states that every function $f \colon [0,1]
\to \mathbb{R}$ of bounded variation can be written as the difference of two
non-decreasing functions. Combining this fact with a result of Lebesgue, every
function of... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Superdensity Operators for Spacetime Quantum Mechanics,
Abstract: We introduce superdensity operators as a tool for analyzing quantum
information in spacetime. Superdensity operators encode spacetime correlation
functions in an operator framework, and support a natural generalization of
Hilbert space techniques ... | [
0,
1,
0,
0,
0,
0
] | [
"Physics",
"Computer Science"
] |
Title: CUSBoost: Cluster-based Under-sampling with Boosting for Imbalanced Classification,
Abstract: Class imbalance classification is a challenging research problem in data
mining and machine learning, as most of the real-life datasets are often
imbalanced in nature. Existing learning algorithms maximise the classific... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Finding events in temporal networks: Segmentation meets densest-subgraph discovery,
Abstract: In this paper we study the problem of discovering a timeline of events in a
temporal network. We model events as dense subgraphs that occur within
intervals of network activity. We formulate the event-discovery task as ... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Effects of geometrical frustration on ferromagnetism in the Hubbard model on the Shastry-Sutherland lattice,
Abstract: The small-cluster exact-diagonalization calculations and the projector
quantum Monte Carlo method are used to examine the competing effects of
geometrical frustration and interaction on ferromag... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Heteroclinic traveling fronts for a generalized Fisher-Burgers equation with saturating diffusion,
Abstract: We study the existence of monotone heteroclinic traveling waves for a general
Fisher-Burgers equation with nonlinear and possibly density-dependent
diffusion. Such a model arises, for instance, in physica... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics",
"Physics"
] |
Title: A Capsule based Approach for Polyphonic Sound Event Detection,
Abstract: Polyphonic sound event detection (polyphonic SED) is an interesting but
challenging task due to the concurrence of multiple sound events. Recently, SED
methods based on convolutional neural networks (CNN) and recurrent neural
networks (RNN)... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science"
] |
Title: Variable selection in multivariate linear models with high-dimensional covariance matrix estimation,
Abstract: In this paper, we propose a novel variable selection approach in the
framework of multivariate linear models taking into account the dependence that
may exist between the responses. It consists in estim... | [
0,
0,
1,
1,
0,
0
] | [
"Statistics",
"Mathematics"
] |
Title: A Novel Model of Cancer-Induced Peripheral Neuropathy and the Role of TRPA1 in Pain Transduction,
Abstract: Background. Models of cancer-induced neuropathy are designed by injecting
cancer cells near the peripheral nerves. The interference of tissue-resident
immune cells does not allow a direct contact with nerv... | [
0,
0,
0,
0,
1,
0
] | [
"Quantitative Biology"
] |
Title: Stability Enhanced Large-Margin Classifier Selection,
Abstract: Stability is an important aspect of a classification procedure because
unstable predictions can potentially reduce users' trust in a classification
system and also harm the reproducibility of scientific conclusions. The major
goal of our work is to ... | [
0,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Positive Geometries and Canonical Forms,
Abstract: Recent years have seen a surprising connection between the physics of
scattering amplitudes and a class of mathematical objects--the positive
Grassmannian, positive loop Grassmannians, tree and loop Amplituhedra--which
have been loosely referred to as "positive ... | [
0,
0,
1,
0,
0,
0
] | [
"Physics",
"Mathematics"
] |
Title: Spincaloritronic signal generation in non-degenerate Si,
Abstract: Spincaloritronic signal generation due to thermal spin injection and spin
transport is demonstrated in a non-degenerate Si spin valve. The spin-dependent
