text stringlengths 57 2.88k | labels listlengths 6 6 |
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Title: Fast kNN mode seeking clustering applied to active learning,
Abstract: A significantly faster algorithm is presented for the original kNN mode
seeking procedure. It has the advantages over the well-known mean shift
algorithm that it is feasible in high-dimensional vector spaces and results in
uniquely, well defi... | [
1,
0,
0,
1,
0,
0
] |
Title: Towards a Flow- and Path-Sensitive Information Flow Analysis: Technical Report,
Abstract: This paper investigates a flow- and path-sensitive static information flow
analysis. Compared with security type systems with fixed labels, it has been
shown that flow-sensitive type systems accept more secure programs. We ... | [
1,
0,
0,
0,
0,
0
] |
Title: Low-temperature lattice effects in the spin-liquid candidate $κ$-(BEDT-TTF)$_2$Cu$_2$(CN)$_3$,
Abstract: The quasi-two-dimensional organic charge-transfer salt
$\kappa$-(BEDT-TTF)$_2$Cu$_2$(CN)$_3$ is one of the prime candidates for a
quantum spin-liquid due the strong spin frustration of its anisotropic
triangu... | [
0,
1,
0,
0,
0,
0
] |
Title: Local approximation of non-holomorphic discs in almost complex manifolds,
Abstract: We provide a local approximation result of non-holomorphic discs with small
d-bar by pseudoholomorphic ones. As an application, we provide a certain gluing
construction. | [
0,
0,
1,
0,
0,
0
] |
Title: A Tutorial on Deep Learning for Music Information Retrieval,
Abstract: Following their success in Computer Vision and other areas, deep learning
techniques have recently become widely adopted in Music Information Retrieval
(MIR) research. However, the majority of works aim to adopt and assess methods
that have b... | [
1,
0,
0,
0,
0,
0
] |
Title: A Family of Metrics for Clustering Algorithms,
Abstract: We give the motivation for scoring clustering algorithms and a metric $M : A
\rightarrow \mathbb{N}$ from the set of clustering algorithms to the natural
numbers which we realize as \begin{equation} M(A) = \sum_i \alpha_i |f_i -
\beta_i|^{w_i} \end{equatio... | [
1,
0,
0,
0,
0,
0
] |
Title: Efficient Estimation of Generalization Error and Bias-Variance Components of Ensembles,
Abstract: For many applications, an ensemble of base classifiers is an effective
solution. The tuning of its parameters(number of classes, amount of data on
which each classifier is to be trained on, etc.) requires G, the gen... | [
1,
0,
0,
1,
0,
0
] |
Title: Generalized weighted Ostrowski and Ostrowski-Grüss type inequalities on time scales via a parameter function,
Abstract: We prove generalized weighted Ostrowski and Ostrowski--Grüss type
inequalities on time scales via a parameter function. In particular, our result
extends a result of Dragomir and Barnett. Furth... | [
0,
0,
1,
0,
0,
0
] |
Title: Universality in Chaos: Lyapunov Spectrum and Random Matrix Theory,
Abstract: We propose the existence of a new universality in classical chaotic systems
when the number of degrees of freedom is large: the statistical property of the
Lyapunov spectrum is described by Random Matrix Theory. We demonstrate it by
stu... | [
0,
1,
0,
0,
0,
0
] |
Title: Fixed points of competitive threshold-linear networks,
Abstract: Threshold-linear networks (TLNs) are models of neural networks that consist
of simple, perceptron-like neurons and exhibit nonlinear dynamics that are
determined by the network's connectivity. The fixed points of a TLN, including
both stable and un... | [
0,
0,
0,
0,
1,
0
] |
Title: Adversarial Variational Bayes Methods for Tweedie Compound Poisson Mixed Models,
Abstract: The Tweedie Compound Poisson-Gamma model is routinely used for modeling
non-negative continuous data with a discrete probability mass at zero. Mixed
models with random effects account for the covariance structure related t... | [
0,
0,
0,
1,
0,
0
] |
Title: Sampling of Temporal Networks: Methods and Biases,
Abstract: Temporal networks have been increasingly used to model a diversity of systems
that evolve in time; for example human contact structures over which dynamic
processes such as epidemics take place. A fundamental aspect of real-life
networks is that they a... | [
1,
0,
0,
0,
0,
0
] |
Title: Bridge Programs as an approach to improving diversity in physics,
