text stringlengths 57 2.88k | labels listlengths 6 6 |
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Title: Transverse Shift in Andreev Reflection,
Abstract: An incoming electron is reflected back as a hole at a
normal-metal-superconductor interface, a process known as Andreev reflection.
We predict that there exists a universal transverse shift in this process due
to the effect of spin-orbit coupling in the normal me... | [
0,
1,
0,
0,
0,
0
] |
Title: Dynamics of resonances and equilibria of Low Earth Objects,
Abstract: The nearby space surrounding the Earth is densely populated by artificial
satellites and instruments, whose orbits are distributed within the
Low-Earth-Orbit region (LEO), ranging between 90 and 2 000 $km$ of altitude. As
a consequence of coll... | [
0,
1,
0,
0,
0,
0
] |
Title: A null test of General Relativity: New limits on Local Position Invariance and the variation of fundamental constants,
Abstract: We compare the long-term fractional frequency variation of four hydrogen
masers that are part of an ensemble of clocks comprising the National Institute
of Standards and Technology,(NI... | [
0,
1,
0,
0,
0,
0
] |
Title: SG1120-1202: Mass-Quenching as Tracked by UV Emission in the Group Environment at z=0.37,
Abstract: We use the Hubble Space Telescope to obtain WFC3/F390W imaging of the
supergroup SG1120-1202 at z=0.37, mapping the UV emission of 138
spectroscopically confirmed members. We measure total (F390W-F814W) colors and... | [
0,
1,
0,
0,
0,
0
] |
Title: Convergence rate bounds for a proximal ADMM with over-relaxation stepsize parameter for solving nonconvex linearly constrained problems,
Abstract: This paper establishes convergence rate bounds for a variant of the proximal
alternating direction method of multipliers (ADMM) for solving nonconvex
linearly constra... | [
0,
0,
1,
0,
0,
0
] |
Title: Global Sensitivity Analysis of High Dimensional Neuroscience Models: An Example of Neurovascular Coupling,
Abstract: The complexity and size of state-of-the-art cell models have significantly
increased in part due to the requirement that these models possess complex
cellular functions which are thought--but not ... | [
0,
0,
0,
0,
1,
0
] |
Title: Propagation in media as a probe for topological properties,
Abstract: The central goal of this thesis is to develop methods to experimentally study
topological phases. We do so by applying the powerful toolbox of quantum
simulation techniques with cold atoms in optical lattices. To this day, a
complete classific... | [
0,
1,
0,
0,
0,
0
] |
Title: SOTER: Programming Safe Robotics System using Runtime Assurance,
Abstract: Autonomous robots increasingly depend on third-party off-the-shelf components
and complex machine-learning techniques. This trend makes it challenging to
provide strong design-time certification of correct operation. To address this
chall... | [
1,
0,
0,
0,
0,
0
] |
Title: Reconsidering Experiments,
Abstract: Experiments may not reveal their full import at the time that they are
performed. The scientists who perform them usually are testing a specific
hypothesis and quite often have specific expectations limiting the possible
inferences that can be drawn from the experiment. Nonet... | [
0,
1,
0,
0,
0,
0
] |
Title: Streaming Kernel PCA with $\tilde{O}(\sqrt{n})$ Random Features,
Abstract: We study the statistical and computational aspects of kernel principal
component analysis using random Fourier features and show that under mild
assumptions, $O(\sqrt{n} \log n)$ features suffices to achieve
$O(1/\epsilon^2)$ sample compl... | [
0,
0,
0,
1,
0,
0
] |
Title: A note on species realizations and nondegeneracy of potentials,
Abstract: In this note we show that a mutation theory of species with potential can be
defined so that a certain class of skew-symmetrizable integer matrices have a
species realization admitting a non-degenerate potential. This gives a partial
affir... | [
0,
0,
1,
0,
0,
0
] |
Title: Vortex states and spin textures of rotating spin-orbit-coupled Bose-Einstein condensates in a toroidal trap,
Abstract: We consider the ground-state properties of Rashba spin-orbit-coupled
pseudo-spin-1/2 Bose-Einstein condensates (BECs) in a rotating two-dimensional
(2D) toroidal trap. In the absence of spin-orb... | [
0,
1,
0,
0,
0,
0
] |
Title: Semi-Global Weighted Least Squares in Image Filtering,
Abstract: Solving the global method of Weighted Least Squares (WLS) model in image