Seebeck effect is used for the spincaloritronic signal generation, and the
thermal gradient ... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: A Markov Chain Theory Approach to Characterizing the Minimax Optimality of Stochastic Gradient Descent (for Least Squares),
Abstract: This work provides a simplified proof of the statistical minimax optimality
of (iterate averaged) stochastic gradient descent (SGD), for the special case
of least squares. This re... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Mathematics",
"Statistics"
] |
Title: PULSEDYN - A dynamical simulation tool for studying strongly nonlinear chains,
Abstract: We introduce PULSEDYN, a particle dynamics program in $C++$, to solve
many-body nonlinear systems in one dimension. PULSEDYN is designed to make
computing accessible to non-specialists in the field of nonlinear dynamics of
m... | [
0,
1,
0,
0,
0,
0
] | [
"Physics",
"Computer Science"
] |
Title: Stabilization Control of the Differential Mobile Robot Using Lyapunov Function and Extended Kalman Filter,
Abstract: This paper presents the design of a control model to navigate the
differential mobile robot to reach the desired destination from an arbitrary
initial pose. The designed model is divided into two ... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: A family of transformed copulas with singular component,
Abstract: In this paper, we present a family of bivariate copulas by transforming a
given copula function with two increasing functions, named as transformed
copula. One distinctive characteristic of the transformed copula is its
singular component along t... | [
0,
0,
1,
1,
0,
0
] | [
"Mathematics",
"Statistics"
] |
Title: Scalable Importance Tempering and Bayesian Variable Selection,
Abstract: We propose a Monte Carlo algorithm to sample from high-dimensional
probability distributions that combines Markov chain Monte Carlo (MCMC) and
importance sampling. We provide a careful theoretical analysis, including
guarantees on robustnes... | [
0,
0,
0,
1,
0,
0
] | [
"Statistics",
"Mathematics",
"Computer Science"
] |
Title: Boundary feedback stabilization of a flexible wing model under unsteady aerodynamic loads,
Abstract: This paper addresses the boundary stabilization of a flexible wing model,
both in bending and twisting displacements, under unsteady aerodynamic loads,
and in presence of a store. The wing dynamics is captured by... | [
1,
0,
1,
0,
0,
0
] | [
"Mathematics",
"Physics"
] |
Title: Commuting graphs on Coxeter groups, Dynkin diagrams and finite subgroups of $SL(2,\mathbb{C})$,
Abstract: For a group $H$ and a non empty subset $\Gamma\subseteq H$, the commuting
graph $G=\mathcal{C}(H,\Gamma)$ is the graph with $\Gamma$ as the node set and
where any $x,y \in \Gamma$ are joined by an edge if $x... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: TrajectoryNet: An Embedded GPS Trajectory Representation for Point-based Classification Using Recurrent Neural Networks,
Abstract: Understanding and discovering knowledge from GPS (Global Positioning System)
traces of human activities is an essential topic in mobility-based urban
computing. We propose Trajectory... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Proofs of some Propositions of the semi-Intuitionistic Logic with Strong Negation,
Abstract: We offer the proofs that complete our article introducing the propositional
calculus called semi-intuitionistic logic with strong negation. | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics",
"Computer Science"
] |
Title: Entanglement in topological systems,
Abstract: These lecture notes on entanglement in topological systems are part of the
48th IFF Spring School 2017 on Topological Matter: Topological Insulators,
Skyrmions and Majoranas at the Forschungszentrum Juelich, Germany. They cover a
short discussion on topologically or... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Atomic Convolutional Networks for Predicting Protein-Ligand Binding Affinity,
Abstract: Empirical scoring functions based on either molecular force fields or
cheminformatics descriptors are widely used, in conjunction with molecular
docking, during the early stages of drug discovery to predict potency and
bindin... | [
1,
1,
0,
1,
0,
0
] | [
"Computer Science",
"Quantitative Biology"
] |
