text stringlengths 138 2.38k | labels listlengths 6 6 | Predictions listlengths 1 3 |
|---|---|---|
Title: Super-Isolated Elliptic Curves and Abelian Surfaces in Cryptography,
Abstract: We call a simple abelian variety over $\mathbb{F}_p$ super-isolated if its
($\mathbb{F}_p$-rational) isogeny class contains no other varieties. The
motivation for considering these varieties comes from concerns about isogeny
based att... | [
1,
0,
1,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Long Short-Term Memory (LSTM) networks with jet constituents for boosted top tagging at the LHC,
Abstract: Multivariate techniques based on engineered features have found wide adoption
in the identification of jets resulting from hadronic top decays at the Large
Hadron Collider (LHC). Recent Deep Learning develo... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Physics"
] |
Title: On Hoffman's conjectural identity,
Abstract: In this paper, we shall prove the equality \[
\zeta(3,\{2\}^{n},1,2)=\zeta(\{2\}^{n+3})+2\zeta(3,3,\{2\}^{n}) \] conjectured
by Hoffman using certain identities among iterated integrals on
$\mathbb{P}^{1}\setminus\{0,1,\infty,z\}$. | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Estimate Sequences for Stochastic Composite Optimization: Variance Reduction, Acceleration, and Robustness to Noise,
Abstract: In this paper, we propose a unified view of gradient-based algorithms for
stochastic convex composite optimization. By extending the concept of estimate
sequence introduced by Nesterov, ... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Mathematics",
"Statistics"
] |
Title: Passive Compliance Control of Aerial Manipulators,
Abstract: This paper presents a passive compliance control for aerial manipulators to
achieve stable environmental interactions. The main challenge is the absence of
actuation along body-planar directions of the aerial vehicle which might be
required during the ... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Physics"
] |
Title: The phase retrieval problem for solutions of the Helmholtz equation,
Abstract: In this paper we consider the phase retrieval problem for Herglotz functions,
that is, solutions of the Helmholtz equation $\Delta u+\lambda^2u=0$ on domains
$\Omega\subset\mathbb{R}^d$, $d\geq2$. In dimension $d=2$, if $u,v$ are two
... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics",
"Physics"
] |
Title: Knowledge Discovery from Layered Neural Networks based on Non-negative Task Decomposition,
Abstract: Interpretability has become an important issue in the machine learning field,
along with the success of layered neural networks in various practical tasks.
Since a trained layered neural network consists of a com... | [
0,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Deconfined quantum critical points: symmetries and dualities,
Abstract: The deconfined quantum critical point (QCP), separating the Néel and
valence bond solid phases in a 2D antiferromagnet, was proposed as an example
of $2+1$D criticality fundamentally different from standard
Landau-Ginzburg-Wilson-Fisher {cri... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Link Before You Share: Managing Privacy Policies through Blockchain,
Abstract: With the advent of numerous online content providers, utilities and
applications, each with their own specific version of privacy policies and its
associated overhead, it is becoming increasingly difficult for concerned users
to manag... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Quantitative Finance"
] |
Title: Convergence Results for Neural Networks via Electrodynamics,
Abstract: We study whether a depth two neural network can learn another depth two
network using gradient descent. Assuming a linear output node, we show that the
question of whether gradient descent converges to the target function is
equivalent to the... | [
1,
1,
0,
0,
0,
0
] | [
"Computer Science",
"Mathematics",
"Physics"
] |
Title: Nonparametric relative error estimation of the regression function for censored data,
Abstract: Let $ (T_i)_i$ be a sequence of independent identically distributed (i.i.d.)
