text stringlengths 57 2.88k | labels listlengths 6 6 |
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Title: Comparing the fractal basins of attraction in the Hill problem with oblateness and radiation,
Abstract: The basins of convergence, associated with the roots (attractors) of a
complex equation, are revealed in the Hill problem with oblateness and
radiation, using a large variety of numerical methods. Three cases ... | [
0,
1,
0,
0,
0,
0
] |
Title: Parameters for Generalized Hecke Algebras in Type B,
Abstract: The irreducible representations of full support in the rational Cherednik
category $\mathcal{O}_c(W)$ attached to a Coxeter group $W$ are in bijection
with the irreducible representations of an associated Iwahori-Hecke algebra.
Recent work has shown ... | [
0,
0,
1,
0,
0,
0
] |
Title: Arbitrage-Free Interpolation in Models of Market Observable Interest Rates,
Abstract: Models which postulate lognormal dynamics for interest rates which are
compounded according to market conventions, such as forward LIBOR or forward
swap rates, can be constructed initially in a discrete tenor framework.
Interpo... | [
0,
0,
0,
0,
0,
1
] |
Title: Bayesian Simultaneous Estimation for Means in $k$ Sample Problems,
Abstract: This paper is concerned with the simultaneous estimation of $k$ population
means when one suspects that the $k$ means are nearly equal. As an alternative
to the preliminary test estimator based on the test statistics for testing
hypothe... | [
0,
0,
1,
1,
0,
0
] |
Title: The Camassa--Holm Equation and The String Density Problem,
Abstract: In this paper we review the recent progress in the (indefinite) string
density problem and its applications to the Camassa--Holm equation. | [
0,
0,
1,
0,
0,
0
] |
Title: A simple efficient density estimator that enables fast systematic search,
Abstract: This paper introduces a simple and efficient density estimator that enables
fast systematic search. To show its advantage over commonly used kernel density
estimator, we apply it to outlying aspects mining. Outlying aspects minin... | [
1,
0,
0,
1,
0,
0
] |
Title: Perches, Post-holes and Grids,
Abstract: The "Planning in the Early Medieval Landscape" project (PEML)
<this http URL>,
funded by the Leverhulme Trust, has organized and collated a substantial
quantity of images, and has used this as evidence to support the hypothesis
that Anglo-Saxon building construction was b... | [
0,
0,
0,
1,
0,
0
] |
Title: Sharp bounds for population recovery,
Abstract: The population recovery problem is a basic problem in noisy unsupervised
learning that has attracted significant research attention in recent years
[WY12,DRWY12, MS13, BIMP13, LZ15,DST16]. A number of different variants of this
problem have been studied, often unde... | [
1,
0,
1,
1,
0,
0
] |
Title: MultiBUGS: A parallel implementation of the BUGS modelling framework for faster Bayesian inference,
Abstract: MultiBUGS (this https URL) is a new version of the general-purpose
Bayesian modelling software BUGS that implements a generic algorithm for
parallelising Markov chain Monte Carlo (MCMC) algorithms to spe... | [
0,
0,
0,
1,
0,
0
] |
Title: Road to safe autonomy with data and formal reasoning,
Abstract: We present an overview of recently developed data-driven tools for safety
analysis of autonomous vehicles and advanced driver assist systems. The core
algorithms combine model-based, hybrid system reachability analysis with
sensitivity analysis of c... | [
1,
0,
0,
0,
0,
0
] |
Title: Social Events in a Time-Varying Mobile Phone Graph,
Abstract: The large-scale study of human mobility has been significantly enhanced over
the last decade by the massive use of mobile phones in urban populations.
Studying the activity of mobile phones allows us, not only to infer social
networks between individu... | [
1,
1,
0,
0,
0,
0
] |
Title: Range Assignment of Base-Stations Maximizing Coverage Area without Interference,
Abstract: We study the problem of assigning non-overlapping geometric objects centered
at a given set of points such that the sum of area covered by them is
maximized. If the points are placed on a straight-line and the objects are
... | [
1,
0,
0,
0,
0,
0
] |
Title: A Polylogarithm Solution to the Epsilon--Delta Problem,
Abstract: Let $f$ be a continuous real function defined in a subset of the real line.