Title: Notes on relative normalizations of ruled surfaces in the three-dimensional Euclidean space,
Abstract: This paper deals with relative normalizations of skew ruled surfaces in the
Euclidean space $\mathbb{E}^{3}$. In section 2 we investigate some new formulae
concerning the Pick invariant, the relative curvature,... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Ferroelectric control of the giant Rashba spin orbit coupling in GeTe(111)/InP(111) superlattice,
Abstract: GeTe wins the renewed research interest due to its giant bulk Rashba spin
orbit coupling (SOC), and becomes the father of a new multifunctional material,
i.e., ferroelectric Rashba semiconductor. In the pr... | [
0,
1,
0,
0,
0,
0
] | [
"Physics",
"Materials Science"
] |
Title: ForestClaw: A parallel algorithm for patch-based adaptive mesh refinement on a forest of quadtrees,
Abstract: We describe a parallel, adaptive, multi-block algorithm for explicit
integration of time dependent partial differential equations on two-dimensional
Cartesian grids. The grid layout we consider consists ... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Nutritionally recommended food for semi- to strict vegetarian diets based on large-scale nutrient composition data,
Abstract: Diet design for vegetarian health is challenging due to the limited food
repertoire of vegetarians. This challenge can be partially overcome by
quantitative, data-driven approaches that u... | [
1,
0,
0,
0,
1,
0
] | [
"Quantitative Biology",
"Statistics"
] |
Title: Does data interpolation contradict statistical optimality?,
Abstract: We show that learning methods interpolating the training data can achieve
optimal rates for the problems of nonparametric regression and prediction with
square loss. | [
0,
0,
0,
1,
0,
0
] | [
"Statistics",
"Mathematics"
] |
Title: MON: Mission-optimized Overlay Networks,
Abstract: Large organizations often have users in multiple sites which are connected
over the Internet. Since resources are limited, communication between these
sites needs to be carefully orchestrated for the most benefit to the
organization. We present a Mission-optimiz... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science"
] |
Title: Inflationary Primordial Black Holes as All Dark Matter,
Abstract: Following a new microlensing constraint on primordial black holes (PBHs) with
$\sim10^{20}$--$10^{28}\,\mathrm{g}$~[1], we revisit the idea of PBH as all
Dark Matter (DM). We have shown that the updated observational constraints
suggest the viable... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Computational Tools in Weighted Persistent Homology,
Abstract: In this paper, we study further properties and applications of weighted
homology and persistent homology. We introduce the Mayer-Vietoris sequence and
generalized Bockstein spectral sequence for weighted homology. For
applications, we show an algorit... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics",
"Computer Science"
] |
Title: CryptoDL: Deep Neural Networks over Encrypted Data,
Abstract: Machine learning algorithms based on deep neural networks have achieved
remarkable results and are being extensively used in different domains.
However, the machine learning algorithms requires access to raw data which is
often privacy sensitive. To a... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Data-driven modeling of collaboration networks: A cross-domain analysis,
Abstract: We analyze large-scale data sets about collaborations from two different
domains: economics, specifically 22.000 R&D alliances between 14.500 firms, and
science, specifically 300.000 co-authorship relations between 95.000
scientis... | [
1,
1,
0,
0,
0,
0
] | [
"Computer Science",
"Statistics",
"Quantitative Finance"
] |
Title: Tunnelling in Dante's Inferno,
Abstract: We study quantum tunnelling in Dante's Inferno model of large field
inflation. Such a tunnelling process, which will terminate inflation, becomes
problematic if the tunnelling rate is rapid compared to the Hubble time scale
at the time of inflation. Consequently, we const... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: A free energy landscape of the capture of CO2 by frustrated Lewis pairs,
Abstract: Frustrated Lewis pairs (FLPs) are known for its ability to capture CO2.
