text stringlengths 57 2.88k | labels listlengths 6 6 |
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Title: Temperature Dependence of Magnetic Excitations: Terahertz Magnons above the Curie Temperature,
Abstract: When an ordered spin system of a given dimensionality undergoes a second
order phase transition the dependence of the order parameter i.e. magnetization
on temperature can be well-described by thermal excitat... | [
0,
1,
0,
0,
0,
0
] |
Title: On stable solitons and interactions of the generalized Gross-Pitaevskii equation with PT-and non-PT-symmetric potentials,
Abstract: We report the bright solitons of the generalized Gross-Pitaevskii (GP)
equation with some types of physically relevant parity-time-(PT-) and
non-PT-symmetric potentials. We find tha... | [
0,
1,
1,
0,
0,
0
] |
Title: Mechanical properties of borophene films: A reactive molecular dynamics investigation,
Abstract: The most recent experimental advances could provide ways for the fabrication
of several atomic thick and planar forms of boron atoms. For the first time, we
explore the mechanical properties of five types of boron fi... | [
0,
1,
0,
0,
0,
0
] |
Title: Stronger selection can slow down evolution driven by recombination on a smooth fitness landscape,
Abstract: Stronger selection implies faster evolution---that is, the greater the force,
the faster the change. This apparently self-evident proposition, however, is
derived under the assumption that genetic variatio... | [
0,
1,
0,
0,
0,
0
] |
Title: Differences Among Noninformative Stopping Rules Are Often Relevant to Bayesian Decisions,
Abstract: L.J. Savage once hoped to show that "the superficially incompatible systems
of ideas associated on the one hand with [subjective Bayesianism] and on the
other hand with [classical statistics]...lend each other mut... | [
0,
0,
1,
1,
0,
0
] |
Title: CNNs are Globally Optimal Given Multi-Layer Support,
Abstract: Stochastic Gradient Descent (SGD) is the central workhorse for training
modern CNNs. Although giving impressive empirical performance it can be slow to
converge. In this paper we explore a novel strategy for training a CNN using an
alternation strate... | [
1,
0,
0,
0,
0,
0
] |
Title: The Kontsevich integral for bottom tangles in handlebodies,
Abstract: The Kontsevich integral is a powerful link invariant, taking values in spaces
of Jacobi diagrams. In this paper, we extend the Kontsevich integral to
construct a functor on the category of bottom tangles in handlebodies. This
functor gives a u... | [
0,
0,
1,
0,
0,
0
] |
Title: Commutativity theorems for groups and semigroups,
Abstract: In this note we prove a selection of commutativity theorems for various
classes of semigroups. For instance, if in a separative or completely regular
semigroup $S$ we have $x^p y^p = y^p x^p$ and $x^q y^q = y^q x^q$ for all
$x,y\in S$ where $p$ and $q$ ... | [
0,
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1,
0,
0,
0
] |
Title: Content-based Approach for Vietnamese Spam SMS Filtering,
Abstract: Short Message Service (SMS) spam is a serious problem in Vietnam because of
the availability of very cheap pre-paid SMS packages. There are some systems to
detect and filter spam messages for English, most of which use machine learning
technique... | [
1,
0,
0,
0,
0,
0
] |
Title: Measuring Software Performance on Linux,
Abstract: Measuring and analyzing the performance of software has reached a high
complexity, caused by more advanced processor designs and the intricate
interaction between user programs, the operating system, and the processor's
microarchitecture. In this report, we summ... | [
1,
0,
0,
0,
0,
0
] |
Title: A general method for calculating lattice Green functions on the branch cut,
Abstract: We present a method for calculating the complex Green function $G_{ij}
(\omega)$ at any real frequency $\omega$ between any two sites $i$ and $j$ on a
lattice. Starting from numbers of walks on square, cubic, honeycomb,
triangu... | [
0,
1,
0,
0,
0,
0
] |
Title: Towards A Novel Unified Framework for Developing Formal, Network and Validated Agent-Based Simulation Models of Complex Adaptive Systems,
Abstract: Literature on the modeling and simulation of complex adaptive systems (cas)
has primarily advanced vertically in different scientific domains with
scientists develop... | [
1,
1,
0,
0,
0,
0
] |
Title: Recover Fine-Grained Spatial Data from Coarse Aggregation,
Abstract: In this paper, we study a new type of spatial sparse recovery problem, that
is to infer the fine-grained spatial distribution of certain density data in a
region only based on the aggregate observations recorded for each of its
subregions. One ... | [
1,
0,
0,
0,
0,
0
] |
Title: The Power Allocation Game on Dynamic Networks: Subgame Perfection,