filtering is both time- and memory-consuming. In this paper, we present an
alternative approximation in a time- and memory- efficient manner which is
denoted as Semi-Global We... | [
1,
0,
0,
0,
0,
0
] |
Title: Deep Residual Networks and Weight Initialization,
Abstract: Residual Network (ResNet) is the state-of-the-art architecture that realizes
successful training of really deep neural network. It is also known that good
weight initialization of neural network avoids problem of vanishing/exploding
gradients. In this p... | [
1,
0,
0,
1,
0,
0
] |
Title: One- and two-channel Kondo model with logarithmic Van Hove singularity: a numerical renormalization group solution,
Abstract: Simple scaling consideration and NRG solution of the one- and two-channel
Kondo model in the presence of a logarithmic Van Hove singularity at the Fermi
level is given. The temperature de... | [
0,
1,
0,
0,
0,
0
] |
Title: Simulations and measurements of the impact of collective effects on dynamic aperture,
Abstract: We describe a benchmark study of collective and nonlinear dynamics in an APS
storage ring. A 1-mm long bunch was assumed in the calculation of wakefield and
element by element particle tracking with distributed wakefi... | [
0,
1,
0,
0,
0,
0
] |
Title: Ensembles of Multiple Models and Architectures for Robust Brain Tumour Segmentation,
Abstract: Deep learning approaches such as convolutional neural nets have consistently
outperformed previous methods on challenging tasks such as dense, semantic
segmentation. However, the various proposed networks perform diffe... | [
1,
0,
0,
0,
0,
0
] |
Title: Estimating Phase Duration for SPaT Messages,
Abstract: A SPaT (Signal Phase and Timing) message describes for each lane the current
phase at a signalized intersection together with an estimate of the residual
time of that phase. Accurate SPaT messages can be used to construct a speed
profile for a vehicle that r... | [
0,
0,
0,
1,
0,
0
] |
Title: TS-MPC for Autonomous Vehicles including a dynamic TS-MHE-UIO,
Abstract: In this work, a novel approach is presented to solve the problem of tracking
trajectories in autonomous vehicles. This approach is based on the use of a
cascade control where the external loop solves the position control using a
novel Takag... | [
1,
0,
0,
0,
0,
0
] |
Title: Complexity of short Presburger arithmetic,
Abstract: We study complexity of short sentences in Presburger arithmetic (Short-PA).
Here by "short" we mean sentences with a bounded number of variables,
quantifiers, inequalities and Boolean operations; the input consists only of
the integers involved in the inequali... | [
1,
0,
1,
0,
0,
0
] |
Title: Deep neural network based speech separation optimizing an objective estimator of intelligibility for low latency applications,
Abstract: Mean square error (MSE) has been the preferred choice as loss function in the
current deep neural network (DNN) based speech separation techniques. In this
paper, we propose a ... | [
1,
0,
0,
0,
0,
0
] |
Title: Characterization and control of linear coupling using turn-by-turn beam position monitor data in storage rings,
Abstract: We introduce a new application of measuring symplectic generators to
characterize and control the linear betatron coupling in storage rings. From
synchronized and consecutive BPM (Beam Positi... | [
0,
1,
0,
0,
0,
0
] |
Title: Adaptive Inferential Method for Monotone Graph Invariants,
Abstract: We consider the problem of undirected graphical model inference. In many
applications, instead of perfectly recovering the unknown graph structure, a
more realistic goal is to infer some graph invariants (e.g., the maximum
degree, the number of... | [
0,
0,
1,
1,
0,
0
] |
Title: Methodological variations in lagged regression for detecting physiologic drug effects in EHR data,
Abstract: We studied how lagged linear regression can be used to detect the physiologic
effects of drugs from data in the electronic health record (EHR). We
systematically examined the effect of methodological vari... | [
0,
0,
0,
1,
1,
0
] |
Title: Exploring nucleon spin structure through neutrino neutral-current interactions in MicroBooNE,
Abstract: The net contribution of the strange quark spins to the proton spin, $\Delta
s$, can be determined from neutral current elastic neutrino-proton interactions
at low momentum transfer combined with data from elec... | [