Although many FLPs have been reported experimentally and several theoretical
studies have been carried out to address the reaction mechanism, the individual
r... | [
0,
1,
0,
0,
0,
0
] | [
"Physics",
"Chemistry"
] |
Title: Synthesizing SystemC Code from Delay Hybrid CSP,
Abstract: Delay is omnipresent in modern control systems, which can prompt oscillations
and may cause deterioration of control performance, invalidate both stability
and safety properties. This implies that safety or stability certificates
obtained on idealized, d... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science"
] |
Title: Analysis of Annual Cyclone Frequencies over Bay of Bengal: Effect of 2004 Indian Ocean Tsunami,
Abstract: This paper discusses the time series trend and variability of the cyclone
frequencies over Bay of Bengal, particularly in order to conclude if there is
any significant difference in the pattern visible befor... | [
0,
0,
0,
1,
0,
0
] | [
"Statistics",
"Quantitative Biology"
] |
Title: Pretest and Stein-Type Estimations in Quantile Regression Model,
Abstract: In this study, we consider preliminary test and shrinkage estimation
strategies for quantile regression models. In classical Least Squares
Estimation (LSE) method, the relationship between the explanatory and explained
variables in the co... | [
0,
0,
1,
1,
0,
0
] | [
"Statistics",
"Mathematics"
] |
Title: Exploiting routinely collected severe case data to monitor and predict influenza outbreaks,
Abstract: Influenza remains a significant burden on health systems. Effective responses
rely on the timely understanding of the magnitude and the evolution of an
outbreak. For monitoring purposes, data on severe cases of ... | [
0,
1,
0,
1,
0,
0
] | [
"Statistics",
"Quantitative Biology"
] |
Title: Progressive Growing of GANs for Improved Quality, Stability, and Variation,
Abstract: We describe a new training methodology for generative adversarial networks.
The key idea is to grow both the generator and discriminator progressively:
starting from a low resolution, we add new layers that model increasingly f... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Implicit Media Tagging and Affect Prediction from video of spontaneous facial expressions, recorded with depth camera,
Abstract: We present a method that automatically evaluates emotional response from
spontaneous facial activity recorded by a depth camera. The automatic
evaluation of emotional response, or affe... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Quantitative Biology"
] |
Title: Modeling Study of Laser Beam Scattering by Defects on Semiconductor Wafers,
Abstract: Accurate modeling of light scattering from nanometer scale defects on Silicon
wafers is critical for enabling increasingly shrinking semiconductor technology
nodes of the future. Yet, such modeling of defect scattering remains ... | [
0,
1,
0,
0,
0,
0
] | [
"Physics",
"Computer Science"
] |
Title: On the Uplink Achievable Rate of Massive MIMO System With Low-Resolution ADC and RF Impairments,
Abstract: This paper considers channel estimation and uplink achievable rate of the
coarsely quantized massive multiple-input multiple-output (MIMO) system with
radio frequency (RF) impairments. We utilize additive q... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Physics"
] |
Title: Arithmetic statistics of modular symbols,
Abstract: Mazur, Rubin, and Stein have recently formulated a series of conjectures
about statistical properties of modular symbols in order to understand central
values of twists of elliptic curve $L$-functions. Two of these conjectures
relate to the asymptotic growth of... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Quantifying the uncertainties in an ensemble of decadal climate predictions,
Abstract: Meaningful climate predictions must be accompanied by their corresponding
range of uncertainty. Quantifying the uncertainties is non-trivial, and
different methods have been suggested and used in the past. Here, we propose a
m... | [
0,
1,
0,
0,
0,
0
] | [
"Statistics",
"Quantitative Biology"
] |
Title: A Learning-Based Framework for Two-Dimensional Vehicle Maneuver Prediction over V2V Networks,
Abstract: Situational awareness in vehicular networks could be substantially improved
utilizing reliable trajectory prediction methods. More precise situational
awareness, in turn, results in notably better performance ... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: A contract-based method to specify stimulus-response requirements,
Abstract: A number of formal methods exist for capturing stimulus-response requirements
in a declarative form. Someone yet needs to translate the resulting declarative