Abstract: In most physical sciences, students from underrepresented minority (URM)
groups constitute a small percentage of earned degrees at the undergraduate and
graduate levels. Bridge programs can serve as an initiative to increase the
number o... | [
0,
1,
0,
0,
0,
0
] |
Title: NEURAL: quantitative features for newborn EEG using Matlab,
Abstract: Background: For newborn infants in critical care, continuous monitoring of
brain function can help identify infants at-risk of brain injury. Quantitative
features allow a consistent and reproducible approach to EEG analysis, but only
when all ... | [
0,
1,
0,
1,
0,
0
] |
Title: False Positive Reduction by Actively Mining Negative Samples for Pulmonary Nodule Detection in Chest Radiographs,
Abstract: Generating large quantities of quality labeled data in medical imaging is
very time consuming and expensive. The performance of supervised algorithms for
various tasks on imaging has improv... | [
0,
0,
0,
1,
0,
0
] |
Title: On the status of the Born-Oppenheimer expansion in molecular systems theory,
Abstract: It is shown that the adiabatic Born-Oppenheimer expansion does not satisfy
the necessary condition for the applicability of perturbation theory. A simple
example of an exact solution of a problem that can not be obtained from ... | [
0,
1,
0,
0,
0,
0
] |
Title: Computing Tropical Prevarieties in Parallel,
Abstract: The computation of the tropical prevariety is the first step in the
application of polyhedral methods to compute positive dimensional solution sets
of polynomial systems. In particular, pretropisms are candidate leading
exponents for the power series develop... | [
1,
0,
1,
0,
0,
0
] |
Title: 3k-4 theorem for ordered groups,
Abstract: Recently, G. A. Freiman, M. Herzog, P. Longobardi, M. Maj proved two
`structure theorems' for ordered groups \cite{FHLM}. We give elementary proof
of these two theorems. | [
0,
0,
1,
0,
0,
0
] |
Title: Cosmological searches for a non-cold dark matter component,
Abstract: We explore an extended cosmological scenario where the dark matter is an
admixture of cold and additional non-cold species. The mass and temperature of
the non-cold dark matter particles are extracted from a number of cosmological
measurements... | [
0,
1,
0,
0,
0,
0
] |
Title: F-pure threshold and height of quasi-homogeneous polynomials,
Abstract: We consider a quasi-homogeneous polynomial $f \in \mathbb{Z}[x_0, \ldots,
x_N]$ of degree $w$ equal to the degree of $x_0 \cdots x_N$ and show that the
$F$-pure threshold of the reduction $f_p \in \mathbb{F}_p[x_0, \ldots, x_N]$ is
equal to ... | [
0,
0,
1,
0,
0,
0
] |
Title: Bayesian Alignments of Warped Multi-Output Gaussian Processes,
Abstract: We propose a novel Bayesian approach to modelling nonlinear alignments of
time series based on latent shared information. We apply the method to the
real-world problem of finding common structure in the sensor data of wind
turbines introduc... | [
1,
0,
0,
1,
0,
0
] |
Title: Fast and unsupervised methods for multilingual cognate clustering,
Abstract: In this paper we explore the use of unsupervised methods for detecting
cognates in multilingual word lists. We use online EM to train sound segment
similarity weights for computing similarity between two words. We tested our
online syst... | [
1,
0,
0,
0,
0,
0
] |
Title: Classification of simple linearly compact Kantor triple systems over the complex numbers,
Abstract: Simple finite dimensional Kantor triple systems over the complex numbers are
classified in terms of Satake diagrams. We prove that every simple and linearly
compact Kantor triple system has finite dimension and gi... | [
0,
0,
1,
0,
0,
0
] |
Title: Fermion condensation and super pivotal categories,
Abstract: We study fermionic topological phases using the technique of fermion
condensation. We give a prescription for performing fermion condensation in
bosonic topological phases which contain a fermion. Our approach to fermion
condensation can roughly be und... | [
0,
1,
1,
0,
0,
0
] |
Title: pyRecLab: A Software Library for Quick Prototyping of Recommender Systems,
Abstract: This paper introduces pyRecLab, a software library written in C++ with Python
bindings which allows to quickly train, test and develop recommender systems.