0,
1,
0,
0,
0,
0
] |
Title: A unimodular Liouville hyperbolic souvlaki --- an appendix to [arXiv:1603.06712],
Abstract: Carmesin, Federici, and Georgakopoulos [arXiv:1603.06712] constructed a
transient hyperbolic graph that has no transient subtrees and that has the
Liouville property for harmonic functions. We modify their construction to... | [
0,
0,
1,
0,
0,
0
] |
Title: Comparison Based Nearest Neighbor Search,
Abstract: We consider machine learning in a comparison-based setting where we are given
a set of points in a metric space, but we have no access to the actual
distances between the points. Instead, we can only ask an oracle whether the
distance between two points $i$ and... | [
1,
0,
0,
1,
0,
0
] |
Title: Message-passing algorithm of quantum annealing with nonstoquastic Hamiltonian,
Abstract: Quantum annealing (QA) is a generic method for solving optimization problems
using fictitious quantum fluctuation. The current device performing QA involves
controlling the transverse field; it is classically simulatable by ... | [
1,
0,
0,
1,
0,
0
] |
Title: Comparison of Polynomial Chaos and Gaussian Process surrogates for uncertainty quantification and correlation estimation of spatially distributed open-channel steady flows,
Abstract: Data assimilation is widely used to improve flood forecasting capability,
especially through parameter inference requiring statist... | [
0,
1,
0,
1,
0,
0
] |
Title: Thermal Sunyaev-Zel'dovich effect in the intergalactic medium with primordial magnetic fields,
Abstract: The presence of ubiquitous magnetic fields in the universe is suggested from
observations of radiation and cosmic ray from galaxies or the intergalactic
medium (IGM). One possible origin of cosmic magnetic fi... | [
0,
1,
0,
0,
0,
0
] |
Title: A lower bound on the positive semidefinite rank of convex bodies,
Abstract: The positive semidefinite rank of a convex body $C$ is the size of its
smallest positive semidefinite formulation. We show that the positive
semidefinite rank of any convex body $C$ is at least $\sqrt{\log d}$ where $d$
is the smallest d... | [
1,
0,
1,
0,
0,
0
] |
Title: Selective Classification for Deep Neural Networks,
Abstract: Selective classification techniques (also known as reject option) have not
yet been considered in the context of deep neural networks (DNNs). These
techniques can potentially significantly improve DNNs prediction performance by
trading-off coverage. In... | [
1,
0,
0,
0,
0,
0
] |
Title: Chaotic laser based physical random bit streaming system with a computer application interface,
Abstract: We demonstrate a random bit streaming system that uses a chaotic laser as its
physical entropy source. By performing real-time bit manipulation for bias
reduction, we were able to provide the memory of a per... | [
1,
1,
0,
0,
0,
0
] |
Title: Observation of Intrinsic Half-metallic Behavior of CrO$_2$ (100) Epitaxial Films by Bulk-sensitive Spin-resolved PES,
Abstract: We have investigated the electronic states and spin polarization of
half-metallic ferromagnet CrO$_2$ (100) epitaxial films by bulk-sensitive
spin-resolved photoemission spectroscopy wi... | [
0,
1,
0,
0,
0,
0
] |
Title: A deep search for metals near redshift 7: the line-of-sight towards ULAS J1120+0641,
Abstract: We present a search for metal absorption line systems at the highest
redshifts to date using a deep (30h) VLT/X-Shooter spectrum of the z = 7.084
quasi-stellar object (QSO) ULAS J1120+0641. We detect seven intervening ... | [
0,
1,
0,
0,
0,
0
] |
Title: Energy-Performance Trade-offs in Mobile Data Transfers,
Abstract: By year 2020, the number of smartphone users globally will reach 3 Billion
and the mobile data traffic (cellular + WiFi) will exceed PC internet traffic
the first time. As the number of smartphone users and the amount of data
transferred per smart... | [
1,
0,
0,
0,
0,
0
] |
Title: A stability result on optimal Skorokhod embedding,
Abstract: Motivated by the model- independent pricing of derivatives calibrated to the
real market, we consider an optimization problem similar to the optimal
Skorokhod embedding problem, where the embedded Brownian motion needs only to
reproduce a finite number... | [
0,
0,
1,
0,
0,
0
] |
Title: On Symmetric Losses for Learning from Corrupted Labels,
Abstract: This paper aims to provide a better understanding of a symmetric loss. First,
