text stringlengths 57 2.88k | labels listlengths 6 6 |
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Title: A Novel Partitioning Method for Accelerating the Block Cimmino Algorithm,
Abstract: We propose a novel block-row partitioning method in order to improve the
convergence rate of the block Cimmino algorithm for solving general sparse
linear systems of equations. The convergence rate of the block Cimmino
algorithm ... | [
1,
0,
0,
0,
0,
0
] |
Title: Visualized Insights into the Optimization Landscape of Fully Convolutional Networks,
Abstract: Many image processing tasks involve image-to-image mapping, which can be
addressed well by fully convolutional networks (FCN) without any heavy
preprocessing. Although empirically designing and training FCNs can achiev... | [
1,
0,
0,
1,
0,
0
] |
Title: Exact upper and lower bounds on the misclassification probability,
Abstract: Exact lower and upper bounds on the best possible misclassification
probability for a finite number of classes are obtained in terms of the total
variation norms of the differences between the sub-distributions over the
classes. These b... | [
1,
0,
1,
1,
0,
0
] |
Title: BB-Graph: A Subgraph Isomorphism Algorithm for Efficiently Querying Big Graph Databases,
Abstract: The big graph database model provides strong modeling for complex
applications and efficient querying. However, it is still a big challenge to
find all exact matches of a query graph in a big graph database, which ... | [
1,
0,
0,
0,
0,
0
] |
Title: Analytic solutions of the Madelung equation,
Abstract: We present analytic self-similar solutions for the one, two and three
dimensional Madelung hydrodynamical equation for a free particle. There is a
direct connection between the zeros of the Madelung fluid density and the
magnitude of the quantum potential. | [
0,
0,
1,
0,
0,
0
] |
Title: Unsupervised learning of phase transitions: from principal component analysis to variational autoencoders,
Abstract: We employ unsupervised machine learning techniques to learn latent parameters
which best describe states of the two-dimensional Ising model and the
three-dimensional XY model. These methods range ... | [
1,
0,
0,
1,
0,
0
] |
Title: A novel online scheduling protocol for energy-efficient TWDM-OLT design,
Abstract: Design of energy-efficient access networks has emerged as an important area
of research, since access networks consume $80-90\%$ of the overall Internet
power consumption. TWDM-PON is envisaged to be one of the widely accepted
fut... | [
1,
0,
0,
0,
0,
0
] |
Title: Machines and Algorithms,
Abstract: I discuss the evolution of computer architectures with a focus on QCD and
with reference to the interplay between architecture, engineering, data motion
and algorithms. New architectures are discussed and recent performance results
are displayed. I also review recent progress i... | [
1,
1,
0,
0,
0,
0
] |
Title: Large Margin Learning in Set to Set Similarity Comparison for Person Re-identification,
Abstract: Person re-identification (Re-ID) aims at matching images of the same person
across disjoint camera views, which is a challenging problem in multimedia
analysis, multimedia editing and content-based media retrieval c... | [
1,
0,
0,
1,
0,
0
] |
Title: Scheduling Constraint Based Abstraction Refinement for Multi-Threaded Program Verification,
Abstract: Bounded model checking is among the most efficient techniques for the
automatic verification of concurrent programs. However, encoding all possible
interleavings often requires a huge and complex formula, which ... | [
1,
0,
0,
0,
0,
0
] |
Title: The braid group for a quiver with superpotential,
Abstract: We survey and compare various generalizations of braid groups for quivers
with superpotential and focus on the cluster braid groups, which are introduced
in a joint work with A.~King. Our motivations come from the study of cluster
algebras, Calabi-Yau c... | [
0,
0,
1,
0,
0,
0
] |
Title: The infinitesimal characters of discrete series for real spherical spaces,
Abstract: Let $Z=G/H$ be the homogeneous space of a real reductive group and a
unimodular real spherical subgroup, and consider the regular representation of
$G$ on $L^2(Z)$. It is shown that all representations of the discrete series,
th... | [
0,
0,
1,
0,
0,
0
] |
Title: Coincidence point results involving a generalized class of simulation functions,