random variables (r.v.) of interest distributed as $ T$ and $(X_i)_i$ be a
corresponding vector of covariates taking values on $ \mathbb{R}^... | [
0,
0,
1,
1,
0,
0
] | [
"Statistics",
"Mathematics"
] |
Title: Towards Probabilistic Formal Modeling of Robotic Cell Injection Systems,
Abstract: Cell injection is a technique in the domain of biological cell
micro-manipulation for the delivery of small volumes of samples into the
suspended or adherent cells. It has been widely applied in various areas, such
as gene injecti... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Quantitative Biology"
] |
Title: Microservices: Granularity vs. Performance,
Abstract: Microservice Architectures (MA) have the potential to increase the agility of
software development. In an era where businesses require software applications
to evolve to support software emerging requirements, particularly for Internet
of Things (IoT) applica... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science"
] |
Title: Synthesis of Highly Anisotropic Semiconducting GaTe Nanomaterials and Emerging Properties Enabled by Epitaxy,
Abstract: Pseudo-one dimensional (pseudo-1D) materials are a new-class of materials
where atoms are arranged in chain like structures in two-dimensions (2D).
Examples include recently discovered black ph... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Projection Free Rank-Drop Steps,
Abstract: The Frank-Wolfe (FW) algorithm has been widely used in solving nuclear norm
constrained problems, since it does not require projections. However, FW often
yields high rank intermediate iterates, which can be very expensive in time and
space costs for large problems. To ... | [
0,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Doubly autoparallel structure on the probability simplex,
Abstract: On the probability simplex, we can consider the standard information
geometric structure with the e- and m-affine connections mutually dual with
respect to the Fisher metric. The geometry naturally defines submanifolds
simultaneously autoparalle... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics",
"Statistics"
] |
Title: Maximum a Posteriori Joint State Path and Parameter Estimation in Stochastic Differential Equations,
Abstract: A wide variety of phenomena of engineering and scientific interest are of a
continuous-time nature and can be modeled by stochastic differential equations
(SDEs), which represent the evolution of the un... | [
0,
0,
1,
1,
0,
0
] | [
"Mathematics",
"Statistics"
] |
Title: Spreading of an infectious disease between different locations,
Abstract: The endogenous adaptation of agents, that may adjust their local contact
network in response to the risk of being infected, can have the perverse effect
of increasing the overall systemic infectiveness of a disease. We study a
dynamical mo... | [
0,
0,
0,
0,
0,
1
] | [
"Quantitative Biology",
"Statistics"
] |
Title: Iterative Machine Teaching,
Abstract: In this paper, we consider the problem of machine teaching, the inverse
problem of machine learning. Different from traditional machine teaching which
views the learners as batch algorithms, we study a new paradigm where the
learner uses an iterative algorithm and a teacher ... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Optimization by gradient boosting,
Abstract: Gradient boosting is a state-of-the-art prediction technique that
sequentially produces a model in the form of linear combinations of simple
predictors---typically decision trees---by solving an infinite-dimensional
convex optimization problem. We provide in the prese... | [
1,
0,
1,
1,
0,
0
] | [
"Computer Science",
"Statistics",
"Mathematics"
] |
Title: From Curves to Tropical Jacobians and Back,
Abstract: Given a curve defined over an algebraically closed field which is complete
with respect to a nontrivial valuation, we study its tropical Jacobian. This is
done by first tropicalizing the curve, and then computing the Jacobian of the
resulting weighted metric ... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Asymptotics and Optimal Bandwidth Selection for Nonparametric Estimation of Density Level Sets,
Abstract: Bandwidth selection is crucial in the kernel estimation of density level
sets. Risk based on the symmetric difference between the estimated and true
level sets is usually used to measure their proximity. In ... | [
0,
0,
1,
1,
0,
0
] | [
"Statistics",
"Mathematics"
] |
Title: A Graph Analytics Framework for Ranking Authors, Papers and Venues,
Abstract: A lot of scientific works are published in different areas of science,
technology, engineering and mathematics. It is not easy, even for experts, to
judge the quality of authors, papers and venues (conferences and journals). An
objecti... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Gradient Sensing via Cell Communication,
Abstract: The chemotactic dynamics of cells and organisms that have no specialized
gradient sensing organelles is not well understood. In fact, chemotaxis of this
sort of organism is especially challenging to explain when the external
chemical gradient is so small as to m... | [
0,
0,
0,
0,
1,
0
] | [
"Quantitative Biology"
] |
Title: Nichols Algebras and Quantum Principal Bundles,
Abstract: A general procedure for constructing Yetter-Drinfeld modules from quantum
principal bundles is introduced. As an application a Yetter-Drinfeld structure
is put on the cotangent space of the Heckenberger-Kolb calculi of the quantum