we show that using a symmetric loss is advantageous in the balanced error rate
(BER) minimization and area under the receiver operating characteristic curve
(AUC) maximi... | [
1,
0,
0,
1,
0,
0
] |
Title: A finite Q-bad space,
Abstract: We prove that for a free noncyclic group $F$, $H_2(\hat F_\mathbb Q, \mathbb
Q)$ is an uncountable $\mathbb Q$-vector space. Here $\hat F_\mathbb Q$ is the
$\mathbb Q$-completion of $F$. This answers a problem of A.K. Bousfield for the
case of rational coefficients. As a direct co... | [
0,
0,
1,
0,
0,
0
] |
Title: Increasing Papers' Discoverability with Precise Semantic Labeling: the sci.AI Platform,
Abstract: The number of published findings in biomedicine increases continually. At the
same time, specifics of the domain's terminology complicates the task of
relevant publications retrieval. In the current research, we inv... | [
1,
0,
0,
0,
0,
0
] |
Title: On topological obstructions to global stabilization of an inverted pendulum,
Abstract: We consider a classical problem of control of an inverted pendulum by means
of a horizontal motion of its pivot point. We suppose that the control law can
be non-autonomous and non-periodic w.r.t. the position of the pendulum.... | [
0,
1,
1,
0,
0,
0
] |
Title: Regularization of the Kernel Matrix via Covariance Matrix Shrinkage Estimation,
Abstract: The kernel trick concept, formulated as an inner product in a feature space,
facilitates powerful extensions to many well-known algorithms. While the kernel
matrix involves inner products in the feature space, the sample co... | [
0,
0,
0,
1,
0,
0
] |
Title: Supervised Typing of Big Graphs using Semantic Embeddings,
Abstract: We propose a supervised algorithm for generating type embeddings in the same
semantic vector space as a given set of entity embeddings. The algorithm is
agnostic to the derivation of the underlying entity embeddings. It does not
require any man... | [
1,
0,
0,
0,
0,
0
] |
Title: Attention Please: Consider Mockito when Evaluating Newly Proposed Automated Program Repair Techniques,
Abstract: Automated program repair (APR) has attracted widespread attention in recent
years with substantial techniques being proposed. Meanwhile, a number of
benchmarks have been established for evaluating the... | [
1,
0,
0,
0,
0,
0
] |
Title: Learning in anonymous nonatomic games with applications to first-order mean field games,
Abstract: We introduce a model of anonymous games with the player dependent action
sets. We propose several learning procedures based on the well-known Fictitious
Play and Online Mirror Descent and prove their convergence to... | [
0,
0,
1,
0,
0,
0
] |
Title: Asynchronous Accelerated Proximal Stochastic Gradient for Strongly Convex Distributed Finite Sums,
Abstract: In this work, we study the problem of minimizing the sum of strongly convex
functions split over a network of $n$ nodes. We propose the decentralized and
asynchronous algorithm ADFS to tackle the case whe... | [
1,
0,
0,
0,
0,
0
] |
Title: A new fractional derivative of variable order with non-singular kernel and fractional differential equations,
Abstract: In this paper, we introduce two new non-singular kernel fractional
derivatives and present a class of other fractional derivatives derived from
the new formulations. We present some important r... | [
0,
0,
1,
0,
0,
0
] |
Title: Safe Semi-Supervised Learning of Sum-Product Networks,
Abstract: In several domains obtaining class annotations is expensive while at the same
time unlabelled data are abundant. While most semi-supervised approaches
enforce restrictive assumptions on the data distribution, recent work has
managed to learn semi-s... | [
1,
0,
0,
1,
0,
0
] |
Title: A Structured Approach to the Analysis of Remote Sensing Images,
Abstract: The number of studies for the analysis of remote sensing images has been
growing exponentially in the last decades. Many studies, however, only report
results---in the form of certain performance metrics---by a few selected
algorithms on a... | [
0,
0,
0,
1,
0,
0
] |
Title: Approximations of the Restless Bandit Problem,
Abstract: The multi-armed restless bandit problem is studied in the case where the
pay-off distributions are stationary $\varphi$-mixing. This version of the
problem provides a more realistic model for most real-world applications, but
cannot be optimally solved in ... | [
0,
0,
1,
1,
0,
0
] |
Title: Memory effects, transient growth, and wave breakup in a model of paced atrium,