Although there are several software libraries for this purpose, only a f... | [
1,
0,
0,
0,
0,
0
] |
Title: A unified theory of adaptive stochastic gradient descent as Bayesian filtering,
Abstract: We formulate stochastic gradient descent (SGD) as a Bayesian filtering
problem. Inference in the Bayesian setting naturally gives rise to BRMSprop and
BAdam: Bayesian variants of RMSprop and Adam. Remarkably, the Bayesian a... | [
0,
0,
0,
1,
0,
0
] |
Title: Radiative effects during the assembly of direct collapse black holes,
Abstract: We perform a post-processing radiative feedback analysis on a 3D ab initio
cosmological simulation of an atomic cooling halo under the direct collapse
black hole (DCBH) scenario. We maintain the spatial resolution of the
simulation b... | [
0,
1,
0,
0,
0,
0
] |
Title: Critical values in Bak-Sneppen type models,
Abstract: In the Bak-Sneppen model, the lowest fitness particle and its two nearest
neighbors are renewed at each temporal step with a uniform (0,1) fitness
distribution. The model presents a critical value that depends on the
interaction criteria (two nearest neighbor... | [
0,
1,
0,
0,
0,
0
] |
Title: ASIC Implementation of Time-Domain Digital Backpropagation with Deep-Learned Chromatic Dispersion Filters,
Abstract: We consider time-domain digital backpropagation with chromatic dispersion
filters jointly optimized and quantized using machine-learning techniques.
Compared to the baseline implementations, we sh... | [
0,
0,
0,
1,
0,
0
] |
Title: A formalization of convex polyhedra based on the simplex method,
Abstract: We present a formalization of convex polyhedra in the proof assistant Coq.
The cornerstone of our work is a complete implementation of the simplex method,
together with the proof of its correctness and termination. This allows us to
defin... | [
1,
0,
1,
0,
0,
0
] |
Title: Weight Spectrum of Quasi-Perfect Binary Codes with Distance 4,
Abstract: We consider the weight spectrum of a class of quasi-perfect binary linear
codes with code distance 4. For example, extended Hamming code and Panchenko
code are the known members of this class. Also, it is known that in many cases
Panchenko ... | [
1,
0,
0,
0,
0,
0
] |
Title: Entanglement Entropy of Eigenstates of Quadratic Fermionic Hamiltonians,
Abstract: In a seminal paper [D. N. Page, Phys. Rev. Lett. 71, 1291 (1993)], Page
proved that the average entanglement entropy of subsystems of random pure
states is $S_{\rm ave}\simeq\ln{\cal D}_{\rm A} - (1/2) {\cal D}_{\rm
A}^2/{\cal D}$... | [
0,
1,
0,
0,
0,
0
] |
Title: The Compressed Model of Residual CNDS,
Abstract: Convolutional neural networks have achieved a great success in the recent
years. Although, the way to maximize the performance of the convolutional
neural networks still in the beginning. Furthermore, the optimization of the
size and the time that need to train th... | [
1,
0,
0,
0,
0,
0
] |
Title: Chow Rings of Mp_{0,2}(N,d) and Mbar_{0,2}(P^{N-1},d) and Gromov-Witten Invariants of Projective Hypersurfaces of Degree 1 and 2,
Abstract: In this paper, we prove formulas that represent two-pointed Gromov-Witten
invariant <O_{h^a}O_{h^b}>_{0,d} of projective hypersurfaces with d=1,2 in
terms of Chow ring of Mb... | [
0,
0,
1,
0,
0,
0
] |
Title: Common Glass-Forming Spin-Liquid State in the Pyrochlore Magnets Dy$_2$Ti$_2$O$_7$ and Ho$_2$Ti$_2$O$_7$,
Abstract: Despite a well-ordered pyrochlore crystal structure and strong magnetic
interactions between the Dy$^{3+}$ or Ho$^{3+}$ ions, no long range magnetic
order has been detected in the pyrochlore titana... | [
0,
1,
0,
0,
0,
0
] |
Title: CANA: A python package for quantifying control and canalization in Boolean Networks,
Abstract: Logical models offer a simple but powerful means to understand the complex
dynamics of biochemical regulation, without the need to estimate kinetic
parameters. However, even simple automata components can lead to colle... | [
1,
0,
0,
0,
1,
0
] |