statements into imperative programs. The present article describes a method fo... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science"
] |
Title: On the Diophantine equation $\sum_{j=1}^kjF_j^p=F_n^q$,
Abstract: Let $F_n$ denote the $n^{th}$ term of the Fibonacci sequence. In this paper,
we investigate the Diophantine equation $F_1^p+2F_2^p+\cdots+kF_{k}^p=F_{n}^q$
in the positive integers $k$ and $n$, where $p$ and $q$ are given positive
integers. A comp... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Information Theory of Data Privacy,
Abstract: By combining Shannon's cryptography model with an assumption to the lower
bound of adversaries' uncertainty to the queried dataset, we develop a secure
Bayesian inference-based privacy model and then in some extent answer Dwork et
al.'s question [1]: "why Bayesian ri... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: A combined entropy and utility based generative model for large scale multiple discrete-continuous travel behaviour data,
Abstract: Generative models, either by simple clustering algorithms or deep neural
network architecture, have been developed as a probabilistic estimation method
for dimension reduction or to... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Direct Mapping Hidden Excited State Interaction Patterns from ab initio Dynamics and Its Implications on Force Field Development,
Abstract: The excited states of polyatomic systems are rather complex, and often
exhibit meta-stable dynamical behaviors. Static analysis of reaction pathway
often fails to sufficient... | [
0,
1,
0,
1,
0,
0
] | [
"Physics",
"Chemistry"
] |
Title: Discovery of Intrinsic Quantum Anomalous Hall Effect in Organic Mn-DCA Lattice,
Abstract: The quantum anomalous Hall (QAH) phase is a novel topological state of matter
characterized by a nonzero quantized Hall conductivity without an external
magnetic field. The realizations of QAH effect, however, are experimen... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: On the application of Laguerre's method to the polynomial eigenvalue problem,
Abstract: The polynomial eigenvalue problem arises in many applications and has
received a great deal of attention over the last decade. The use of
root-finding methods to solve the polynomial eigenvalue problem dates back to
the work ... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics",
"Computer Science"
] |
Title: Invariant measures for the actions of the modular group,
Abstract: In this note, we give a nature action of the modular group on the ends of the
infinite (p + 1)-cayley tree, for each prime p. We show that there is a unique
invariant probability measure for each p. | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Winds and radiation in unison: a new semi-analytic feedback model for cloud dissolution,
Abstract: Star clusters interact with the interstellar medium (ISM) in various ways,
most importantly in the destruction of molecular star-forming clouds, resulting
in inefficient star formation on galactic scales. On cloud ... | [
0,
1,
0,
0,
0,
0
] | [
"Physics",
"Quantitative Biology"
] |
Title: Analysis-of-marginal-Tail-Means (ATM): a robust method for discrete black-box optimization,
Abstract: We present a new method, called Analysis-of-marginal-Tail-Means (ATM), for
effective robust optimization of discrete black-box problems. ATM has important
applications to many real-world engineering problems (e.... | [
0,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Learning Instance Segmentation by Interaction,
Abstract: We present an approach for building an active agent that learns to segment
its visual observations into individual objects by interacting with its
environment in a completely self-supervised manner. The agent uses its current
segmentation model to infer pi... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Quantitative Biology"
] |
Title: Generating Representative Executions [Extended Abstract],
Abstract: Analyzing the behaviour of a concurrent program is made difficult by the
number of possible executions. This problem can be alleviated by applying the
theory of Mazurkiewicz traces to focus only on the canonical representatives of
the equivalenc... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Outlier Detection by Consistent Data Selection Method,
Abstract: Often the challenge associated with tasks like fraud and spam detection[1] is
the lack of all likely patterns needed to train suitable supervised learning
models. In order to overcome this limitation, such tasks are attempted as
outlier or anomaly ... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Evidence for Two Hot Jupiter Formation Paths,
Abstract: Disk migration and high-eccentricity migration are two well-studied theories