Grassmannians. For the s... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics",
"Physics"
] |
Title: Inference of signals with unknown correlation structure from nonlinear measurements,
Abstract: We present a method to reconstruct autocorrelated signals together with their
autocorrelation structure from nonlinear, noisy measurements for arbitrary
monotonous nonlinear instrument response. In the presented formul... | [
0,
1,
0,
1,
0,
0
] | [
"Statistics",
"Mathematics"
] |
Title: Optical and structural study of the pressure-induced phase transition of CdWO$_4$,
Abstract: The optical absorption of CdWO$_4$ is reported at high pressures up to 23
GPa. The onset of a phase transition was detected at 19.5 GPa, in good
agreement with a previous Raman spectroscopy study. The crystal structure o... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Learning Context-Sensitive Convolutional Filters for Text Processing,
Abstract: Convolutional neural networks (CNNs) have recently emerged as a popular
building block for natural language processing (NLP). Despite their success,
most existing CNN models employed in NLP share the same learned (and static)
set of ... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science"
] |
Title: Approximate Ranking from Pairwise Comparisons,
Abstract: A common problem in machine learning is to rank a set of n items based on
pairwise comparisons. Here ranking refers to partitioning the items into sets
of pre-specified sizes according to their scores, which includes identification
of the top-k items as th... | [
0,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: On Recoverable and Two-Stage Robust Selection Problems with Budgeted Uncertainty,
Abstract: In this paper the problem of selecting $p$ out of $n$ available items is
discussed, such that their total cost is minimized. We assume that costs are
not known exactly, but stem from a set of possible outcomes.
Robust rec... | [
1,
0,
1,
0,
0,
0
] | [
"Mathematics",
"Computer Science"
] |
Title: The homotopy Lie algebra of symplectomorphism groups of 3-fold blow-ups of $(S^2 \times S^2, σ_{std} \oplus σ_{std}) $,
Abstract: We consider the 3-point blow-up of the manifold $ (S^2 \times S^2, \sigma
\oplus \sigma)$ where $\sigma$ is the standard symplectic form which gives area
1 to the sphere $S^2$, and st... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics",
"Physics"
] |
Title: Linguistic Matrix Theory,
Abstract: Recent research in computational linguistics has developed algorithms which
associate matrices with adjectives and verbs, based on the distribution of
words in a corpus of text. These matrices are linear operators on a vector
space of context words. They are used to construct ... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Mathematics",
"Statistics"
] |
Title: Fast Spectral Clustering Using Autoencoders and Landmarks,
Abstract: In this paper, we introduce an algorithm for performing spectral clustering
efficiently. Spectral clustering is a powerful clustering algorithm that
suffers from high computational complexity, due to eigen decomposition. In this
work, we first ... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Gate-controlled magnonic-assisted switching of magnetization in ferroelectric/ferromagnetic junctions,
Abstract: Interfacing a ferromagnet with a polarized ferroelectric gate generates a
non-uniform, interfacial spin density coupled to the ferroelectric polarization
allowing so for an electric field control of e... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: MUTAN: Multimodal Tucker Fusion for Visual Question Answering,
Abstract: Bilinear models provide an appealing framework for mixing and merging
information in Visual Question Answering (VQA) tasks. They help to learn high
level associations between question meaning and visual concepts in the image,
but they suffe... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Viscosity solutions and the minimal surface system,
Abstract: We give a definition of viscosity solution for the minimal surface system and
prove a version of Allard regularity theorem in this setting. | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Ray-tracing semiclassical low frequency acoustic modeling with local and extended reaction boundaries,
Abstract: The recently introduced acoustic ray-tracing semiclassical (RTS) method is
validated for a set of practically relevant boundary conditions. RTS is a
frequency domain geometrical method which directly ... | [
0,
1,
0,
0,
0,
0
] | [
"Physics",
"Mathematics"
] |
Title: Hierarchical State Abstractions for Decision-Making Problems with Computational Constraints,
Abstract: In this semi-tutorial paper, we first review the information-theoretic
approach to account for the computational costs incurred during the search for
optimal actions in a sequential decision-making problem. The... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: The content correlation of multiple streaming edges,
Abstract: We study how to detect clusters in a graph defined by a stream of edges,
without storing the entire graph. We extend the approach to dynamic graphs
defined by the most recent edges of the stream and to several streams. The {\em
content correlation }o... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Precision Prediction for the Cosmological Density Distribution,
Abstract: The distribution of matter in the universe is, to first order, lognormal.