Title: Stable monoenergetic ion acceleration by a two color laser tweezer,
Abstract: In the past decades, the phenomenal progress in the development of
ultraintense lasers has opened up many exciting new frontiers in laser matter
physics, including laser plasma ion acceleration. Currently a major challenge
in this fron... | [
0,
1,
0,
0,
0,
0
] |
Title: The Frequent Network Neighborhood Mapping of the Human Hippocampus Shows Much More Frequent Neighbor Sets in Males Than in Females,
Abstract: In the study of the human connectome, the vertices and the edges of the
network of the human brain are analyzed: the vertices of the graphs are the
anatomically identified... | [
0,
0,
0,
0,
1,
0
] |
Title: Recurrent Neural Networks as Weighted Language Recognizers,
Abstract: We investigate the computational complexity of various problems for simple
recurrent neural networks (RNNs) as formal models for recognizing weighted
languages. We focus on the single-layer, ReLU-activation, rational-weight RNNs
with softmax, ... | [
1,
0,
0,
0,
0,
0
] |
Title: The OGLE Collection of Variable Stars. Over 450 000 Eclipsing and Ellipsoidal Binary Systems Toward the Galactic Bulge,
Abstract: We present a collection of 450 598 eclipsing and ellipsoidal binary systems
detected in the OGLE fields toward the Galactic bulge. The collection consists
of binary systems of all typ... | [
0,
1,
0,
0,
0,
0
] |
Title: The discrete moment problem with nonconvex shape constraints,
Abstract: The discrete moment problem is a foundational problem in distribution-free
robust optimization, where the goal is to find a worst-case distribution that
satisfies a given set of moments. This paper studies the discrete moment
problems with a... | [
0,
0,
1,
1,
0,
0
] |
Title: Optimal Tuning of Two-Dimensional Keyboards,
Abstract: We give a new analysis of a tuning problem in music theory, pertaining
specifically to the approximation of harmonics on a two-dimensional keyboard.
We formulate the question as a linear programming problem on families of
constraints and provide exact soluti... | [
1,
0,
0,
0,
0,
0
] |
Title: Ultra Reliable Short Message Relaying with Wireless Power Transfer,
Abstract: We consider a dual-hop wireless network where an energy constrained relay
node first harvests energy through the received radio-frequency signal from the
source, and then uses the harvested energy to forward the source's information
to... | [
1,
0,
0,
1,
0,
0
] |
Title: Chainspace: A Sharded Smart Contracts Platform,
Abstract: Chainspace is a decentralized infrastructure, known as a distributed ledger,
that supports user defined smart contracts and executes user-supplied
transactions on their objects. The correct execution of smart contract
transactions is verifiable by all. Th... | [
1,
0,
0,
0,
0,
0
] |
Title: On Certain Properties of Convex Functions,
Abstract: This note deals with certain properties of convex functions. We provide
results on the convexity of the set of minima of these functions, the behaviour
of their subgradient set under restriction, and optimization of these functions
over an affine subspace. | [
0,
0,
1,
0,
0,
0
] |
Title: The detection of variable radio emission from the fast rotating magnetic hot B-star HR7355 and evidence for its X-ray aurorae,
Abstract: In this paper we investigate the multiwavelengths properties of the magnetic
early B-type star HR7355. We present its radio light curves at several
frequencies, taken with the ... | [
0,
1,
0,
0,
0,
0
] |
Title: Repulsive Fermi polarons with negative effective mass,
Abstract: Recent LENS experiment on a 3D Fermi gas has reported a negative effective
mass ($m^*<0$) of Fermi polarons in the strongly repulsive regime. There
naturally arise a question whether the negative $m^*$ is a precursor of the
instability towards phas... | [
0,
1,
0,
0,
0,
0
] |
Title: Entropy Formula for Random $\mathbb{Z}^k$-actions,
Abstract: In this paper, entropies, including measure-theoretic entropy and topological