Abstract: The purpose of this work is to introduce a general class of $C_G$-simulation
functions and obtained some new coincidence and common fixed points results in
metric spaces. Some useful examples are presented to illustrate ou... | [
0,
0,
1,
0,
0,
0
] |
Title: A Simulated Cyberattack on Twitter: Assessing Partisan Vulnerability to Spear Phishing and Disinformation ahead of the 2018 U.S. Midterm Elections,
Abstract: State-sponsored "bad actors" increasingly weaponize social media platforms to
launch cyberattacks and disinformation campaigns during elections. Social med... | [
1,
0,
0,
0,
0,
0
] |
Title: Asteroid mass estimation using Markov-chain Monte Carlo,
Abstract: Estimates for asteroid masses are based on their gravitational perturbations
on the orbits of other objects such as Mars, spacecraft, or other asteroids
and/or their satellites. In the case of asteroid-asteroid perturbations, this
leads to an inv... | [
0,
1,
0,
0,
0,
0
] |
Title: Asymptotic Properties of the Maximum Likelihood Estimator in Regime Switching Econometric Models,
Abstract: Markov regime switching models have been widely used in numerous empirical
applications in economics and finance. However, the asymptotic distribution of
the maximum likelihood estimator (MLE) has not been... | [
0,
0,
1,
1,
0,
0
] |
Title: Fleet management for autonomous vehicles: Online PDP under special constraints,
Abstract: The VIPAFLEET project consists in developing models and algorithms for man-
aging a fleet of Individual Public Autonomous Vehicles (VIPA). Hereby, we
consider a fleet of cars distributed at specified stations in an industri... | [
1,
0,
0,
0,
0,
0
] |
Title: Bayesian Model Selection for Misspecified Models in Linear Regression,
Abstract: While the Bayesian Information Criterion (BIC) and Akaike Information
Criterion (AIC) are powerful tools for model selection in linear regression,
they are built on different prior assumptions and thereby apply to different
data gen... | [
0,
0,
0,
1,
0,
0
] |
Title: Near-optimal sample complexity for convex tensor completion,
Abstract: We analyze low rank tensor completion (TC) using noisy measurements of a
subset of the tensor. Assuming a rank-$r$, order-$d$, $N \times N \times \cdots
\times N$ tensor where $r=O(1)$, the best sampling complexity that was achieved
is $O(N^{... | [
1,
0,
0,
1,
0,
0
] |
Title: Conditional Lower Bounds for Space/Time Tradeoffs,
Abstract: In recent years much effort has been concentrated towards achieving
polynomial time lower bounds on algorithms for solving various well-known
problems. A useful technique for showing such lower bounds is to prove them
conditionally based on well-studie... | [
1,
0,
0,
0,
0,
0
] |
Title: Full Quantification of Left Ventricle via Deep Multitask Learning Network Respecting Intra- and Inter-Task Relatedness,
Abstract: Cardiac left ventricle (LV) quantification is among the most clinically
important tasks for identification and diagnosis of cardiac diseases, yet still
a challenge due to the high var... | [
1,
0,
0,
0,
0,
0
] |
Title: On sparsity and power-law properties of graphs based on exchangeable point processes,
Abstract: This paper investigates properties of the class of graphs based on
exchangeable point processes. We provide asymptotic expressions for the number
of edges, number of nodes and degree distributions, identifying four re... | [
0,
0,
1,
1,
0,
0
] |
Title: Information transmission on hybrid networks,
Abstract: Many real-world communication networks often have hybrid nature with both
fixed nodes and moving modes, such as the mobile phone networks mainly composed
of fixed base stations and mobile phones. In this paper, we discuss the
information transmission process... | [
1,
1,
0,
0,
0,
0
] |
Title: Generative Adversarial Trainer: Defense to Adversarial Perturbations with GAN,
Abstract: We propose a novel technique to make neural network robust to adversarial
examples using a generative adversarial network. We alternately train both
classifier and generator networks. The generator network generates an
adver... | [
1,
0,
0,
1,
0,
0
] |
Title: Bad Primes in Computational Algebraic Geometry,
Abstract: Computations over the rational numbers often suffer from intermediate
coefficient swell. One solution to this problem is to apply the given algorithm
modulo a number of primes and then lift the modular results to the rationals.