to explain the formation of hot Jupiters. The former predicts that these
planets can migrate up until the planet-star Roche separation ($a_{Roche}$) and
the latter predicts they wi... | [
0,
1,
0,
0,
0,
0
] | [
"Physics",
"Statistics"
] |
Title: Extensile actomyosin?,
Abstract: Living cells move thanks to assemblies of actin filaments and myosin motors
that range from very organized striated muscle tissue to disordered
intracellular bundles. The mechanisms powering these disordered structures are
debated, and all models studied so far predict that they ... | [
0,
1,
0,
0,
0,
0
] | [
"Quantitative Biology",
"Physics"
] |
Title: Direct Multitype Cardiac Indices Estimation via Joint Representation and Regression Learning,
Abstract: Cardiac indices estimation is of great importance during identification and
diagnosis of cardiac disease in clinical routine. However, estimation of
multitype cardiac indices with consistently reliable and hig... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Quantitative Biology"
] |
Title: Electronic structure of transferred graphene/h-BN van der Waals heterostructures with nonzero stacking angles by nano-ARPES,
Abstract: In van der Waals heterostructures, the periodic potential from the Moiré
superlattice can be used as a control knob to modulate the electronic structure
of the constituent materi... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Robust Regulation of Infinite-Dimensional Port-Hamiltonian Systems,
Abstract: We will give general sufficient conditions under which a controller achieves
robust regulation for a boundary control and observation system. Utilizing
these conditions we construct a minimal order robust controller for an
arbitrary or... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics",
"Physics",
"Computer Science"
] |
Title: Extracting urban impervious surface from GF-1 imagery using one-class classifiers,
Abstract: Impervious surface area is a direct consequence of the urbanization, which
also plays an important role in urban planning and environmental management.
With the rapidly technical development of remote sensing, monitoring... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Robust, Deep and Inductive Anomaly Detection,
Abstract: PCA is a classical statistical technique whose simplicity and maturity has
seen it find widespread use as an anomaly detection technique. However, it is
limited in this regard by being sensitive to gross perturbations of the input,
and by seeking a linear s... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Uniqueness and stability of Ricci flow through singularities,
Abstract: We verify a conjecture of Perelman, which states that there exists a
canonical Ricci flow through singularities starting from an arbitrary compact
Riemannian 3-manifold. Our main result is a uniqueness theorem for such flows,
which, together... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics",
"Physics"
] |
Title: A Markov decision process approach to optimizing cancer therapy using multiple modalities,
Abstract: There are several different modalities, e.g., surgery, chemotherapy, and
radiotherapy, that are currently used to treat cancer. It is common practice to
use a combination of these modalities to maximize clinical ... | [
0,
1,
1,
0,
0,
0
] | [
"Computer Science",
"Mathematics",
"Quantitative Biology"
] |
Title: Complex Contagions with Timers,
Abstract: A great deal of effort has gone into trying to model social influence ---
including the spread of behavior, norms, and ideas --- on networks. Most models
of social influence tend to assume that individuals react to changes in the
states of their neighbors without any tim... | [
1,
1,
0,
0,
0,
0
] | [
"Computer Science",
"Mathematics",
"Statistics"
] |
Title: Random Networks, Graphical Models, and Exchangeability,
Abstract: We study conditional independence relationships for random networks and their
interplay with exchangeability. We show that, for finitely exchangeable network
models, the empirical subgraph densities are maximum likelihood estimates of
their theore... | [
0,
0,
1,
1,
0,
0
] | [
"Statistics",
"Mathematics"
] |
Title: Catching Zika Fever: Application of Crowdsourcing and Machine Learning for Tracking Health Misinformation on Twitter,
Abstract: In February 2016, World Health Organization declared the Zika outbreak a
Public Health Emergency of International Concern. With developing evidence it
can cause birth defects, and the S... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Statistics",
"Quantitative Biology"
] |
Title: Monte Carlo determination of the low-energy constants for a two-dimensional spin-1 Heisenberg model with spatial anisotropy,
Abstract: The low-energy constants, namely the spin stiffness $\rho_s$, the staggered