entropy, are considered for random $\mathbb{Z}^k$-actions which are generated
by random compositions of the generators of $\mathbb{Z}^k$-actions. Applying
Pesin's theory for ... | [
0,
0,
1,
0,
0,
0
] |
Title: The thermal phase curve offset on tidally- and non-tidally-locked exoplanets: A shallow water model,
Abstract: Using a shallow water model with time-dependent forcing we show that the peak
of an exoplanet thermal phase curve is, in general, offset from secondary
eclipse when the planet is rotating. That is, the ... | [
0,
1,
0,
0,
0,
0
] |
Title: Extremely high magnetoresistance and conductivity in the type-II Weyl semimetals WP2 and MoP2,
Abstract: The peculiar band structure of semimetals exhibiting Dirac and Weyl crossings
can lead to spectacular electronic properties such as large mobilities
accompanied by extremely high magnetoresistance. In particu... | [
0,
1,
0,
0,
0,
0
] |
Title: Crystal structure, site selectivity, and electronic structure of layered chalcogenide LaOBiPbS3,
Abstract: We have investigated the crystal structure of LaOBiPbS3 using neutron
diffraction and synchrotron X-ray diffraction. From structural refinements, we
found that the two metal sites, occupied by Bi and Pb, we... | [
0,
1,
0,
0,
0,
0
] |
Title: On The Robustness of Epsilon Skew Extension for Burr III Distribution on Real Line,
Abstract: The Burr III distribution is used in a wide variety of fields of lifetime
data analysis, reliability theory, and financial literature, etc. It is defined
on the positive axis and has two shape parameters, say $c$ and $k... | [
0,
0,
1,
1,
0,
0
] |
Title: Topology and strong four fermion interactions in four dimensions,
Abstract: We study massless fermions interacting through a particular four fermion term
in four dimensions. Exact symmetries prevent the generation of bilinear fermion
mass terms. We determine the structure of the low energy effective action for
t... | [
0,
1,
0,
0,
0,
0
] |
Title: An Evolutionary Game for User Access Mode Selection in Fog Radio Access Networks,
Abstract: The fog radio access network (F-RAN) is a promising paradigm for the fifth
generation wireless communication systems to provide high spectral efficiency
and energy efficiency. Characterizing users to select an appropriate... | [
1,
0,
0,
0,
0,
0
] |
Title: Latent Estimation of GDP, GDP per capita, and Population from Historic and Contemporary Sources,
Abstract: The concepts of Gross Domestic Product (GDP), GDP per capita, and population
are central to the study of political science and economics. However, a growing
literature suggests that existing measures of the... | [
0,
0,
0,
1,
0,
0
] |
Title: Portfolio Optimization under Fast Mean-reverting and Rough Fractional Stochastic Environment,
Abstract: Fractional stochastic volatility models have been widely used to capture the
non-Markovian structure revealed from financial time series of realized
volatility. On the other hand, empirical studies have identi... | [
0,
0,
0,
0,
0,
1
] |
Title: Triangle Generative Adversarial Networks,
Abstract: A Triangle Generative Adversarial Network ($\Delta$-GAN) is developed for
semi-supervised cross-domain joint distribution matching, where the training
data consists of samples from each domain, and supervision of domain
correspondence is provided by only a few ... | [
1,
0,
0,
1,
0,
0
] |
Title: Bose - Einstein condensation of triplons with a weakly broken U(1) symmetry,
Abstract: The low-temperature properties of certain quantum magnets can be described in
terms of a Bose-Einstein condensation (BEC) of magnetic quasiparticles
(triplons). Some mean-field approaches (MFA) to describe these systems, based... | [
0,
1,
0,
0,
0,
0
] |
Title: LPCNet: Improving Neural Speech Synthesis Through Linear Prediction,
Abstract: Neural speech synthesis models have recently demonstrated the ability to
synthesize high quality speech for text-to-speech and compression applications.