This method is guaranteed t... | [
1,
0,
1,
0,
0,
0
] |
Title: Multi-Task Feature Learning for Knowledge Graph Enhanced Recommendation,
Abstract: Collaborative filtering often suffers from sparsity and cold start problems
in real recommendation scenarios, therefore, researchers and engineers usually
use side information to address the issues and improve the performance of
r... | [
1,
0,
0,
1,
0,
0
] |
Title: On Consistency of Graph-based Semi-supervised Learning,
Abstract: Graph-based semi-supervised learning is one of the most popular methods in
machine learning. Some of its theoretical properties such as bounds for the
generalization error and the convergence of the graph Laplacian regularizer
have been studied in... | [
0,
0,
0,
1,
0,
0
] |
Title: Modeling Label Ambiguity for Neural List-Wise Learning to Rank,
Abstract: List-wise learning to rank methods are considered to be the state-of-the-art.
One of the major problems with these methods is that the ambiguous nature of
relevance labels in learning to rank data is ignored. Ambiguity of relevance
labels ... | [
1,
0,
0,
1,
0,
0
] |
Title: Whitehead torsion of inertial h-cobordisms,
Abstract: We study the Whitehead torsions of inertial h-cobordisms, and identify
various types representing a nested sequence of subsets of the Whitehead group.
A number of examples are given to show that these subsets are all different in
general. | [
0,
0,
1,
0,
0,
0
] |
Title: Propagation from Deceptive News Sources: Who Shares, How Much, How Evenly, and How Quickly?,
Abstract: As people rely on social media as their primary sources of news, the spread
of misinformation has become a significant concern. In this large-scale study
of news in social media we analyze eleven million posts ... | [
1,
0,
0,
0,
0,
0
] |
Title: Self-protected nanoscale thermometry based on spin defects in silicon carbide,
Abstract: Quantum sensors with solid state electron spins have attracted considerable
interest due to their nanoscale spatial resolution.A critical requirement is to
suppress the environment noise of the solid state spin sensor.Here w... | [
0,
1,
0,
0,
0,
0
] |
Title: Robot Composite Learning and the Nunchaku Flipping Challenge,
Abstract: Advanced motor skills are essential for robots to physically coexist with
humans. Much research on robot dynamics and control has achieved success on
hyper robot motor capabilities, but mostly through heavily case-specific
engineering. Meanw... | [
1,
0,
0,
0,
0,
0
] |
Title: Querying Best Paths in Graph Databases,
Abstract: Querying graph databases has recently received much attention. We propose a
new approach to this problem, which balances competing goals of expressive
power, language clarity and computational complexity. A distinctive feature of
our approach is the ability to ex... | [
1,
0,
0,
0,
0,
0
] |
Title: Communication Complexity of Correlated Equilibrium in Two-Player Games,
Abstract: We show a communication complexity lower bound for finding a correlated
equilibrium of a two-player game. More precisely, we define a two-player $N
\times N$ game called the 2-cycle game and show that the randomized
communication c... | [
1,
0,
0,
0,
0,
0
] |
Title: On the computability of graph Turing machines,
Abstract: We consider graph Turing machines, a model of parallel computation on a
graph, in which each vertex is only capable of performing one of a finite
number of operations. This model of computation is a natural generalization of
several well-studied notions of... | [
1,
0,
1,
0,
0,
0
] |
Title: SCRank: Spammer and Celebrity Ranking in Directed Social Networks,
Abstract: Many online social networks allow directed edges: Alice can unilaterally add
an "edge" to Bob, typically indicating interest in Bob or Bob's content,
without Bob's permission or reciprocation. In directed social networks we
observe the ... | [
1,
0,
0,
0,
0,
0
] |
Title: Taylor series and twisting-index invariants of coupled spin-oscillators,
Abstract: About six years ago, semitoric systems on 4-dimensional manifolds were
classified by Pelayo & Vu Ngoc by means of five invariants. A standard example
of such a system is the coupled spin-oscillator on $\mathbb{S}^2 \times
\mathbb{... | [
0,
0,
1,
0,
0,
0
] |
Title: Optimal DoF region of the K-User MISO BC with Partial CSIT,