Abstract: The mechanisms underlying cardiac fibrillation have been investigated for
over a century, but we are still finding surprising results that change our
view of this phenomenon. The present study focuses on the transition from
... | [
0,
1,
0,
0,
0,
0
] |
Title: Probabilistic Generative Adversarial Networks,
Abstract: We introduce the Probabilistic Generative Adversarial Network (PGAN), a new
GAN variant based on a new kind of objective function. The central idea is to
integrate a probabilistic model (a Gaussian Mixture Model, in our case) into
the GAN framework which s... | [
1,
0,
0,
1,
0,
0
] |
Title: Model comparison for Gibbs random fields using noisy reversible jump Markov chain Monte Carlo,
Abstract: The reversible jump Markov chain Monte Carlo (RJMCMC) method offers an
across-model simulation approach for Bayesian estimation and model comparison,
by exploring the sampling space that consists of several m... | [
0,
0,
0,
1,
0,
0
] |
Title: Functorial compactification of linear spaces,
Abstract: We define compactifications of vector spaces which are functorial with
respect to certain linear maps. These "many-body" compactifications are
manifolds with corners, and the linear maps lift to b-maps in the sense of
Melrose. We derive a simple criterion u... | [
0,
0,
1,
0,
0,
0
] |
Title: The Authority of "Fair" in Machine Learning,
Abstract: In this paper, we argue for the adoption of a normative definition of
fairness within the machine learning community. After characterizing this
definition, we review the current literature of Fair ML in light of its
implications. We end by suggesting ways to... | [
1,
0,
0,
0,
0,
0
] |
Title: The Social Bow Tie,
Abstract: Understanding tie strength in social networks, and the factors that influence
it, have received much attention in a myriad of disciplines for decades.
Several models incorporating indicators of tie strength have been proposed and
used to quantify relationships in social networks, an... | [
0,
0,
0,
1,
0,
0
] |
Title: Response Regimes in Equivalent Mechanical Model of Moderately Nonlinear Liquid Sloshing,
Abstract: The paper considers non-stationary responses in reduced-order model of
partially liquid-filled tank under external forcing. The model involves one
common degree of freedom for the tank and the non-sloshing portion ... | [
0,
1,
0,
0,
0,
0
] |
Title: Markov Decision Processes with Continuous Side Information,
Abstract: We consider a reinforcement learning (RL) setting in which the agent
interacts with a sequence of episodic MDPs. At the start of each episode the
agent has access to some side-information or context that determines the
dynamics of the MDP for ... | [
1,
0,
0,
1,
0,
0
] |
Title: Computational Thinking in Patch,
Abstract: With the future likely to see even more pervasive computation, computational
thinking (problem-solving skills incorporating computing knowledge) is now
being recognized as a fundamental skill needed by all students. Computational
thinking is conceptualizing as opposed t... | [
1,
0,
0,
0,
0,
0
] |
Title: Skoda's Ideal Generation from Vanishing Theorem for Semipositive Nakano Curvature and Cauchy-Schwarz Inequality for Tensors,
Abstract: Skoda's 1972 result on ideal generation is a crucial ingredient in the
analytic approach to the finite generation of the canonical ring and the
abundance conjecture. Special anal... | [
0,
0,
1,
0,
0,
0
] |
Title: Method for Computationally Efficient Design of Dielectric Laser Accelerators,
Abstract: Dielectric microstructures have generated much interest in recent years as a
means of accelerating charged particles when powered by solid state lasers. The
acceleration gradient (or particle energy gain per unit length) is a... | [
0,
1,
0,
0,
0,
0
] |
Title: DiVM: Model Checking with LLVM and Graph Memory,
Abstract: In this paper, we introduce the concept of a virtual machine with
graph-organised memory as a versatile backend for both explicit-state and
abstraction-driven verification of software. Our virtual machine uses the LLVM
IR as its instruction set, enriched... | [
1,
0,
0,
0,
0,
0
] |
Title: Justifications in Constraint Handling Rules for Logical Retraction in Dynamic Algorithms,
Abstract: We present a straightforward source-to-source transformation that introduces
justifications for user-defined constraints into the CHR programming language.