These new models often require powerful GPUs to achieve real-time operation, so
b... | [
1,
0,
0,
0,
0,
0
] |
Title: On the interpretability and computational reliability of frequency-domain Granger causality,
Abstract: This is a comment to the paper 'A study of problems encountered in Granger
causality analysis from a neuroscience perspective'. We agree that
interpretation issues of Granger Causality in Neuroscience exist (pa... | [
0,
0,
1,
1,
0,
0
] |
Title: Artificial topological models based on a one-dimensional spin-dependent optical lattice,
Abstract: Topological matter is a popular topic in both condensed matter and cold atom
research. In the past decades, a variety of models have been identified with
fascinating topological features. Some, but not all, of the ... | [
0,
1,
0,
0,
0,
0
] |
Title: Regular irreducible characters of a hyperspecial compact group,
Abstract: A parametrization of irreducible unitary representations associated with the
regular adjoint orbits of a hyperspecial compact subgroup of a reductive group
over a non-dyadic non-archimedean local filed is presented. The parametrization
is ... | [
0,
0,
1,
0,
0,
0
] |
Title: Active Exploration Using Gaussian Random Fields and Gaussian Process Implicit Surfaces,
Abstract: In this work we study the problem of exploring surfaces and building compact
3D representations of the environment surrounding a robot through active
perception. We propose an online probabilistic framework that mer... | [
1,
0,
0,
0,
0,
0
] |
Title: Doing good vs. avoiding bad in prosocial choice: A refined test and extension of the morality preference hypothesis,
Abstract: Prosociality is fundamental to human social life, and, accordingly, much
research has attempted to explain human prosocial behavior. Capraro and Rand
(Judgment and Decision Making, 13, 9... | [
0,
0,
0,
0,
1,
0
] |
Title: Why Bohr was (Mostly) Right,
Abstract: After a discussion of the Frauchiger-Renner argument that no 'single- world'
interpretation of quantum mechanics can be self-consistent, I propose a
'Bohrian' alternative to many-worlds or QBism as the rational option. | [
0,
1,
0,
0,
0,
0
] |
Title: Simultaneous Inference for High Dimensional Mean Vectors,
Abstract: Let $X_1, \ldots, X_n\in\mathbb{R}^p$ be i.i.d. random vectors. We aim to
perform simultaneous inference for the mean vector $\mathbb{E} (X_i)$ with
finite polynomial moments and an ultra high dimension. Our approach is based on
the truncated sa... | [
0,
0,
1,
1,
0,
0
] |
Title: Responses in Large-Scale Structure,
Abstract: We introduce a rigorous definition of general power-spectrum responses as
resummed vertices with two hard and $n$ soft momenta in cosmological
perturbation theory. These responses measure the impact of long-wavelength
perturbations on the local small-scale power spec... | [
0,
1,
0,
0,
0,
0
] |
Title: Graph isomorphisms in quasi-polynomial time,
Abstract: Let us be given two graphs $\Gamma_1$, $\Gamma_2$ of $n$ vertices. Are they
isomorphic? If they are, the set of isomorphisms from $\Gamma_1$ to $\Gamma_2$
can be identified with a coset $H\cdot\pi$ inside the symmetric group on $n$
elements. How do we find $... | [
0,
0,
1,
0,
0,
0
] |
Title: Hardware-Aware Machine Learning: Modeling and Optimization,
Abstract: Recent breakthroughs in Deep Learning (DL) applications have made DL models a
key component in almost every modern computing system. The increased popularity
of DL applications deployed on a wide-spectrum of platforms have resulted in a
pletho... | [
0,
0,
0,
1,
0,
0
] |
Title: Quadratic forms and Sobolev spaces of fractional order,
Abstract: We study quadratic functionals on $L^2(\mathbb{R}^d)$ that generate seminorms
in the fractional Sobolev space $H^s(\mathbb{R}^d)$ for $0 < s < 1$. The
functionals under consideration appear in the study of Markov jump processes
and, independently,... | [
0,
0,
1,
0,
0,
0
] |
Title: General Latent Feature Modeling for Data Exploration Tasks,
Abstract: This paper introduces a general Bayesian non- parametric latent feature model
suitable to per- form automatic exploratory analysis of heterogeneous datasets,
where the attributes describing each object can be either discrete, continuous
or mix... | [
1,
0,
0,
1,
0,
0
] |
Title: The ALMA View of the OMC1 Explosion in Orion,
Abstract: Most massive stars form in dense clusters where gravitational interactions
with other stars may be common. The two nearest forming massive stars, the BN
object and Source I, located behind the Orion Nebula, were ejected with
velocities of $\sim$29 and $\sim... | [
0,
1,
0,
0,
0,
0
] |
Title: Simultaneous diagonalisation of the covariance and complementary covariance matrices in quaternion widely linear signal processing,
Abstract: Recent developments in quaternion-valued widely linear processing have