Abstract: In the game theory literature, there appears to be little research on
equilibrium selection for normal-form games with an infinite strategy space and
discontinuous utility functions. Moreover, many existing selection methods are
not app... | [
1,
0,
0,
0,
0,
0
] |
Title: MIMO Graph Filters for Convolutional Neural Networks,
Abstract: Superior performance and ease of implementation have fostered the adoption of
Convolutional Neural Networks (CNNs) for a wide array of inference and
reconstruction tasks. CNNs implement three basic blocks: convolution, pooling
and pointwise nonlinea... | [
0,
0,
0,
1,
0,
0
] |
Title: An Edge Driven Wavelet Frame Model for Image Restoration,
Abstract: Wavelet frame systems are known to be effective in capturing singularities
from noisy and degraded images. In this paper, we introduce a new edge driven
wavelet frame model for image restoration by approximating images as piecewise
smooth functi... | [
1,
0,
1,
0,
0,
0
] |
Title: An exact algorithm exhibiting RS-RSB/easy-hard correspondence for the maximum independent set problem,
Abstract: A recently proposed exact algorithm for the maximum independent set problem
is analyzed. The typical running time is improved exponentially in some
parameter regions compared to simple binary search. ... | [
1,
1,
0,
0,
0,
0
] |
Title: Flexible Support for Fast Parallel Commutative Updates,
Abstract: Privatizing data is a useful strategy for increasing parallelism in a shared
memory multithreaded program. Independent cores can compute independently on
duplicates of shared data, combining their results at the end of their
computations. Conventi... | [
1,
0,
0,
0,
0,
0
] |
Title: Deep learning based supervised semantic segmentation of Electron Cryo-Subtomograms,
Abstract: Cellular Electron Cryo-Tomography (CECT) is a powerful imaging technique for
the 3D visualization of cellular structure and organization at submolecular
resolution. It enables analyzing the native structures of macromol... | [
0,
0,
0,
1,
1,
0
] |
Title: CNN-MERP: An FPGA-Based Memory-Efficient Reconfigurable Processor for Forward and Backward Propagation of Convolutional Neural Networks,
Abstract: Large-scale deep convolutional neural networks (CNNs) are widely used in
machine learning applications. While CNNs involve huge complexity, VLSI (ASIC
and FPGA) chips... | [
1,
0,
0,
0,
0,
0
] |
Title: Enstrophy Cascade in Decaying Two-Dimensional Quantum Turbulence,
Abstract: We report evidence for an enstrophy cascade in large-scale point-vortex
simulations of decaying two-dimensional quantum turbulence. Devising a method
to generate quantum vortex configurations with kinetic energy narrowly
localized near a... | [
0,
1,
0,
0,
0,
0
] |
Title: Contextual Multi-armed Bandits under Feature Uncertainty,
Abstract: We study contextual multi-armed bandit problems under linear realizability on
rewards and uncertainty (or noise) on features. For the case of identical noise
on features across actions, we propose an algorithm, coined {\em NLinRel},
having $O\le... | [
1,
0,
0,
1,
0,
0
] |
Title: Asymmetric Variational Autoencoders,
Abstract: Variational inference for latent variable models is prevalent in various
machine learning problems, typically solved by maximizing the Evidence Lower
Bound (ELBO) of the true data likelihood with respect to a variational
distribution. However, freely enriching the f... | [
1,
0,
0,
1,
0,
0
] |
Title: Dynamics of homogeneous shear turbulence: A key role of the nonlinear transverse cascade in the bypass concept,
Abstract: To understand the self-sustenance of subcritical turbulence in spectrally
stable shear flows, we performed direct numerical simulations of homogeneous
shear turbulence for different aspect ra... | [
0,
1,
0,
0,
0,
0
] |
Title: A taxonomy of learning dynamics in 2 x 2 games,
Abstract: Learning would be a convincing method to achieve coordination on an
equilibrium. But does learning converge, and to what? We answer this question
in generic 2-player, 2-strategy games, using Experience-Weighted Attraction
(EWA), which encompasses many ext... | [
0,
1,
0,
0,
0,
0
] |
Title: Dynamic attitude planning for trajectory tracking in underactuated VTOL UAVs,
Abstract: This paper addresses the trajectory tracking control problem for
underactuated VTOL UAVs. According to the different actuation mechanisms, the
most common UAV platforms can achieve only a partial decoupling of attitude and
po... | [
1,
0,
0,
0,
0,
0
] |
Title: The JCMT Transient Survey: Data Reduction and Calibration Methods,
Abstract: Though there has been a significant amount of work investigating the early
stages of low-mass star formation in recent years, the evolution of the mass
assembly rate onto the central protostar remains largely unconstrained.