magnetization density ${\cal M}_s$ per area, and the spinwave velocity $c$ of
the two-dimensional (2D)... | [
0,
1,
0,
0,
0,
0
] | [
"Physics",
"Mathematics"
] |
Title: Accelerating Science with Generative Adversarial Networks: An Application to 3D Particle Showers in Multi-Layer Calorimeters,
Abstract: Physicists at the Large Hadron Collider (LHC) rely on detailed simulations of
particle collisions to build expectations of what experimental data may look
like under different t... | [
0,
0,
0,
1,
0,
0
] | [
"Physics",
"Computer Science"
] |
Title: Symmetric calorons and the rotation map,
Abstract: We study $SU(2)$ calorons, also known as periodic instantons, and consider
invariance under isometries of $S^1\times\mathbb{R}^3$ coupled with a
non-spatial isometry called the rotation map. In particular, we investigate the
fixed points under various cyclic sym... | [
0,
0,
1,
0,
0,
0
] | [
"Physics",
"Mathematics"
] |
Title: FeaStNet: Feature-Steered Graph Convolutions for 3D Shape Analysis,
Abstract: Convolutional neural networks (CNNs) have massively impacted visual
recognition in 2D images, and are now ubiquitous in state-of-the-art
approaches. CNNs do not easily extend, however, to data that are not
represented by regular grids,... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science"
] |
Title: The best fit for the observed galaxy Counts-in-Cell distribution function,
Abstract: The Sloan Digital Sky Survey (SDSS) is the first dense redshift survey
encompassing a volume large enough to find the best analytic probability
density function that fits the galaxy Counts-in-Cells distribution $f_V(N)$,
the fre... | [
0,
1,
0,
0,
0,
0
] | [
"Physics",
"Statistics"
] |
Title: On Improving Deep Reinforcement Learning for POMDPs,
Abstract: Deep Reinforcement Learning (RL) recently emerged as one of the most
competitive approaches for learning in sequential decision making problems with
fully observable environments, e.g., computer Go. However, very little work has
been done in deep RL ... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Semiclassical "Divide-and-Conquer" Method for Spectroscopic Calculations of High Dimensional Molecular Systems,
Abstract: A new semiclassical "divide-and-conquer" method is presented with the aim of
demonstrating that quantum dynamics simulations of high dimensional molecular
systems are doable. The method is fi... | [
0,
1,
0,
0,
0,
0
] | [
"Physics",
"Chemistry"
] |
Title: Yangian Symmetry and Integrability of Planar N=4 Super-Yang-Mills Theory,
Abstract: In this letter we establish Yangian symmetry of planar N=4 super-Yang-Mills
theory. We prove that the classical equations of motion of the model close onto
themselves under the action of Yangian generators. Moreover we propose an... | [
0,
0,
1,
0,
0,
0
] | [
"Physics",
"Mathematics"
] |
Title: Allocation strategies for high fidelity models in the multifidelity regime,
Abstract: We propose a novel approach to allocating resources for expensive simulations
of high fidelity models when used in a multifidelity framework. Allocation
decisions that distribute computational resources across several simulatio... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Mathematics",
"Statistics"
] |
Title: Setting the threshold for high throughput detectors: A mathematical approach for ensembles of dynamic, heterogeneous, probabilistic anomaly detectors,
Abstract: Anomaly detection (AD) has garnered ample attention in security research, as
such algorithms complement existing signature-based methods but promise
det... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics",
"Mathematics"
] |
Title: Assessment of algorithms for computing moist available potential energy,
Abstract: Atmospheric moist available potential energy (MAPE) has been traditionally
defined as the potential energy of a moist atmosphere relative to that of the
adiabatically sorted reference state defining a global potential energy
minim... | [
0,
1,
0,
0,
0,
0
] | [
"Physics",
"Mathematics",
"Computer Science"
] |
Title: Don't Panic! Better, Fewer, Syntax Errors for LR Parsers,
Abstract: Syntax errors are generally easy to fix for humans, but not for parsers, in
general, and LR parsers, in particular. Traditional 'panic mode' error
recovery, though easy to implement and applicable to any grammar, often leads
to a cascading chain... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science"
] |
Title: Deep Energy Estimator Networks,
Abstract: Density estimation is a fundamental problem in statistical learning. This
problem is especially challenging for complex high-dimensional data due to the
curse of dimensionality. A promising solution to this problem is given here in