established that the exploitation of complete second-order statistics requires
consideration of both... | [
1,
0,
0,
0,
0,
0
] |
Title: Experimental determination of the frequency and field dependence of Specific Loss Power in Magnetic Fluid Hyperthermia,
Abstract: Magnetic nanoparticles are promising systems for biomedical applications and
in particular for Magnetic Fluid Hyperthermia, a promising therapy that
utilizes the heat released by such... | [
0,
1,
0,
0,
0,
0
] |
Title: Performance of Optimal Data Shaping Codes,
Abstract: Data shaping is a coding technique that has been proposed to increase the
lifetime of flash memory devices. Several data shaping codes have been
described in recent work, including endurance codes and direct shaping codes
for structured data. In this paper, we... | [
1,
0,
0,
0,
0,
0
] |
Title: Automatic Music Highlight Extraction using Convolutional Recurrent Attention Networks,
Abstract: Music highlights are valuable contents for music services. Most methods
focused on low-level signal features. We propose a method for extracting
highlights using high-level features from convolutional recurrent atten... | [
1,
0,
0,
1,
0,
0
] |
Title: On Oracle-Efficient PAC RL with Rich Observations,
Abstract: We study the computational tractability of PAC reinforcement learning with
rich observations. We present new provably sample-efficient algorithms for
environments with deterministic hidden state dynamics and stochastic rich
observations. These methods ... | [
0,
0,
0,
1,
0,
0
] |
Title: Distributed Estimation of Principal Eigenspaces,
Abstract: Principal component analysis (PCA) is fundamental to statistical machine
learning. It extracts latent principal factors that contribute to the most
variation of the data. When data are stored across multiple machines, however,
communication cost can proh... | [
0,
0,
1,
1,
0,
0
] |
Title: Invariant algebraic surfaces of the FitzHugh-Nagumo system,
Abstract: In this paper, we characterize all the irreducible Darboux polynomials and
polynomial first integrals of FitzHugh-Nagumo (F-N) system. The method of the
weight homogeneous polynomials and the characteristic curves is widely used to
give a comp... | [
0,
0,
1,
0,
0,
0
] |
Title: Toric actions and convexity in cosymplectic geometry,
Abstract: We prove a convexity theorem for Hamiltonian torus actions on compact
cosymplectic manifolds. We show that compact toric cosymplectic manifolds are
mapping tori of equivariant symplectomorphisms of toric symplectic manifolds. | [
0,
0,
1,
0,
0,
0
] |
Title: A Reassessment of Absolute Energies of the X-ray L Lines of Lanthanide Metals,
Abstract: We introduce a new technique for determining x-ray fluorescence line energies
and widths, and we present measurements made with this technique of 22 x-ray L
lines from lanthanide-series elements. The technique uses arrays of... | [
0,
1,
0,
0,
0,
0
] |
Title: Limitations of Source-Filter Coupling In Phonation,
Abstract: The coupling of vocal fold (source) and vocal tract (filter) is one of the
most critical factors in source-filter articulation theory. The traditional
linear source-filter theory has been challenged by current research which
clearly shows the impact o... | [
1,
0,
0,
0,
0,
0
] |
Title: Automatic Disambiguation of French Discourse Connectives,
Abstract: Discourse connectives (e.g. however, because) are terms that can explicitly
convey a discourse relation within a text. While discourse connectives have
been shown to be an effective clue to automatically identify discourse
relations, they are no... | [
1,
0,
0,
0,
0,
0
] |
Title: Polar codes with a stepped boundary,
Abstract: We consider explicit polar constructions of blocklength $n\rightarrow\infty$
for the two extreme cases of code rates $R\rightarrow1$ and $R\rightarrow0.$
For code rates $R\rightarrow1,$ we design codes with complexity order of $n\log
n$ in code construction, encodin... | [
1,
0,
0,
0,
0,
0
] |
Title: An efficient global optimization algorithm for maximizing the sum of two generalized Rayleigh quotients,
Abstract: Maximizing the sum of two generalized Rayleigh quotients (SRQ) can be
reformulated as a one-dimensional optimization problem, where the function
value evaluations are reduced to solving semi-definit... | [
0,
0,
1,
0,
0,
0
] |
Title: Location Dependent Dirichlet Processes,
Abstract: Dirichlet processes (DP) are widely applied in Bayesian nonparametric
modeling. However, in their basic form they do not directly integrate
dependency information among data arising from space and time. In this paper,
we propose location dependent Dirichlet proce... | [
1,
0,
0,
1,
0,
0
] |
Title: Shadows of characteristic cycles, Verma modules, and positivity of Chern-Schwartz-MacPherson classes of Schubert cells,