Examining in... | [
0,
1,
0,
0,
0,
0
] |
Title: Synchronization Strings: Explicit Constructions, Local Decoding, and Applications,
Abstract: This paper gives new results for synchronization strings, a powerful
combinatorial object that allows to efficiently deal with insertions and
deletions in various communication settings:
$\bullet$ We give a deterministic... | [
1,
0,
0,
0,
0,
0
] |
Title: Independent Component Analysis via Energy-based and Kernel-based Mutual Dependence Measures,
Abstract: We apply both distance-based (Jin and Matteson, 2017) and kernel-based
(Pfister et al., 2016) mutual dependence measures to independent component
analysis (ICA), and generalize dCovICA (Matteson and Tsay, 2017)... | [
0,
0,
0,
1,
0,
0
] |
Title: The local geometry of testing in ellipses: Tight control via localized Kolmogorov widths,
Abstract: We study the local geometry of testing a mean vector within a
high-dimensional ellipse against a compound alternative. Given samples of a
Gaussian random vector, the goal is to distinguish whether the mean is equa... | [
0,
0,
1,
1,
0,
0
] |
Title: A Unified Optimization View on Generalized Matching Pursuit and Frank-Wolfe,
Abstract: Two of the most fundamental prototypes of greedy optimization are the
matching pursuit and Frank-Wolfe algorithms. In this paper, we take a unified
view on both classes of methods, leading to the first explicit convergence
rat... | [
1,
0,
0,
1,
0,
0
] |
Title: Subsampled Rényi Differential Privacy and Analytical Moments Accountant,
Abstract: We study the problem of subsampling in differential privacy (DP), a question
that is the centerpiece behind many successful differentially private machine
learning algorithms. Specifically, we provide a tight upper bound on the
Ré... | [
0,
0,
0,
1,
0,
0
] |
Title: Concurrency and Probability: Removing Confusion, Compositionally,
Abstract: Assigning a satisfactory truly concurrent semantics to Petri nets with
confusion and distributed decisions is a long standing problem, especially if
one wants to fully replace nondeterminism with probability distributions and no
stochast... | [
1,
0,
0,
0,
0,
0
] |
Title: Vision-Based Multi-Task Manipulation for Inexpensive Robots Using End-To-End Learning from Demonstration,
Abstract: We propose a technique for multi-task learning from demonstration that trains
the controller of a low-cost robotic arm to accomplish several complex picking
and placing tasks, as well as non-prehen... | [
1,
0,
0,
0,
0,
0
] |
Title: Dynamic Word Embeddings,
Abstract: We present a probabilistic language model for time-stamped text data which
tracks the semantic evolution of individual words over time. The model
represents words and contexts by latent trajectories in an embedding space. At
each moment in time, the embedding vectors are inferr... | [
0,
0,
0,
1,
0,
0
] |
Title: Multiple scattering effect on angular distribution and polarization of radiation by relativistic electrons in a thin crystal,
Abstract: The multiple scattering of ultra relativistic electrons in an amorphous
matter leads to the suppression of the soft part of radiation spectrum (the
Landau-Pomeranchuk-Migdal eff... | [
0,
1,
0,
0,
0,
0
] |
Title: Branched coverings of $CP^2$ and other basic 4-manifolds,
Abstract: We give necessary and sufficient conditions for a 4-manifold to be a branched
covering of $CP^2$, $S^2\times S^2$, $S^2 \mathbin{\tilde\times} S^2$ and $S^3
\times S^1$, which are expressed in terms of the Betti numbers and the
intersection form... | [
0,
0,
1,
0,
0,
0
] |
Title: Instantaneous effects of photons on electrons in semiconductors,
Abstract: The photoelectric effect established by Einstein is well known, which
indicates that electrons on lower energy levels can jump up to higher levels by
absorbing photons, or jump down from higher levels to lower levels and give out
photons1... | [
0,
1,
0,
0,
0,
0
] |
Title: Mitigating the Impact of Speech Recognition Errors on Chatbot using Sequence-to-Sequence Model,