Abstract: We consider the $K$-User Multiple-Input-Single-Output (MISO) Broadcast
Channel (BC) where the transmitter, equipped with $M$ antennas, serves $K$
users, with $K \leq M$. The transmitter has access to a partial channel state
information of the ... | [
1,
0,
0,
0,
0,
0
] |
Title: Active learning of constitutive relation from mesoscopic dynamics for macroscopic modeling of non-Newtonian flows,
Abstract: We simulate complex fluids by means of an on-the-fly coupling of the bulk
rheology to the underlying microstructure dynamics. In particular, a
macroscopic continuum model of polymeric flui... | [
0,
1,
0,
0,
0,
0
] |
Title: Collective search with finite perception: transient dynamics and search efficiency,
Abstract: Motile organisms often use finite spatial perception of their surroundings to
navigate and search their habitats. Yet standard models of search are usually
based on purely local sensory information. To model how a finit... | [
0,
0,
0,
0,
1,
0
] |
Title: The first moment of cusp form L-functions in weight aspect on average,
Abstract: We study the asymptotic behaviour of the twisted first moment of central
$L$-values associated to cusp forms in weight aspect on average. Our estimate
of the error term allows extending the logarithmic length of mollifier $\Delta$
u... | [
0,
0,
1,
0,
0,
0
] |
Title: Analyzing Boltzmann Samplers for Bose-Einstein Condensates with Dirichlet Generating Functions,
Abstract: Boltzmann sampling is commonly used to uniformly sample objects of a
particular size from large combinatorial sets. For this technique to be
effective, one needs to prove that (1) the sampling procedure is e... | [
1,
0,
0,
0,
0,
0
] |
Title: On Invariant Random Subgroups of Block-Diagonal Limits of Symmetric Groups,
Abstract: We classify the ergodic invariant random subgroups of block-diagonal limits
of symmetric groups in the cases when the groups are simple and the associated
dimension groups have finite dimensional state spaces. These block-diago... | [
0,
0,
1,
0,
0,
0
] |
Title: Theoretical Analysis of Sparse Subspace Clustering with Missing Entries,
Abstract: Sparse Subspace Clustering (SSC) is a popular unsupervised machine learning
method for clustering data lying close to an unknown union of low-dimensional
linear subspaces; a problem with numerous applications in pattern recognitio... | [
0,
0,
0,
1,
0,
0
] |
Title: On certain geometric properties in Banach spaces of vector-valued functions,
Abstract: We consider a certain type of geometric properties of Banach spaces, which
includes for instance octahedrality, almost squareness, lushness and the
Daugavet property. For this type of properties, we obtain a general reduction
... | [
0,
0,
1,
0,
0,
0
] |
Title: Social Media Analysis based on Semanticity of Streaming and Batch Data,
Abstract: Languages shared by people differ in different regions based on their
accents, pronunciation and word usages. In this era sharing of language takes
place mainly through social media and blogs. Every second swing of such a micro
pos... | [
1,
0,
0,
0,
0,
0
] |
Title: Chiral Topological Superconductors Enhanced by Long-Range Interactions,
Abstract: We study the phase diagram and edge states of a two-dimensional p-wave
superconductor with long-range hopping and pairing amplitudes. New topological
phases and quasiparticles different from the usual short-range model are
obtained... | [
0,
1,
0,
0,
0,
0
] |
Title: An Algebraic Glimpse at Bunched Implications and Separation Logic,
Abstract: We overview the logic of Bunched Implications (BI) and Separation Logic (SL)
from a perspective inspired by Hiroakira Ono's algebraic approach to
substructural logics. We propose generalized BI algebras (GBI-algebras) as a
common framew... | [
1,
0,
0,
0,
0,
0
] |
Title: The adapted hyper-Kähler structure on the crown domain,
Abstract: Let $\,\Xi\,$ be the crown domain associated with a non-compact irreducible
hermitian symmetric space $\,G/K$. We give an explicit description of the
unique $\,G$-invariant adapted hyper-Kähler structure on $\,\Xi$,$\
$i.$\,$e.$\ $compatible with ... | [
0,
0,
1,
0,
0,
0
] |
Title: Exact traveling wave solutions of 1D model of cancer invasion,
Abstract: In this paper we consider the continuous mathematical model of tumour growth
and invasion based on the model introduced by Anderson, Chaplain et al.