an inference-free hierarchical framewor... | [
0,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Cross-Entropy Loss and Low-Rank Features Have Responsibility for Adversarial Examples,
Abstract: State-of-the-art neural networks are vulnerable to adversarial examples; they
can easily misclassify inputs that are imperceptibly different than their
training and test data. In this work, we establish that the use ... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Parametrizing modified gravity for cosmological surveys,
Abstract: One of the challenges in testing gravity with cosmology is the vast freedom
opened when extending General Relativity. For linear perturbations, one
solution consists in using the Effective Field Theory of Dark Energy (EFT of
DE). Even then, the t... | [
0,
1,
0,
0,
0,
0
] | [
"Physics",
"Mathematics"
] |
Title: Counterfactuals, indicative conditionals, and negation under uncertainty: Are there cross-cultural differences?,
Abstract: In this paper we study selected argument forms involving counterfactuals and
indicative conditionals under uncertainty. We selected argument forms to
explore whether people with an Eastern c... | [
1,
0,
1,
0,
0,
0
] | [
"Statistics",
"Quantitative Biology"
] |
Title: Two Posets of Noncrossing Partitions Coming From Undesired Parking Spaces,
Abstract: Consider the noncrossing set partitions of an $n$-element set which either do
not contain the block $\{n-1,n\}$, or which do not contain the singleton block
$\{n\}$ whenever $1$ and $n-1$ are in the same block. In this article w... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Local White Matter Architecture Defines Functional Brain Dynamics,
Abstract: Large bundles of myelinated axons, called white matter, anatomically connect
disparate brain regions together and compose the structural core of the human
connectome. We recently proposed a method of measuring the local integrity
along ... | [
0,
0,
0,
1,
1,
0
] | [
"Quantitative Biology",
"Statistics"
] |
Title: Audio to Body Dynamics,
Abstract: We present a method that gets as input an audio of violin or piano playing,
and outputs a video of skeleton predictions which are further used to animate
an avatar. The key idea is to create an animation of an avatar that moves their
hands similarly to how a pianist or violinist... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Quantitative Biology"
] |
Title: Detecting causal associations in large nonlinear time series datasets,
Abstract: Identifying causal relationships from observational time series data is a key
problem in disciplines such as climate science or neuroscience, where
experiments are often not possible. Data-driven causal inference is challenging
sinc... | [
0,
1,
0,
1,
0,
0
] | [
"Statistics",
"Computer Science",
"Quantitative Biology"
] |
Title: Rational approximations to the zeta function,
Abstract: This article describes a sequence of rational functions which converges
locally uniformly to the zeta function. The numerators (and denominators) of
these rational functions can be expressed as characteristic polynomials of
matrices that are on the face of ... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: The COS-Halos Survey: Metallicities in the Low-Redshift Circumgalactic Medium,
Abstract: We analyze new far-ultraviolet spectra of 13 quasars from the z~0.2 COS-Halos
survey that cover the HI Lyman limit of 14 circumgalactic medium (CGM) systems.
These data yield precise estimates or more constraining limits tha... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Towards Bursting Filter Bubble via Contextual Risks and Uncertainties,
Abstract: A rising topic in computational journalism is how to enhance the diversity in
news served to subscribers to foster exploration behavior in news reading.
Despite the success of preference learning in personalized news recommendation,... | [
0,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Nonlinear Loewy Factorizable Algebraic ODEs and Hayman's Conjecture,
Abstract: In this paper, we introduce certain $n$-th order nonlinear Loewy factorizable
algebraic ordinary differential equations for the first time and study the
growth of their meromorphic solutions in terms of the Nevanlinna characteristic
f... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: An Event-based Fast Movement Detection Algorithm for a Positioning Robot Using POWERLINK Communication,
Abstract: This work develops a tracking system based on an event-based camera. A
bioinspired filtering algorithm to reduce noise and transmitted data while
keeping the main features at the scene is implemented... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Physics"
] |
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