Abstract: We apply sequence-to-sequence model to mitigate the impact of speech
recognition errors on open domain end-to-end dialog generation. We cast the
task as a domain adaptation problem where ASR transcriptions a... | [
1,
0,
0,
0,
0,
0
] |
Title: Simultaneous 183 GHz H2O Maser and SiO Observations Towards Evolved Stars Using APEX SEPIA Band 5,
Abstract: We investigate the use of 183 GHz H2O masers for characterization of the
physical conditions and mass loss process in the circumstellar envelopes of
evolved stars. We used APEX SEPIA Band 5 to observe the... | [
0,
1,
0,
0,
0,
0
] |
Title: What does the free energy principle tell us about the brain?,
Abstract: The free energy principle has been proposed as a unifying theory of brain
function. It is closely related, and in some cases subsumes, earlier unifying
ideas such as Bayesian inference, predictive coding, and active learning. This
article cl... | [
0,
0,
0,
0,
1,
0
] |
Title: Learning with Changing Features,
Abstract: In this paper we study the setting where features are added or change
interpretation over time, which has applications in multiple domains such as
retail, manufacturing, finance. In particular, we propose an approach to
provably determine the time instant from which the... | [
1,
0,
0,
1,
0,
0
] |
Title: Estimation Considerations in Contextual Bandits,
Abstract: Contextual bandit algorithms are sensitive to the estimation method of the
outcome model as well as the exploration method used, particularly in the
presence of rich heterogeneity or complex outcome models, which can lead to
difficult estimation problems... | [
1,
0,
0,
1,
0,
0
] |
Title: Using solar and load predictions in battery scheduling at the residential level,
Abstract: Smart solar inverters can be used to store, monitor and manage a home's solar
energy. We describe a smart solar inverter system with battery which can either
operate in an automatic mode or receive commands over a network ... | [
1,
0,
0,
0,
0,
0
] |
Title: Towards Large-Pose Face Frontalization in the Wild,
Abstract: Despite recent advances in face recognition using deep learning, severe
accuracy drops are observed for large pose variations in unconstrained
environments. Learning pose-invariant features is one solution, but needs
expensively labeled large-scale da... | [
1,
0,
0,
0,
0,
0
] |
Title: Managing the Public to Manage Data: Citizen Science and Astronomy,
Abstract: Citizen science projects recruit members of the public as volunteers to
process and produce datasets. These datasets must win the trust of the
scientific community. The task of securing credibility involves, in part,
applying standard s... | [
1,
1,
0,
0,
0,
0
] |
Title: Modular representations in type A with a two-row nilpotent central character,
Abstract: We study the category of representations of $\mathfrak{sl}_{m+2n}$ in
positive characteristic, whose p-character is a nilpotent whose Jordan type is
the two-row partition (m+n,n). In a previous paper with Anno, we used
Bezruk... | [
0,
0,
1,
0,
0,
0
] |
Title: Knowledge Acquisition: A Complex Networks Approach,
Abstract: Complex networks have been found to provide a good representation of the
structure of knowledge, as understood in terms of discoverable concepts and
their relationships. In this context, the discovery process can be modeled as
agents walking in a know... | [
1,
1,
0,
0,
0,
0
] |
Title: Frequent flaring in the TRAPPIST-1 system - unsuited for life?,
Abstract: We analyze short cadence K2 light curve of the TRAPPIST-1 system. Fourier
analysis of the data suggests $P_\mathrm{rot}=3.295\pm0.003$ days. The light
curve shows several flares, of which we analyzed 42 events, these have
integrated flare ... | [
0,
1,
0,
0,
0,
0
] |
Title: Playing Pairs with Pepper,
Abstract: As robots become increasingly prevalent in almost all areas of society, the
factors affecting humans trust in those robots becomes increasingly important.