\cite{Anderson&Chaplain2000}, for the case of one space dimension. The model
consists of a ... | [
0,
0,
0,
0,
1,
0
] |
Title: On purity theorem of Lusztig's perverse sheaves,
Abstract: Let $Q$ be a finite quiver without loops and $\mathcal{Q}_{\alpha}$ be the
Lusztig category for any dimension vector $\alpha$. The purpose of this paper
is to prove that all Frobenius eigenvalues of the $i$-th cohomology
$\mathcal{H}^i(\mathcal{L})|_x$ f... | [
0,
0,
1,
0,
0,
0
] |
Title: Abstract Interpretation using a Language of Symbolic Approximation,
Abstract: The traditional abstract domain framework for imperative programs suffers
from several shortcomings; in particular it does not allow precise symbolic
abstractions. To solve these problems, we propose a new abstract interpretation
frame... | [
1,
0,
0,
0,
0,
0
] |
Title: The Integral Transform of N.I.Akhiezer,
Abstract: We study the integral transform which appeared in a different form in
Akhiezer's textbook "Lectures on Integral Transforms". | [
0,
0,
1,
0,
0,
0
] |
Title: Quantitative CBA: Small and Comprehensible Association Rule Classification Models,
Abstract: Quantitative CBA is a postprocessing algorithm for association rule
classification algorithm CBA (Liu et al, 1998). QCBA uses original,
undiscretized numerical attributes to optimize the discovered association
rules, ref... | [
1,
0,
0,
1,
0,
0
] |
Title: Quermassintegral preserving curvature flow in Hyperbolic space,
Abstract: We consider the quermassintegral preserving flow of closed \emph{h-convex}
hypersurfaces in hyperbolic space with the speed given by any positive power of
a smooth symmetric, strictly increasing, and homogeneous of degree one function
$f$ ... | [
0,
0,
1,
0,
0,
0
] |
Title: Cloaking for a quasi-linear elliptic partial differential equation,
Abstract: In this article we consider cloaking for a quasi-linear elliptic partial
differential equation of divergence type defined on a bounded domain in
$\mathbb{R}^N$ for $N=2,3$. We show that a perfect cloak can be obtained via a
singular ch... | [
0,
0,
1,
0,
0,
0
] |
Title: Good Arm Identification via Bandit Feedback,
Abstract: We consider a novel stochastic multi-armed bandit problem called {\em good
arm identification} (GAI), where a good arm is defined as an arm with expected
reward greater than or equal to a given threshold. GAI is a pure-exploration
problem that a single agent... | [
0,
0,
0,
1,
0,
0
] |
Title: Learning compressed representations of blood samples time series with missing data,
Abstract: Clinical measurements collected over time are naturally represented as
multivariate time series (MTS), which often contain missing data. An
autoencoder can learn low dimensional vectorial representations of MTS that
pre... | [
1,
0,
0,
1,
0,
0
] |
Title: Fuzzy Galois connections on fuzzy sets,
Abstract: In fairly elementary terms this paper presents how the theory of preordered
fuzzy sets, more precisely quantale-valued preorders on quantale-valued fuzzy
sets, is established under the guidance of enriched category theory. Motivated
by several key results from th... | [
1,
0,
0,
0,
0,
0
] |
Title: QWIRE Practice: Formal Verification of Quantum Circuits in Coq,
Abstract: We describe an embedding of the QWIRE quantum circuit language in the Coq
proof assistant. This allows programmers to write quantum circuits using
high-level abstractions and to prove properties of those circuits using Coq's
theorem provin... | [
1,
0,
0,
0,
0,
0
] |
Title: The cost of fairness in classification,
Abstract: We study the problem of learning classifiers with a fairness constraint, with
three main contributions towards the goal of quantifying the problem's inherent
tradeoffs. First, we relate two existing fairness measures to cost-sensitive
risks. Second, we show that ... | [
1,
0,
0,
0,
0,
0
] |
Title: The algebraic structure of cut Feynman integrals and the diagrammatic coaction,
Abstract: We study the algebraic and analytic structure of Feynman integrals by
proposing an operation that maps an integral into pairs of integrals obtained
from a master integrand and a corresponding master contour. This operation ... | [
0,
0,
1,
0,
0,
0
] |
Title: Implementing universal nonadiabatic holonomic quantum gates with transmons,
Abstract: Geometric phases are well known to be noise-resilient in quantum
evolutions/operations. Holonomic quantum gates provide us with a robust way