Abstract: Chern-Schwartz-MacPherson (CSM) classes generalize to singular and/or
noncompact varieties the classical total homology Chern class of the tangent
bundle of a smooth compact complex m... | [
0,
0,
1,
0,
0,
0
] |
Title: Effects of tunnelling and asymmetry for system-bath models of electron transfer,
Abstract: We apply the newly derived nonadiabatic golden-rule instanton theory to
asymmetric models describing electron-transfer in solution. The models go
beyond the usual spin-boson description and have anharmonic free-energy
surf... | [
0,
1,
0,
0,
0,
0
] |
Title: Self-Modifying Morphology Experiments with DyRET: Dynamic Robot for Embodied Testing,
Abstract: If robots are to become ubiquitous, they will need to be able to adapt to
complex and dynamic environments. Robots that can adapt their bodies while
deployed might be flexible and robust enough to meet this challenge.... | [
1,
0,
0,
0,
0,
0
] |
Title: TumorNet: Lung Nodule Characterization Using Multi-View Convolutional Neural Network with Gaussian Process,
Abstract: Characterization of lung nodules as benign or malignant is one of the most
important tasks in lung cancer diagnosis, staging and treatment planning. While
the variation in the appearance of the n... | [
1,
0,
0,
1,
0,
0
] |
Title: An apparatus architecture for femtosecond transmission electron microscopy,
Abstract: The motion of electrons in or near solids, liquids and gases can be tracked
by forcing their ejection with attosecond x-ray pulses, derived from
femtosecond lasers. The momentum of these emitted electrons carries the imprint
of... | [
0,
1,
0,
0,
0,
0
] |
Title: HourGlass: Predictable Time-based Cache Coherence Protocol for Dual-Critical Multi-Core Systems,
Abstract: We present a hardware mechanism called HourGlass to predictably share data in
a multi-core system where cores are explicitly designated as critical or
non-critical. HourGlass is a time-based cache coherence... | [
1,
0,
0,
0,
0,
0
] |
Title: Frictional Effects on RNA Folding: Speed Limit and Kramers Turnover,
Abstract: We investigated frictional effects on the folding rates of a human telomerase
hairpin (hTR HP) and H-type pseudoknot from the Beet Western Yellow Virus (BWYV
PK) using simulations of the Three Interaction Site (TIS) model for RNA. The... | [
0,
0,
0,
0,
1,
0
] |
Title: Adversarial examples for generative models,
Abstract: We explore methods of producing adversarial examples on deep generative
models such as the variational autoencoder (VAE) and the VAE-GAN. Deep learning
architectures are known to be vulnerable to adversarial examples, but previous
work has focused on the appl... | [
0,
0,
0,
1,
0,
0
] |
Title: What Would a Graph Look Like in This Layout? A Machine Learning Approach to Large Graph Visualization,
Abstract: Using different methods for laying out a graph can lead to very different
visual appearances, with which the viewer perceives different information.
Selecting a "good" layout method is thus important ... | [
1,
0,
0,
1,
0,
0
] |
Title: A sure independence screening procedure for ultra-high dimensional partially linear additive models,
Abstract: We introduce a two-step procedure, in the context of ultra-high dimensional
additive models, which aims to reduce the size of covariates vector and
distinguish linear and nonlinear effects among nonzero... | [
0,
0,
1,
1,
0,
0
] |
Title: Hilbert Transformation and $r\mathrm{Spin}(n)+\mathbb{R}^n$ Group,
Abstract: In this paper we study symmetry properties of the Hilbert transformation of
several real variables in the Clifford algebra setting. In order to describe
the symmetry properties we introduce the group $r\mathrm{Spin}(n)+\mathbb{R}^n,
r>0... | [
0,
0,
1,
0,
0,
0
] |
Title: (G, μ)-displays and Rapoport-Zink spaces,
Abstract: Let (G, \mu) be a pair of a reductive group G over the p-adic integers and a
minuscule cocharacter {\mu} of G defined over an unramified extension. We
introduce and study "(G, \mu)-displays" which generalize Zink's Witt vector
displays. We use these to define c... | [
0,
0,
1,
0,
0,
0
] |
Title: Estimates of covering type and the number of vertices of minimal triangulations,
Abstract: The covering type of a space $X$ is defined as the minimal cardinality of a
good cover of a space that is homotopy equivalent to $X$. We derive estimates
for the covering type of $X$ in terms of other invariants of $X$, na... | [
0,
0,
1,
0,
0,
0
] |
Title: DNA insertion mutations can be predicted by a periodic probability function,
Abstract: It is generally difficult to predict the positions of mutations in genomic
DNA at the nucleotide level. Retroviral DNA insertion is one mode of mutation,
resulting in host infections that are difficult to treat. This mutation ... | [
0,
1,
0,
0,
0,
0
] |
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