This paper is intended to investigate the factor of robot attributes, looking
specifically at the relationship between an... | [
1,
0,
0,
0,
0,
0
] |
Title: Wild theories with o-minimal open core,
Abstract: Let $T$ be a consistent o-minimal theory extending the theory of densely
ordered groups and let $T'$ be a consistent theory. Then there is a complete
theory $T^*$ extending $T$ such that $T$ is an open core of $T^*$, but every
model of $T^*$ interprets a model of... | [
0,
0,
1,
0,
0,
0
] |
Title: Objective Bayesian inference with proper scoring rules,
Abstract: Standard Bayesian analyses can be difficult to perform when the full
likelihood, and consequently the full posterior distribution, is too complex
and difficult to specify or if robustness with respect to data or to model
misspecifications is requi... | [
0,
0,
1,
1,
0,
0
] |
Title: Large Area X-ray Proportional Counter (LAXPC) Instrument on AstroSat,
Abstract: Large Area X-ray Proportional Counter (LAXPC) is one of the major AstroSat
payloads. LAXPC instrument will provide high time resolution X-ray observations
in 3 to 80 keV energy band with moderate energy resolution. A cluster of three... | [
0,
1,
0,
0,
0,
0
] |
Title: A Counterexample to the Vector Generalization of Costa's EPI, and Partial Resolution,
Abstract: We give a counterexample to the vector generalization of Costa's entropy
power inequality (EPI) due to Liu, Liu, Poor and Shamai. In particular, the
claimed inequality can fail if the matix-valued parameter in the con... | [
1,
0,
0,
0,
0,
0
] |
Title: Models for Predicting Community-Specific Interest in News Articles,
Abstract: In this work, we ask two questions: 1. Can we predict the type of community
interested in a news article using only features from the article content? and
2. How well do these models generalize over time? To answer these questions, we
... | [
0,
0,
0,
1,
0,
0
] |
Title: On subfiniteness of graded linear series,
Abstract: Hilbert's 14th problem studies the finite generation property of the
intersection of an integral algebra of finite type with a subfield of the field
of fractions of the algebra. It has a negative answer due to the counterexample
of Nagata. We show that a subfin... | [
0,
0,
1,
0,
0,
0
] |
Title: Natasha 2: Faster Non-Convex Optimization Than SGD,
Abstract: We design a stochastic algorithm to train any smooth neural network to
$\varepsilon$-approximate local minima, using $O(\varepsilon^{-3.25})$
backpropagations. The best result was essentially $O(\varepsilon^{-4})$ by SGD.
More broadly, it finds $\vare... | [
1,
0,
0,
1,
0,
0
] |
Title: Evidence for a Dayside Thermal Inversion and High Metallicity for the Hot Jupiter WASP-18b,
Abstract: We find evidence for a strong thermal inversion in the dayside atmosphere of
the highly irradiated hot Jupiter WASP-18b (T$_{eq}=2411K$, $M=10.3M_{J}$)
based on emission spectroscopy from Hubble Space Telescope ... | [
0,
1,
0,
0,
0,
0
] |
Title: $α$-$β$ and $β$-$γ$ phase boundaries of solid oxygen observed by adiabatic magnetocaloric effect,
Abstract: The magnetic-field-temperature phase diagram of solid oxygen is investigated
by the adiabatic magnetocaloric effect (MCE) measurement with pulsed magnetic
fields. Relatively large temperature decrease with... | [
0,
1,
0,
0,
0,
0
] |
Title: Localization Algorithm with Circular Representation in 2D and its Similarity to Mammalian Brains,
Abstract: Extended Kalman filter (EKF) does not guarantee consistent mean and
covariance under linearization, even though it is the main framework for
robotic localization. While Lie group improves the modeling of t... | [
1,
0,
0,
0,
1,
0
] |
Title: Lusin-type approximation of Sobolev by Lipschitz functions, in Gaussian and $RCD(K,\infty)$ spaces,
Abstract: We establish new approximation results, in the sense of Lusin, of Sobolev
functions by Lipschitz ones, in some classes of non-doubling metric measure
structures. Our proof technique relies upon estimates... | [
0,
0,
1,
0,
0,
0
] |
Title: Distributed Coordination for a Class of Nonlinear Multi-agent Systems with Regulation Constraints,
Abstract: In this paper, a multi-agent coordination problem with steady-state
regulation constraints is investigated for a class of nonlinear systems. Unlike
existing leader-following coordination formulations, the... | [
1,
0,
1,
0,
0,
0
] |
Title: Intermodulation distortion of actuated MEMS capacitive switches,
Abstract: For the first time, intermodulation distortion of micro-electromechanical
capacitive switches in the actuated state was analyzed both theoretically and
experimentally. The distortion, although higher than that of switches in the
suspended... | [
0,
1,
0,
0,
0,
0
] |
Title: Parasitic Bipolar Leakage in III-V FETs: Impact of Substrate Architecture,
Abstract: InGaAs-based Gate-all-Around (GAA) FETs with moderate to high In content are
shown experimentally and theoretically to be unsuitable for low-leakage