towards universal quantum computation, as these quantum gates are actually
induced by ... | [
0,
1,
0,
0,
0,
0
] |
Title: Fine cophasing of segmented aperture telescopes with ZELDA, a Zernike wavefront sensor in the diffraction-limited regime,
Abstract: Segmented aperture telescopes require an alignment procedure with successive
steps from coarse alignment to monitoring process in order to provide very high
optical quality images f... | [
0,
1,
0,
0,
0,
0
] |
Title: Why Pay More When You Can Pay Less: A Joint Learning Framework for Active Feature Acquisition and Classification,
Abstract: We consider the problem of active feature acquisition, where we sequentially
select the subset of features in order to achieve the maximum prediction
performance in the most cost-effective ... | [
1,
0,
0,
1,
0,
0
] |
Title: The Hasse Norm Principle For Biquadratic Extensions,
Abstract: We give an asymptotic formula for the number of biquadratic extensions of the
rationals of bounded discriminant that fail the Hasse norm principle. | [
0,
0,
1,
0,
0,
0
] |
Title: Static vs Adaptive Strategies for Optimal Execution with Signals,
Abstract: We consider an optimal execution problem in which a trader is looking at a
short-term price predictive signal while trading. In the case where the trader
is creating an instantaneous market impact, we show that transactions costs
resulti... | [
0,
0,
0,
0,
0,
1
] |
Title: New descriptions of the weighted Reed-Muller codes and the homogeneous Reed-Muller codes,
Abstract: We give a description of the weighted Reed-Muller codes over a prime field in
a modular algebra. A description of the homogeneous Reed-Muller codes in the
same ambient space is presented for the binary case. A dec... | [
1,
0,
1,
0,
0,
0
] |
Title: Criteria for the Absence and Existence of Bounded Solutions at the Threshold Frequency in a Junction of Quantum Waveguides,
Abstract: In the junction $\Omega$ of several semi-infinite cylindrical waveguides we
consider the Dirichlet Laplacian whose continuous spectrum is the ray
$[\lambda_\dagger, +\infty)$ with... | [
0,
0,
1,
0,
0,
0
] |
Title: Stochastic Feedback Control of Systems with Unknown Nonlinear Dynamics,
Abstract: This paper studies the stochastic optimal control problem for systems with
unknown dynamics. First, an open-loop deterministic trajectory optimization
problem is solved without knowing the explicit form of the dynamical system.
Nex... | [
1,
0,
0,
0,
0,
0
] |
Title: Micrometer-Sized Water Ice Particles for Planetary Science Experiments: Influence of Surface Structure on Collisional Properties,
Abstract: Models and observations suggest that ice-particle aggregation at and beyond
the snowline dominates the earliest stages of planet-formation, which therefore
is subject to man... | [
0,
1,
0,
0,
0,
0
] |
Title: The splashback radius of halos from particle dynamics. II. Dependence on mass, accretion rate, redshift, and cosmology,
Abstract: The splashback radius $R_{\rm sp}$, the apocentric radius of particles on
their first orbit after falling into a dark matter halo, has recently been
suggested as a physically motivate... | [
0,
1,
0,
0,
0,
0
] |
Title: Empirical Evaluation of Parallel Training Algorithms on Acoustic Modeling,
Abstract: Deep learning models (DLMs) are state-of-the-art techniques in speech
recognition. However, training good DLMs can be time consuming especially for
production-size models and corpora. Although several parallel training
algorithm... | [
1,
0,
0,
0,
0,
0
] |
Title: Distributed Impedance Control of Latency-Prone Robotic Systems with Series Elastic Actuation,
Abstract: Robotic systems are increasingly relying on distributed feedback controllers
to tackle complex and latency-prone sensing and decision problems. These
demands come at the cost of a growing computational burden ... | [
1,
0,
0,
0,
0,
0
] |
Title: Simulation Methods for Stochastic Storage Problems: A Statistical Learning Perspective,
Abstract: We consider solution of stochastic storage problems through regression Monte
Carlo (RMC) methods. Taking a statistical learning perspective, we develop the
dynamic emulation algorithm (DEA) that unifies the differen... | [
0,
0,
0,
0,
0,
1
] |
Title: Flashes of Hidden Worlds at Colliders,
Abstract: (This is a general physics level overview article about hidden sectors, and
how they motivate searches for long-lived particles. Intended for publication
in Physics Today.)