Improving this approximation requires characterization of the third moment
(skewness) of the log density field. Thus, using Millennium Simulation
phenomenology and b... | [
0,
1,
0,
0,
0,
0
] | [
"Physics",
"Mathematics"
] |
Title: Towards Arbitrary Noise Augmentation - Deep Learning for Sampling from Arbitrary Probability Distributions,
Abstract: Accurate noise modelling is important for training of deep learning
reconstruction algorithms. While noise models are well known for traditional
imaging techniques, the noise distribution of a no... | [
0,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Computing the Lusztig--Vogan Bijection,
Abstract: Let $G$ be a connected complex reductive algebraic group with Lie algebra
$\mathfrak{g}$. The Lusztig--Vogan bijection relates two bases for the bounded
derived category of $G$-equivariant coherent sheaves on the nilpotent cone
$\mathcal{N}$ of $\mathfrak{g}$. On... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Divide and Conquer: Variable Set Separation in Hybrid Systems Reachability Analysis,
Abstract: In this paper we propose an improvement for flowpipe-construction-based
reachability analysis techniques for hybrid systems. Such methods apply
iterative successor computations to pave the reachable region of the state... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Hierarchy of Information Scrambling, Thermalization, and Hydrodynamic Flow in Graphene,
Abstract: We determine the information scrambling rate $\lambda_{L}$ due to
electron-electron Coulomb interaction in graphene. $\lambda_{L}$ characterizes
the growth of chaos and has been argued to give information about the
... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Neural Collaborative Autoencoder,
Abstract: In recent years, deep neural networks have yielded state-of-the-art
performance on several tasks. Although some recent works have focused on
combining deep learning with recommendation, we highlight three issues of
existing models. First, these models cannot work on bo... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Pentavalent symmetric graphs of order four times an odd square-free integer,
Abstract: A graph is said to be symmetric if its automorphism group is transitive on
its arcs. Guo et al. (Electronic J. Combin. 18, \#P233, 2011) and Pan et al.
(Electronic J. Combin. 20, \#P36, 2013) determined all pentavalent symmetr... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Implementing implicit OpenMP data sharing on GPUs,
Abstract: OpenMP is a shared memory programming model which supports the offloading of
target regions to accelerators such as NVIDIA GPUs. The implementation in
Clang/LLVM aims to deliver a generic GPU compilation toolchain that supports
both the native CUDA C/C... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science"
] |
Title: Real-Time Impulse Noise Removal from MR Images for Radiosurgery Applications,
Abstract: In the recent years image processing techniques are used as a tool to improve
detection and diagnostic capabilities in the medical applications. Medical
applications have been so much affected by these techniques which some o... | [
1,
1,
0,
0,
0,
0
] | [
"Computer Science",
"Quantitative Biology"
] |
Title: Randomized CP Tensor Decomposition,
Abstract: The CANDECOMP/PARAFAC (CP) tensor decomposition is a popular
dimensionality-reduction method for multiway data. Dimensionality reduction is
often sought since many high-dimensional tensors have low intrinsic rank
relative to the dimension of the ambient measurement s... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Mathematics",
"Statistics"
] |
Title: Adversarial Attacks on Node Embeddings,
Abstract: The goal of network representation learning is to learn low-dimensional node
embeddings that capture the graph structure and are useful for solving
downstream tasks. However, despite the proliferation of such methods there is
currently no study of their robustnes... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Dimensionality-strain phase diagram of strontium iridates,
Abstract: The competition between spin-orbit coupling, bandwidth ($W$) and
electron-electron interaction ($U$) makes iridates highly susceptible to small
external perturbations, which can trigger the onset of novel types of
electronic and magnetic states... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: SGDLibrary: A MATLAB library for stochastic gradient descent algorithms,