advanced CMOS nodes. The primary cause for this is the large leakage penalty
in... | [
0,
1,
0,
0,
0,
0
] |
Title: Properties of Ultra Gamma Function,
Abstract: In this paper we study the integral of type
\[_{\delta,a}\Gamma_{\rho,b}(x)
=\Gamma(\delta,a;\rho,b)(x)=\int_{0}^{\infty}t^{x-1}e^{-\frac{t^{\delta}}{a}-\frac{t^{-\rho}}{b}}dt.\]
Different authors called this integral by different names like ultra gamma
function, gen... | [
0,
0,
1,
0,
0,
0
] |
Title: Further remarks on liftings of crossed modules,
Abstract: In this paper we define the notion of pullback lifting of a lifting crossed
module over a crossed module morphism and interpret this notion in the category
of group-groupoid actions as pullback action. Moreover, we give a criterion for
the lifting of homo... | [
0,
0,
1,
0,
0,
0
] |
Title: Submodular Maximization through the Lens of Linear Programming,
Abstract: The simplex algorithm for linear programming is based on the fact that any
local optimum with respect to the polyhedral neighborhood is also a global
optimum. We show that a similar result carries over to submodular maximization.
In partic... | [
1,
0,
0,
0,
0,
0
] |
Title: Channel Estimation for Diffusive MIMO Molecular Communications,
Abstract: In diffusion-based communication, as for molecular systems, the achievable
data rate is very low due to the slow nature of diffusion and the existence of
severe inter-symbol interference (ISI). Multiple-input multiple-output (MIMO)
techniq... | [
1,
0,
0,
1,
0,
0
] |
Title: Multi-stage splitting integrators for sampling with modified Hamiltonian Monte Carlo methods,
Abstract: Modified Hamiltonian Monte Carlo (MHMC) methods combine the ideas behind two
popular sampling approaches: Hamiltonian Monte Carlo (HMC) and importance
sampling. As in the HMC case, the bulk of the computationa... | [
1,
0,
0,
0,
0,
0
] |
Title: Proposal for a High Precision Tensor Processing Unit,
Abstract: This whitepaper proposes the design and adoption of a new generation of
Tensor Processing Unit which has the performance of Google's TPU, yet performs
operations on wide precision data. The new generation TPU is made possible by
implementing arithme... | [
1,
0,
0,
0,
0,
0
] |
Title: DICOD: Distributed Convolutional Sparse Coding,
Abstract: In this paper, we introduce DICOD, a convolutional sparse coding algorithm
which builds shift invariant representations for long signals. This algorithm
is designed to run in a distributed setting, with local message passing, making
it communication effic... | [
1,
0,
0,
1,
0,
0
] |
Title: On uniqueness results for Dirichlet problems of elliptic systems without DeGiorgi-Nash-Moser regularity,
Abstract: We study uniqueness of Dirichlet problems of second order divergence-form
elliptic systems with transversally independent coefficients on the upper
half-space in absence of regularity of solutions. ... | [
0,
0,
1,
0,
0,
0
] |
Title: (LaTiO$_3$)$_n$/(LaVO$_3$)$_n$ as a model system for unconventional charge transfer and polar metallicity,
Abstract: At interfaces between oxide materials, lattice and electronic reconstructions
always play important roles in exotic phenomena. In this study, the density
functional theory and maximally localized ... | [
0,
1,
0,
0,
0,
0
] |
Title: Modeling sorption of emerging contaminants in biofilms,
Abstract: A mathematical model for emerging contaminants sorption in multispecies
biofilms, based on a continuum approach and mass conservation principles is
presented. Diffusion of contaminants within the biofilm is described using a
diffusion-reaction equ... | [
0,
1,
0,
0,
0,
0
] |
Title: Stabilizing Training of Generative Adversarial Networks through Regularization,
Abstract: Deep generative models based on Generative Adversarial Networks (GANs) have
demonstrated impressive sample quality but in order to work they require a
careful choice of architecture, parameter initialization, and selection ... | [
1,
0,
0,
1,
0,
0
] |
Title: Spurious Vanishing Problem in Approximate Vanishing Ideal,
Abstract: Approximate vanishing ideal, which is a new concept from computer algebra, is
a set of polynomials that almost takes a zero value for a set of given data
points. The introduction of approximation to exact vanishing ideal has played a
critical r... | [
1,
0,
0,
1,
0,
0
] |
Title: Opportunities for Two-color Experiments at the SASE3 undulator line of the European XFEL,
Abstract: X-ray Free Electron Lasers (XFELs) have been proven to generate short and
powerful radiation pulses allowing for a wide class of novel experiments. If an
XFEL facility supports the generation of two X-ray pulses w... | [
0,
1,
0,
0,
0,
0
] |
Title: Braiding errors in interacting Majorana quantum wires,
Abstract: Avenues of Majorana bound states (MBSs) have become one of the primary
directions towards a possible realization of topological quantum computation.