Then a scheme of two rules suffices to allow for logical ... | [
1,
0,
0,
0,
0,
0
] |
Title: Semi-decidable equivalence relations obtained by composition and lattice join of decidable equivalence relations,
Abstract: Composition and lattice join (transitive closure of a union) of equivalence
relations are operations taking pairs of decidable equivalence relations to
relations that are semi-decidable, bu... | [
0,
0,
1,
0,
0,
0
] |
Title: Crawling migration under chemical signalling: a stochastic particle model,
Abstract: Cell migration is a fundamental process involved in physiological phenomena
such as the immune response and morphogenesis, but also in pathological
processes, such as the development of tumor metastasis. These functions are
effe... | [
0,
0,
0,
0,
1,
0
] |
Title: Towards a Deeper Understanding of Adversarial Losses,
Abstract: Recent work has proposed various adversarial losses for training generative
adversarial networks. Yet, it remains unclear what certain types of functions
are valid adversarial loss functions, and how these loss functions perform
against one another.... | [
1,
0,
0,
1,
0,
0
] |
Title: Transit Visibility Zones of the Solar System Planets,
Abstract: The detection of thousands of extrasolar planets by the transit method
naturally raises the question of whether potential extrasolar observers could
detect the transits of the Solar System planets. We present a comprehensive
analysis of the regions ... | [
0,
1,
0,
0,
0,
0
] |
Title: Nearest-neighbour Markov point processes on graphs with Euclidean edges,
Abstract: We define nearest-neighbour point processes on graphs with Euclidean edges
and linear networks. They can be seen as the analogues of renewal processes on
the real line. We show that the Delaunay neighbourhood relation on a tree
sa... | [
0,
0,
1,
1,
0,
0
] |
Title: Essentially Finite Vector Bundles on Normal Pseudo-proper Algebraic Stacks,
Abstract: Let $X$ be a normal, connected and projective variety over an algebraically
closed field $k$. It is known that a vector bundle $V$ on $X$ is essentially
finite if and only if it is trivialized by a proper surjective morphism $f... | [
0,
0,
1,
0,
0,
0
] |
Title: Species tree estimation using ASTRAL: how many genes are enough?,
Abstract: Species tree reconstruction from genomic data is increasingly performed using
methods that account for sources of gene tree discordance such as incomplete
lineage sorting. One popular method for reconstructing species trees from
unrooted... | [
1,
0,
1,
1,
0,
0
] |
Title: Schoenberg Representations and Gramian Matrices of Matérn Functions,
Abstract: We represent Matérn functions in terms of Schoenberg's integrals which
ensure the positive definiteness and prove the systems of translates of
Matérn functions form Riesz sequences in $L^2(\R^n)$ or Sobolev spaces. Our
approach is bas... | [
0,
0,
1,
0,
0,
0
] |
Title: High-precision measurement of the proton's atomic mass,
Abstract: We report on the precise measurement of the atomic mass of a single proton
with a purpose-built Penning-trap system. With a precision of 32
parts-per-trillion our result not only improves on the current CODATA
literature value by a factor of three... | [
0,
1,
0,
0,
0,
0
] |
Title: Unconditional bases of subspaces related to non-self-adjoint perturbations of self-adjoint operators,
Abstract: Assume that $T$ is a self-adjoint operator on a Hilbert space $\mathcal{H}$
and that the spectrum of $T$ is confined in the union $\bigcup_{j\in
J}\Delta_j$, $J\subseteq\mathbb{Z}$, of segments $\Delta... | [
0,
0,
1,
0,
0,
0
] |
Title: Typesafe Abstractions for Tensor Operations,
Abstract: We propose a typesafe abstraction to tensors (i.e. multidimensional arrays)
exploiting the type-level programming capabilities of Scala through
heterogeneous lists (HList), and showcase typesafe abstractions of common
tensor operations and various neural lay... | [
1,
0,
0,
0,
0,
0
] |
Title: Structurally Sparsified Backward Propagation for Faster Long Short-Term Memory Training,
Abstract: Exploiting sparsity enables hardware systems to run neural networks faster
and more energy-efficiently. However, most prior sparsity-centric optimization
techniques only accelerate the forward pass of neural networ... | [
0,
0,
0,
1,
0,
0
] |
Title: An inexact subsampled proximal Newton-type method for large-scale machine learning,