Abstract: We consider the problem of finding the minimizer of a function $f:
\mathbb{R}^d \rightarrow \mathbb{R}$ of the finite-sum form $\min f(w) =
1/n\sum_{i}^n f_i(w)$. This problem has been studied intensively in recent
years in the fi... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Mathematics",
"Statistics"
] |
Title: Optimization, fast and slow: optimally switching between local and Bayesian optimization,
Abstract: We develop the first Bayesian Optimization algorithm, BLOSSOM, which selects
between multiple alternative acquisition functions and traditional local
optimization at each step. This is combined with a novel stoppi... | [
0,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Optimization of exposure time division for wide field observations,
Abstract: The optical observations of wide fields of view encounter the problem of
selection of best exposure time. As there are usually plenty of objects
observed simultaneously, the quality of photometry of the brightest ones is
always better ... | [
0,
1,
0,
0,
0,
0
] | [
"Physics",
"Mathematics"
] |
Title: DNN-Buddies: A Deep Neural Network-Based Estimation Metric for the Jigsaw Puzzle Problem,
Abstract: This paper introduces the first deep neural network-based estimation metric
for the jigsaw puzzle problem. Given two puzzle piece edges, the neural network
predicts whether or not they should be adjacent in the co... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science"
] |
Title: Attack Analysis for Distributed Control Systems: An Internal Model Principle Approach,
Abstract: Although adverse effects of attacks have been acknowledged in many
cyber-physical systems, there is no system-theoretic comprehension of how a
compromised agent can leverage communication capabilities to maximize the... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Physics"
] |
Title: See the Near Future: A Short-Term Predictive Methodology to Traffic Load in ITS,
Abstract: The Intelligent Transportation System (ITS) targets to a coordinated traffic
system by applying the advanced wireless communication technologies for road
traffic scheduling. Towards an accurate road traffic control, the sh... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Single-Crystal N-polar GaN p-n Diodes by Plasma-Assisted Molecular Beam Epitaxy,
Abstract: N-polar GaN p-n diodes are realized on single-crystal N-polar GaN bulk wafers
by plasma-assisted molecular beam epitaxy growth. The current-voltage
characteristics show high-quality rectification and electroluminescence
ch... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Long-term Blood Pressure Prediction with Deep Recurrent Neural Networks,
Abstract: Existing methods for arterial blood pressure (BP) estimation directly map the
input physiological signals to output BP values without explicitly modeling the
underlying temporal dependencies in BP dynamics. As a result, these mode... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Quantitative Biology"
] |
Title: Fast Rigid 3D Registration Solution: A Simple Method Free of SVD and Eigen-Decomposition,
Abstract: A novel solution is obtained to solve the rigid 3D registration problem,
motivated by previous eigen-decomposition approaches. Different from existing
solvers, the proposed algorithm does not require sophisticated... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Scale relativistic formulation of non-differentiable mechanics II: The Schroedinger picture,
Abstract: This article is the second in a series of two presenting the Scale
Relativistic approach to non-differentiability in mechanics and its relation to
quantum mechanics. Here, we show Schroedinger's equation to be ... | [
0,
1,
0,
0,
0,
0
] | [
"Physics",
"Mathematics"
] |
Title: Manifold learning with bi-stochastic kernels,
Abstract: In this paper we answer the following question: what is the infinitesimal
generator of the diffusion process defined by a kernel that is normalized such
that it is bi-stochastic with respect to a specified measure? More precisely,
under the assumption that ... | [
0,
0,
1,
1,
0,
0
] | [
"Mathematics",
"Statistics",
"Computer Science"
] |
Title: A local search 2.917-approximation algorithm for duo-preservation string mapping,
Abstract: We study the {\em maximum duo-preservation string mapping} ({\sc Max-Duo})