For a Y-junction of Kitaev quantum wires, we numerically investigate the
braiding of MBSs while con... | [
0,
1,
0,
0,
0,
0
] |
Title: Machine Learning for Structured Clinical Data,
Abstract: Research is a tertiary priority in the EHR, where the priorities are patient
care and billing. Because of this, the data is not standardized or formatted in
a manner easily adapted to machine learning approaches. Data may be missing for
a large variety of ... | [
1,
0,
0,
0,
0,
0
] |
Title: Hidden order and symmetry protected topological states in quantum link ladders,
Abstract: We show that whereas spin-1/2 one-dimensional U(1) quantum-link models (QLMs)
are topologically trivial, when implemented in ladder-like lattices these
models may present an intriguing ground-state phase diagram, which incl... | [
0,
1,
0,
0,
0,
0
] |
Title: The effect of prudence on the optimal allocation in possibilistic and mixed models,
Abstract: In this paper two portfolio choice models are studied: a purely possibilistic
model, in which the return of a risky asset is a fuzzy number, and a mixed
model in which a probabilistic background risk is added. For the t... | [
0,
0,
0,
0,
0,
1
] |
Title: On universal operators and universal pairs,
Abstract: We study some basic properties of the class of universal operators on Hilbert
space, and provide new examples of universal operators and universal pairs. | [
0,
0,
1,
0,
0,
0
] |
Title: Interleaving Lattice for the APS Linac,
Abstract: To realize and test advanced accelerator concepts and hardware, a beamline is
being reconfigured in the Linac Extension Area (LEA) of APS linac. A
photo-cathode RF gun installed at the beginning of the APS linac will provide a
low emittance electron beam into the... | [
0,
1,
0,
0,
0,
0
] |
Title: \textit{Ab Initio} Study of the Magnetic Behavior of Metal Hydrides: A Comparison with the Slater-Pauling Curve,
Abstract: We investigated the magnetic behavior of metal hydrides FeH$_{x}$, CoH$_{x}$
and NiH$_{x}$ for several concentrations of hydrogen ($x$) by using Density
Functional Theory calculations. Sever... | [
0,
1,
0,
0,
0,
0
] |
Title: Secret Sharing for Cloud Data Security,
Abstract: Cloud computing helps reduce costs, increase business agility and deploy
solutions with a high return on investment for many types of applications.