Searches for new physics at the Large Hadron Collider have so far come up
empty, but we jus... | [
0,
1,
0,
0,
0,
0
] |
Title: Espresso: Brewing Java For More Non-Volatility with Non-volatile Memory,
Abstract: Fast, byte-addressable non-volatile memory (NVM) embraces both near-DRAM
latency and disk-like persistence, which has generated considerable interests
to revolutionize system software stack and programming models. However, it is
l... | [
1,
0,
0,
0,
0,
0
] |
Title: Multimodal Machine Learning: A Survey and Taxonomy,
Abstract: Our experience of the world is multimodal - we see objects, hear sounds, feel
texture, smell odors, and taste flavors. Modality refers to the way in which
something happens or is experienced and a research problem is characterized as
multimodal when i... | [
1,
0,
0,
0,
0,
0
] |
Title: The Motivic Cofiber of $τ$,
Abstract: Consider the Tate twist $\tau \in H^{0,1}(S^{0,0})$ in the mod 2 cohomology
of the motivic sphere. After 2-completion, the motivic Adams spectral sequence
realizes this element as a map $\tau \colon S^{0,-1} \to S^{0,0}$, with cofiber
$C\tau$. We show that this motivic 2-cel... | [
0,
0,
1,
0,
0,
0
] |
Title: EEG machine learning with Higuchi fractal dimension and Sample Entropy as features for successful detection of depression,
Abstract: Reliable diagnosis of depressive disorder is essential for both optimal
treatment and prevention of fatal outcomes. In this study, we aimed to
elucidate the effectiveness of two no... | [
0,
0,
0,
1,
1,
0
] |
Title: On Microtargeting Socially Divisive Ads: A Case Study of Russia-Linked Ad Campaigns on Facebook,
Abstract: Targeted advertising is meant to improve the efficiency of matching
advertisers to their customers. However, targeted advertising can also be
abused by malicious advertisers to efficiently reach people susc... | [
1,
0,
0,
0,
0,
0
] |
Title: On Helmholtz free energy for finite abstract simplicial complexes,
Abstract: We prove a Gauss-Bonnet formula X(G) = sum_x K(x), where K(x)=(-1)^dim(x)
(1-X(S(x))) is a curvature of a vertex x with unit sphere S(x) in the
Barycentric refinement G1 of a simplicial complex G. K(x) is dual to
(-1)^dim(x) for which G... | [
1,
0,
1,
0,
0,
0
] |
Title: Global Patterns of Synchronization in Human Communications,
Abstract: Social media are transforming global communication and coordination. The data
derived from social media can reveal patterns of human behavior at all levels
and scales of society. Using geolocated Twitter data, we have quantified
collective beh... | [
1,
1,
0,
0,
0,
0
] |
Title: On the predictability of infectious disease outbreaks,
Abstract: Infectious disease outbreaks recapitulate biology: they emerge from the
multi-level interaction of hosts, pathogens, and their shared environment. As a
result, predicting when, where, and how far diseases will spread requires a
complex systems appr... | [
0,
1,
0,
0,
0,
0
] |
Title: Multi-Player Bandits Revisited,
Abstract: Multi-player Multi-Armed Bandits (MAB) have been extensively studied in the
literature, motivated by applications to Cognitive Radio systems. Driven by
such applications as well, we motivate the introduction of several levels of
feedback for multi-player MAB algorithms. ... | [
1,
0,
0,
1,
0,
0
] |
Title: Model Averaging for Generalized Linear Model with Covariates that are Missing completely at Random,
Abstract: In this paper, we consider the estimation of generalized linear models with
covariates that are missing completely at random. We propose a model averaging
estimation method and prove that the correspondi... | [
0,
0,
1,
1,
0,
0
] |
Title: Demonstration of the length stability requirements for ALPS II with a high finesse 9.2m cavity,
Abstract: Light-shining-through-a-wall experiments represent a new experimental
approach in the search for undiscovered elementary particles not accessible
with accelerator based experiments. The next generation of th... | [
0,
1,
0,
0,
0,
0
] |
Title: Shrub-depth: Capturing Height of Dense Graphs,
Abstract: The recent increase of interest in the graph invariant called tree-depth and
in its applications in algorithms and logic on graphs led to a natural
question: is there an analogously useful "depth" notion also for dense graphs
(say; one which is stable unde... | [