problem, which is the complement of the well studied {\em minimum common string
partition} ({\sc MCSP}) problem. Both problems have applications i... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Using Graphs of Classifiers to Impose Declarative Constraints on Semi-supervised Learning,
Abstract: We propose a general approach to modeling semi-supervised learning (SSL)
algorithms. Specifically, we present a declarative language for modeling both
traditional supervised classification tasks and many SSL heur... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Fabrication of a centimeter-long cavity on a nanofiber for cavity QED,
Abstract: We report the fabrication of a 1.2 cm long cavity directly on a nanofiber
using femtosecond laser ablation. The cavity modes with finesse value in the
range 200-400 can still maintain the transmission between 40-60%, which can
enabl... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Strongly convex stochastic online optimization on a unit simplex with application to the mixing least square regression,
Abstract: In this paper we propose a new approach to obtain mixing least square
regression estimate by means of stochastic online mirror descent in
non-euclidian set-up. | [
0,
0,
1,
0,
0,
0
] | [
"Computer Science",
"Mathematics",
"Statistics"
] |
Title: Unifying DAGs and UGs,
Abstract: We introduce a new class of graphical models that generalizes
Lauritzen-Wermuth-Frydenberg chain graphs by relaxing the semi-directed
acyclity constraint so that only directed cycles are forbidden. Moreover, up to
two edges are allowed between any pair of nodes. Specifically, we ... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Program Completionin the Input Language of GRINGO,
Abstract: We argue that turning a logic program into a set of completed definitions can
be sometimes thought of as the "reverse engineering" process of generating a
set of conditions that could serve as a specification for it. Accordingly, it
may be useful to de... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Numerical modelling of surface water wave interaction with a moving wall,
Abstract: In the present manuscript, we consider the practical problem of wave
interaction with a vertical wall. However, the novelty here consists in the
fact that the wall can move horizontally due to a system of springs. The water
wave ... | [
1,
1,
0,
0,
0,
0
] | [
"Physics",
"Mathematics"
] |
Title: DOPING: Generative Data Augmentation for Unsupervised Anomaly Detection with GAN,
Abstract: Recently, the introduction of the generative adversarial network (GAN) and
its variants has enabled the generation of realistic synthetic samples, which
has been used for enlarging training sets. Previous work primarily f... | [
0,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Conditional Variance Penalties and Domain Shift Robustness,
Abstract: When training a deep network for image classification, one can broadly
distinguish between two types of latent features of images that will drive the
classification. Following the notation of Gong et al. (2016), we can divide
latent features i... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: The First Optical Spectra of Wolf Rayet Stars in M101 Revealed with Gemini/GMOS,
Abstract: Deep narrow-band HST imaging of the iconic spiral galaxy M101 has revealed
over a thousand new Wolf Rayet (WR) candidates. We report spectrographic
confirmation of 10 HeII emission line sources hosting 15 WR stars. We find... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Topics and Label Propagation: Best of Both Worlds for Weakly Supervised Text Classification,
Abstract: We propose a Label Propagation based algorithm for weakly supervised text
classification. We construct a graph where each document is represented by a
node and edge weights represent similarities among the docu... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: The Robot Routing Problem for Collecting Aggregate Stochastic Rewards,
Abstract: We propose a new model for formalizing reward collection problems on graphs
with dynamically generated rewards which may appear and disappear based on a
stochastic model. The *robot routing problem* is modeled as a graph whose nodes... | [
1,
0,
1,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Estimating occupation time functionals,