However, data security is of premium importance to many users and often
restrains their adoption of cloud technolog... | [
1,
0,
0,
0,
0,
0
] |
Title: Design and Analysis of a Secure Three Factor User Authentication Scheme Using Biometric and Smart Card,
Abstract: Password security can no longer provide enough security in the area of remote
user authentication. Considering this security drawback, researchers are trying
to find solution with multifactor remote ... | [
1,
0,
0,
0,
0,
0
] |
Title: Real-World Modeling of a Pathfinding Robot Using Robot Operating System (ROS),
Abstract: This paper presents a practical approach towards implementing pathfinding
algorithms on real-world and low-cost non- commercial hardware platforms. While
using robotics simulation platforms as a test-bed for our algorithms w... | [
1,
0,
0,
0,
0,
0
] |
Title: Understanding Convolution for Semantic Segmentation,
Abstract: Recent advances in deep learning, especially deep convolutional neural
networks (CNNs), have led to significant improvement over previous semantic
segmentation systems. Here we show how to improve pixel-wise semantic
segmentation by manipulating conv... | [
1,
0,
0,
0,
0,
0
] |
Title: Mechanical Failure in Amorphous Solids: Scale Free Spinodal Criticality,
Abstract: The mechanical failure of amorphous media is a ubiquitous phenomenon from
material engineering to geology. It has been noticed for a long time that the
phenomenon is "scale-free", indicating some type of criticality. In spite of
a... | [
0,
1,
0,
0,
0,
0
] |
Title: Moment conditions in strong laws of large numbers for multiple sums and random measures,
Abstract: The validity of the strong law of large numbers for multiple sums $S_n$ of
independent identically distributed random variables $Z_k$, $k\leq n$, with
$r$-dimensional indices is equivalent to the integrability of
$... | [
0,
0,
1,
0,
0,
0
] |
Title: Connecting Clump Sizes in Turbulent Disk Galaxies to Instability Theory,
Abstract: In this letter we study the mean sizes of Halpha clumps in turbulent disk
galaxies relative to kinematics, gas fractions, and Toomre Q. We use 100~pc
resolution HST images, IFU kinematics, and gas fractions of a sample of rare,
ne... | [
0,
1,
0,
0,
0,
0
] |
Title: Anomalous slowing down of individual human activity due to successive decision-making processes,
Abstract: Motivated by a host of empirical evidences revealing the bursty character of
human dynamics, we develop a model of human activity based on successive
switching between an hesitation state and a decision-rea... | [
0,
1,
0,
0,
0,
0
] |
Title: The spectrum, radiation conditions and the Fredholm property for the Dirichlet Laplacian in a perforated plane with semi-infinite inclusions,
Abstract: We consider the spectral Dirichlet problem for the Laplace operator in the
plane $\Omega^{\circ}$ with double-periodic perforation but also in the domain
$\Omega... | [
0,
0,
1,
0,
0,
0
] |
Title: On the Semantics and Complexity of Probabilistic Logic Programs,
Abstract: We examine the meaning and the complexity of probabilistic logic programs
that consist of a set of rules and a set of independent probabilistic facts
(that is, programs based on Sato's distribution semantics). We focus on two
semantics, r... | [
1,
0,
0,
0,
0,
0
] |
Title: Fitting Probabilistic Index Models on Large Datasets,
Abstract: Recently, Thas et al. (2012) introduced a new statistical model for the
probability index. This index is defined as $P(Y \leq Y^*|X, X^*)$ where Y and
Y* are independent random response variables associated with covariates X and
X* [...] Crucially t... | [
0,
0,
0,
1,
0,
0
] |
Title: BICEP2 / Keck Array IX: New Bounds on Anisotropies of CMB Polarization Rotation and Implications for Axion-Like Particles and Primordial Magnetic Fields,
Abstract: We present the strongest constraints to date on anisotropies of CMB
polarization rotation derived from $150$ GHz data taken by the BICEP2 & Keck
Arra... | [
0,
1,
0,
0,
0,
0
] |
Title: Unsupervised Object Discovery and Segmentation of RGBD-images,
Abstract: In this paper we introduce a system for unsupervised object discovery and
segmentation of RGBD-images. The system models the sensor noise directly from
data, allowing accurate segmentation without sensor specific hand tuning of
measurement ... | [
1,
0,
0,
0,
0,
0
] |
Title: Enabling large-scale viscoelastic calculations via neural network acceleration,
Abstract: One of the most significant challenges involved in efforts to understand the
effects of repeated earthquake cycle activity are the computational costs of
large-scale viscoelastic earthquake cycle models. Computationally int... | [
0,
1,
0,
0,
0,
0
] |
Title: Speaker identification from the sound of the human breath,
Abstract: This paper examines the speaker identification potential of breath sounds in
continuous speech. Speech is largely produced during exhalation. In order to
replenish air in the lungs, speakers must periodically inhale. When inhalation
occurs in t... | [
1,
0,
0,
1,
0,
0
] |
Title: Vector valued maximal Carleson type operators on the weighted Lorentz spaces,
Abstract: In this paper, by using the idea of linearizing maximal op-erators originated
by Charles Fefferman and the TT* method of Stein-Wainger, we establish a
weighted inequality for vector valued maximal Carleson type operators with... | [
0,
0,
1,
0,
0,
0
] |
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