Abstract: We propose a fast proximal Newton-type algorithm for minimizing regularized
finite sums that returns an $\epsilon$-suboptimal point in
$\tilde{\mathcal{O}}(d(n + \sqrt{\kappa d})\log(\frac{1}{\epsilon}))$ FLOPS,
where $... | [
1,
0,
0,
1,
0,
0
] |
Title: Future Energy Consumption Prediction Based on Grey Forecast Model,
Abstract: We use grey forecast model to predict the future energy consumption of four
states in the U.S, and make some improvments to the model. | [
0,
0,
0,
1,
0,
0
] |
Title: The cosmic shoreline: the evidence that escape determines which planets have atmospheres, and what this may mean for Proxima Centauri b,
Abstract: The planets of the Solar System divide neatly between those with atmospheres
and those without when arranged by insolation ($I$) and escape velocity
($v_{\mathrm{esc}... | [
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1,
0,
0,
0,
0
] |
Title: Agent-based computing from multi-agent systems to agent-based Models: a visual survey,
Abstract: Agent-Based Computing is a diverse research domain concerned with the
building of intelligent software based on the concept of "agents". In this
paper, we use Scientometric analysis to analyze all sub-domains of agen... | [
1,
1,
0,
0,
0,
0
] |
Title: Mott metal-insulator transition in the Doped Hubbard-Holstein model,
Abstract: Motivated by the current interest in the understanding of the Mott insulators
away from half filling, observed in many perovskite oxides, we study the Mott
metal-insulator transition (MIT) in the doped Hubbard-Holstein model using the... | [
0,
1,
0,
0,
0,
0
] |
Title: ASDA : Analyseur Syntaxique du Dialecte Alg{é}rien dans un but d'analyse s{é}mantique,
Abstract: Opinion mining and sentiment analysis in social media is a research issue
having a great interest in the scientific community. However, before begin this
analysis, we are faced with a set of problems. In particular, ... | [
1,
0,
0,
0,
0,
0
] |
Title: Latent Intention Dialogue Models,
Abstract: Developing a dialogue agent that is capable of making autonomous decisions
and communicating by natural language is one of the long-term goals of machine
learning research. Traditional approaches either rely on hand-crafting a small
state-action set for applying reinfo... | [
1,
0,
0,
1,
0,
0
] |
Title: Quasiconvex elastodynamics: weak-strong uniqueness for measure-valued solutions,
Abstract: A weak-strong uniqueness result is proved for measure-valued solutions to the
system of conservation laws arising in elastodynamics. The main novelty brought
forward by the present work is that the underlying stored-energy... | [
0,
0,
1,
0,
0,
0
] |
Title: Human experts vs. machines in taxa recognition,
Abstract: The step of expert taxa recognition currently slows down the response time of
many bioassessments. Shifting to quicker and cheaper state-of-the-art machine
learning approaches is still met with expert scepticism towards the ability and
logic of machines. ... | [
1,
0,
0,
1,
0,
0
] |
Title: Angular momentum evolution of galaxies over the past 10-Gyr: A MUSE and KMOS dynamical survey of 400 star-forming galaxies from z=0.3-1.7,
Abstract: We present a MUSE and KMOS dynamical study 405 star-forming galaxies at
redshift z=0.28-1.65 (median redshift z=0.84). Our sample are representative of
star-forming... | [
0,
1,
0,
0,
0,
0
] |
Title: Iterative Object and Part Transfer for Fine-Grained Recognition,
Abstract: The aim of fine-grained recognition is to identify sub-ordinate categories in
images like different species of birds. Existing works have confirmed that, in
order to capture the subtle differences across the categories, automatic
localiza... | [
1,
0,
0,
0,
0,
0
] |
Title: On measures of edge-uncolorability of cubic graphs: A brief survey and some new results,
Abstract: There are many hard conjectures in graph theory, like Tutte's 5-flow
conjecture, and the 5-cycle double cover conjecture, which would be true in
general if they would be true for cubic graphs. Since most of them ar... | [
0,
0,
1,
0,
0,
0
] |
Title: Distributed Newton Methods for Deep Neural Networks,
Abstract: Deep learning involves a difficult non-convex optimization problem with a
large number of weights between any two adjacent layers of a deep structure. To