Abstract: We study the estimation of integral type functionals $\int_{0}^{t}f(X_{r})dr$
for a function $f$ and a $d$-dimensional càdlàg process $X$ with respect to
discrete observations by a Riemann-sum estimator. Based on novel semimartingale
approximations in the Fourier... | [
0,
0,
1,
1,
0,
0
] | [
"Mathematics",
"Statistics"
] |
Title: Feature analysis of multidisciplinary scientific collaboration patterns based on PNAS,
Abstract: The features of collaboration patterns are often considered to be different
from discipline to discipline. Meanwhile, collaborating among disciplines is an
obvious feature emerged in modern scientific research, which... | [
1,
1,
0,
0,
0,
0
] | [
"Statistics",
"Quantitative Biology",
"Physics"
] |
Title: Distinction of representations via Bruhat-Tits buildings of p-adic groups,
Abstract: Introductory and pedagogical treatmeant of the article : P. Broussous
"Distinction of the Steinberg representation", with an appendix by François
Courtès, IMRN 2014, no 11, 3140-3157. To appear in Proceedings of Chaire Jean
Morl... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Deep Learning for Environmentally Robust Speech Recognition: An Overview of Recent Developments,
Abstract: Eliminating the negative effect of non-stationary environmental noise is a
long-standing research topic for automatic speech recognition that stills
remains an important challenge. Data-driven supervised ap... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science"
] |
Title: Random active path model of deep neural networks with diluted binary synapses,
Abstract: Deep learning has become a powerful and popular tool for a variety of machine
learning tasks. However, it is challenging to understand the mechanism of deep
learning from a theoretical perspective. In this work, we propose a... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Super Generalized Central Limit Theorem: Limit distributions for sums of non-identical random variables with power-laws,
Abstract: In nature or societies, the power-law is present ubiquitously, and then it is
important to investigate the mathematical characteristics of power-laws in the
recent era of big data. I... | [
0,
0,
1,
1,
0,
0
] | [
"Mathematics",
"Statistics",
"Quantitative Finance"
] |
Title: Malaria Likelihood Prediction By Effectively Surveying Households Using Deep Reinforcement Learning,
Abstract: We build a deep reinforcement learning (RL) agent that can predict the
likelihood of an individual testing positive for malaria by asking questions
about their household. The RL agent learns to determin... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics",
"Quantitative Biology"
] |
Title: A proof of the Muir-Suffridge conjecture for convex maps of the unit ball in $\mathbb C^n$,
Abstract: We prove (and improve) the Muir-Suffridge conjecture for holomorphic convex
maps. Namely, let $F:\mathbb B^n\to \mathbb C^n$ be a univalent map from the
unit ball whose image $D$ is convex. Let $\mathcal S\subse... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Evolution of structure, magnetism and electronic transport in doped pyrochlore iridate Y$_2$Ir$_{2-x}$Ru$_{x}$O$_7$,
Abstract: The interplay between spin-orbit coupling (SOC) and electron correlation
($U$) is considered for many exotic phenomena in iridium oxides. We have
investigated the evolution of structural... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Cieliebak's Invariance Theorem and contact structures via connected sums,
Abstract: We present a strong version of Abouzaid's No-Escape Lemma, which allows
varying contact forms on the boundary and which can be used instead of the
Maximum Principle. Moreover, we give a clarified proof of Cieliebak's
Invariance T... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics",
"Physics"
] |
Title: Gap Acceptance During Lane Changes by Large-Truck Drivers-An Image-Based Analysis,
Abstract: This paper presents an analysis of rearward gap acceptance characteristics of
drivers of large trucks in highway lane change scenarios. The range between the
vehicles was inferred from camera images using the estimated l... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Diversity-Sensitive Conditional Generative Adversarial Networks,
Abstract: We propose a simple yet highly effective method that addresses the
mode-collapse problem in the Conditional Generative Adversarial Network (cGAN).