1,
0,
0,
0,
0,
0
] |
Title: Detecting Statistical Interactions from Neural Network Weights,
Abstract: Interpreting neural networks is a crucial and challenging task in machine
learning. In this paper, we develop a novel framework for detecting statistical
interactions captured by a feedforward multilayer neural network by directly
interpre... | [
1,
0,
0,
1,
0,
0
] |
Title: Making intersections safer with I2V communication,
Abstract: Intersections are hazardous places. Threats arise from interactions among
pedestrians, bicycles and vehicles, more complicated vehicle trajectories in
the absence of lane markings, phases that prevent determining who has the right
of way, invisible veh... | [
1,
0,
0,
0,
0,
0
] |
Title: Convolutional Sparse Representations with Gradient Penalties,
Abstract: While convolutional sparse representations enjoy a number of useful
properties, they have received limited attention for image reconstruction
problems. The present paper compares the performance of block-based and
convolutional sparse repres... | [
1,
0,
0,
0,
0,
0
] |
Title: On the origin of the crescent-shaped distributions observed by MMS at the magnetopause,
Abstract: MMS observations recently confirmed that crescent-shaped electron velocity
distributions in the plane perpendicular to the magnetic field occur in the
electron diffusion region near reconnection sites at Earth's mag... | [
0,
1,
0,
0,
0,
0
] |
Title: Projected support points: a new method for high-dimensional data reduction,
Abstract: In an era where big and high-dimensional data is readily available, data
scientists are inevitably faced with the challenge of reducing this data for
expensive downstream computation or analysis. To this end, we present here a
... | [
0,
0,
0,
1,
0,
0
] |
Title: AutonoVi: Autonomous Vehicle Planning with Dynamic Maneuvers and Traffic Constraints,
Abstract: We present AutonoVi:, a novel algorithm for autonomous vehicle navigation
that supports dynamic maneuvers and satisfies traffic constraints and norms.
Our approach is based on optimization-based maneuver planning that... | [
1,
0,
0,
0,
0,
0
] |
Title: On SGD's Failure in Practice: Characterizing and Overcoming Stalling,
Abstract: Stochastic Gradient Descent (SGD) is widely used in machine learning problems
to efficiently perform empirical risk minimization, yet, in practice, SGD is
known to stall before reaching the actual minimizer of the empirical risk. SGD... | [
0,
0,
1,
1,
0,
0
] |
Title: Composite Rational Functions and Arithmetic Progressions,
Abstract: In this paper we deal with composite rational functions having zeros and
poles forming consecutive elements of an arithmetic progression. We also
correct a result published earlier related to composite rational functions
having a fixed number of... | [
0,
0,
1,
0,
0,
0
] |
Title: The Geometry of Concurrent Interaction: Handling Multiple Ports by Way of Multiple Tokens (Long Version),
Abstract: We introduce a geometry of interaction model for Mazza's multiport
interaction combinators, a graph-theoretic formalism which is able to
faithfully capture concurrent computation as embodied by pro... | [
1,
0,
0,
0,
0,
0
] |
Title: A High Space Density of Luminous Lyman Alpha Emitters at z~6.5,
Abstract: We present the results of a systematic search for Lyman-alpha emitters (LAEs)
at $6 \lesssim z \lesssim 7.6$ using the HST WFC3 Infrared Spectroscopic
Parallel (WISP) Survey. Our total volume over this redshift range is $\sim 8
\times10^5$... | [
0,
1,
0,
0,
0,
0
] |
Title: SYZ transforms for immersed Lagrangian multi-sections,
Abstract: In this paper, we study the geometry of the SYZ transform on a semi-flat
Lagrangian torus fibration. Our starting point is an investigation on the
relation between Lagrangian surgery of a pair of straight lines in a symplectic
2-torus and extension... | [
0,
0,
1,
0,
0,
0
] |
Title: Topological Representation of the Transit Sets of k-Point Crossover Operators,
Abstract: $k$-point crossover operators and their recombination sets are studied from
different perspectives. We show that transit functions of $k$-point crossover
generate, for all $k>1$, the same convexity as the interval function o... | [
1,
0,
1,
0,
0,
0
] |
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