handle large data sets or complicated networks, distributed training is needed,
but the calculat... | [
0,
0,
0,
1,
0,
0
] |
Title: Being Robust (in High Dimensions) Can Be Practical,
Abstract: Robust estimation is much more challenging in high dimensions than it is in
one dimension: Most techniques either lead to intractable optimization problems
or estimators that can tolerate only a tiny fraction of errors. Recent work in
theoretical comp... | [
1,
0,
0,
1,
0,
0
] |
Title: Properties of In-Plane Graphene/MoS2 Heterojunctions,
Abstract: The graphene/MoS2 heterojunction formed by joining the two components
laterally in a single plane promises to exhibit a low-resistance contact
according to the Schottky-Mott rule. Here we provide an atomic-scale
description of the structural, electr... | [
0,
1,
0,
0,
0,
0
] |
Title: Genetic and Memetic Algorithm with Diversity Equilibrium based on Greedy Diversification,
Abstract: The lack of diversity in a genetic algorithm's population may lead to a bad
performance of the genetic operators since there is not an equilibrium between
exploration and exploitation. In those cases, genetic algo... | [
1,
0,
0,
0,
0,
0
] |
Title: Cherlin's conjecture for almost simple groups of Lie rank 1,
Abstract: We prove Cherlin's conjecture, concerning binary primitive permutation
groups, for those groups with socle isomorphic to $\mathrm{PSL}_2(q)$,
${^2\mathrm{B}_2}(q)$, ${^2\mathrm{G}_2}(q)$ or $\mathrm{PSU}_3(q)$. Our method
uses the notion of a... | [
0,
0,
1,
0,
0,
0
] |
Title: Network Essence: PageRank Completion and Centrality-Conforming Markov Chains,
Abstract: Jiří Matoušek (1963-2015) had many breakthrough contributions in
mathematics and algorithm design. His milestone results are not only profound
but also elegant. By going beyond the original objects --- such as Euclidean
space... | [
1,
0,
0,
1,
0,
0
] |
Title: Sentiment Perception of Readers and Writers in Emoji use,
Abstract: Previous research has traditionally analyzed emoji sentiment from the point
of view of the reader of the content not the author. Here, we analyze emoji
sentiment from the point of view of the author and present a emoji sentiment
benchmark that w... | [
1,
0,
0,
0,
0,
0
] |
Title: Confidence Intervals for Quantiles from Histograms and Other Grouped Data,
Abstract: Interval estimation of quantiles has been treated by many in the literature.
However, to the best of our knowledge there has been no consideration for
interval estimation when the data are available in grouped format. Motivated ... | [
0,
0,
0,
1,
0,
0
] |
Title: Exact solution of a two-species quantum dimer model for pseudogap metals,
Abstract: We present an exact ground state solution of a quantum dimer model introduced
in Ref.[1], which features ordinary bosonic spin-singlet dimers as well as
fermionic dimers that can be viewed as bound states of spinons and holons in... | [
0,
1,
0,
0,
0,
0
] |
Title: Strong instability of standing waves for nonlinear Schrödinger equations with a partial confinement,
Abstract: We study the instability of standing wave solutions for nonlinear
Schrödinger equations with a one-dimensional harmonic potential in
dimension $N\ge 2$. We prove that if the nonlinearity is $L^2$-critic... | [
0,
0,
1,
0,
0,
0
] |
Title: Multi-armed Bandit Problems with Strategic Arms,
Abstract: We study a strategic version of the multi-armed bandit problem, where each
arm is an individual strategic agent and we, the principal, pull one arm each
round. When pulled, the arm receives some private reward $v_a$ and can choose
an amount $x_a$ to pass... | [
1,
0,
0,
1,
0,
0
] |
Title: Emerging Topics in Assistive Reading Technology: From Presentation to Content Accessibility,
Abstract: With the recent focus in the accessibility field, researchers from academia
and industry have been very active in developing innovative techniques and
tools for assistive technology. Especially with handheld de... | [
1,
0,
0,
0,
0,
0
] |
Title: Predictive and Prescriptive Analytics for Location Selection of Add-on Retail Products,
Abstract: In this paper, we study an analytical approach to selecting expansion
locations for retailers selling add-on products whose demand is derived from
the demand of another base product. Demand for the add-on product is... | [
0,
0,
0,
1,
0,
0
] |
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