Although conditional distributions are multi-modal (i.e., having many modes) in
practice, m... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science"
] |
Title: An a Priori Exponential Tail Bound for k-Folds Cross-Validation,
Abstract: We consider a priori generalization bounds developed in terms of
cross-validation estimates and the stability of learners. In particular, we
first derive an exponential Efron-Stein type tail inequality for the
concentration of a general f... | [
1,
0,
0,
1,
0,
0
] | [
"Statistics",
"Computer Science"
] |
Title: Dex: Incremental Learning for Complex Environments in Deep Reinforcement Learning,
Abstract: This paper introduces Dex, a reinforcement learning environment toolkit
specialized for training and evaluation of continual learning methods as well
as general reinforcement learning problems. We also present the novel ... | [
1,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: The first order partial differential equations resolved with any derivatives,
Abstract: In this paper we discuss the first order partial differential equations
resolved with any derivatives. At first, we transform the first order partial
differential equation resolved with respect to a time derivative into a sys... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Real Time Collision Detection and Identification for Robotic Manipulators,
Abstract: The majority of everyday tasks involve interacting with unstructured
environments. This implies that, in order for robots to be truly useful they
must be able to handle contacts. This paper explores how a particle filter can
be ... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Physics"
] |
Title: A multiple timescales approach to bridging spiking- and population-level dynamics,
Abstract: A rigorous bridge between spiking-level and macroscopic quantities is an
on-going and well-developed story for asynchronously firing neurons, but focus
has shifted to include neural populations exhibiting varying synchro... | [
0,
0,
0,
0,
1,
0
] | [
"Quantitative Biology",
"Mathematics"
] |
Title: Sentiment Identification in Code-Mixed Social Media Text,
Abstract: Sentiment analysis is the Natural Language Processing (NLP) task dealing with
the detection and classification of sentiments in texts. While some tasks deal
with identifying the presence of sentiment in the text (Subjectivity analysis),
other ta... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Microscopic theory of refractive index applied to metamaterials: Effective current response tensor corresponding to standard relation $n^2 = \varepsilon_{\mathrm{eff}} μ_{\mathrm{eff}}$,
Abstract: In this article, we first derive the wavevector- and frequency-dependent,
microscopic current response tensor which ... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Semidefinite Relaxation-Based Optimization of Multiple-Input Wireless Power Transfer Systems,
Abstract: An optimization procedure for multi-transmitter (MISO) wireless power
transfer (WPT) systems based on tight semidefinite relaxation (SDR) is
presented. This method ensures physical realizability of MISO WPT sy... | [
1,
0,
1,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: Counterfactual Reasoning with Disjunctive Knowledge in a Linear Structural Equation Model,
Abstract: We consider the problem of estimating counterfactual quantities when prior
knowledge is available in the form of disjunctive statements. These include
disjunction of conditions (e.g., "the patient is more than 60... | [
0,
0,
0,
1,
0,
0
] | [
"Computer Science",
"Statistics"
] |
Title: Neighborhood selection with application to social networks,
Abstract: The topic of this paper is modeling and analyzing dependence in stochastic
social networks. Using a latent variable block model allows the analysis of
dependence between blocks via the analysis of a latent graphical model. Our
approach to the ... | [
0,
0,
1,
1,
0,
0
] | [
"Statistics",
"Mathematics",
"Computer Science"
] |
Title: Average-radius list-recovery of random linear codes: it really ties the room together,
Abstract: We analyze the list-decodability, and related notions, of random linear
codes. This has been studied extensively before: there are many different
parameter regimes and many different variants. Previous works have use... | [
1,
0,
0,
0,
0,
0
] | [
"Computer Science",
"Mathematics"
] |
Title: From Dirac semimetals to topological phases in three dimensions: a coupled wire construction,
Abstract: Weyl and Dirac (semi)metals in three dimensions have robust gapless
electronic band structures. Their massless single-body energy spectra are
protected by symmetries such as lattice translation, (screw) rotati... | [
0,
1,
0,
0,
0,
0
] | [
"Physics"
] |
Title: Generalization of Special Functions and its Applications to Multiplicative and Ordinary Fractional Derivatives,
Abstract: The goal of this paper is to extend the classical and multiplicative
fractional derivatives. For this purpose, it is introduced the new extended
modified Bessel function and also given an imp... | [
0,
0,
1,
0,
0,
0
] | [
"Mathematics"
] |
Title: Adaptive clustering procedure for continuous gravitational wave searches,
Abstract: In hierarchical searches for continuous gravitational waves, clustering of
candidates is an important postprocessing step because it reduces the number of
noise candidates that are followed-up at successive stages [1][7][12]. Pre... | [
0,
1,
1,
0,
0,
0
] | [
"Physics",
"Statistics"
] |
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