The standard definition of continuity at a point $x$ allow us to correlate any
given epsilon with a (possibly depending of $x$) delta value. This pairing is
known as the e... | [
0,
0,
1,
0,
0,
0
] |
Title: Pricing of debt and equity in a financial network with comonotonic endowments,
Abstract: In this paper we present formulas for the valuation of debt and equity of
firms in a financial network under comonotonic endowments. We demonstrate that
the comonotonic setting provides a lower bound to the price of debt und... | [
0,
0,
0,
0,
0,
1
] |
Title: Resolvent expansion for the Schrödinger operator on a graph with infinite rays,
Abstract: We consider the Schrödinger operator on a combinatorial graph consisting of
a finite graph and a finite number of discrete half-lines, all jointed
together, and compute an asymptotic expansion of its resolvent around the
th... | [
0,
0,
1,
0,
0,
0
] |
Title: Space-Filling Fractal Description of Ion-induced Local Thermal Spikes in Molecular Solid of ZnO,
Abstract: Anions of the molecules ZnO, O2 and atomic Zn and O constitute mass spectra
of the species sputtered from pellets of molecular solid of ZnO under Cs+
irradiation. Their normalized yields are independent of ... | [
0,
1,
0,
0,
0,
0
] |
Title: Integrable modules over affine Lie superalgebras sl(1|n)^,
Abstract: We describe the category of integrable sl(1|n)^ -modules with the positive
central charge and show that the irreducible modules provide the full set of
irreducible representations for the corresponding simple vertex algebra. | [
0,
0,
1,
0,
0,
0
] |
Title: LocDyn: Robust Distributed Localization for Mobile Underwater Networks,
Abstract: How to self-localize large teams of underwater nodes using only noisy range
measurements? How to do it in a distributed way, and incorporating dynamics
into the problem? How to reject outliers and produce trustworthy position
estim... | [
1,
0,
1,
1,
0,
0
] |
Title: High-speed X-ray imaging spectroscopy system with Zynq SoC for solar observations,
Abstract: We have developed a system combining a back-illuminated
Complementary-Metal-Oxide-Semiconductor (CMOS) imaging sensor and Xilinx Zynq
System-on-Chip (SoC) device for a soft X-ray (0.5-10 keV) imaging spectroscopy
observa... | [
0,
1,
0,
0,
0,
0
] |
Title: Cooperative Multi-Sender Index Coding,
Abstract: In this paper, we propose a new coding scheme and establish new bounds on the
capacity region for the multi-sender unicast index-coding problem. We revisit
existing partitioned Distributed Composite Coding (DCC) proposed by Sadeghi et
al. and identify its limitati... | [
1,
0,
1,
0,
0,
0
] |
Title: Comment on "Eshelby twist and correlation effects in diffraction from nanocrystals" [J. Appl. Phys. 117, 164304 (2015)],
Abstract: The aim of this comment is to show that anisotropic effects and image fields
should not be omitted as they are in the publication of A. Leonardi, S. Ryu, N.
M. Pugno, and P. Scardi (... | [
0,
1,
0,
0,
0,
0
] |
Title: Variational Community Partition with Novel Network Structure Centrality Prior,
Abstract: In this paper, we proposed a novel two-stage optimization method for network
community partition, which is based on inherent network structure information.
The introduced optimization approach utilizes the new network centra... | [
1,
0,
0,
0,
0,
0
] |
Title: Possible formation pathways for the low density Neptune-mass planet HAT-P-26b,
Abstract: We investigate possible pathways for the formation of the low density
Neptune-mass planet HAT-P-26b. We use two formation different models based on
pebbles and planetesimals accretion, and includes gas accretion, disk migrat... | [
0,
1,
0,
0,
0,
0
] |
Title: Shape Classification using Spectral Graph Wavelets,
Abstract: Spectral shape descriptors have been used extensively in a broad spectrum of
geometry processing applications ranging from shape retrieval and segmentation
to classification. In this pa- per, we propose a spectral graph wavelet
approach for 3D shape c... | [
1,
0,
0,
0,
0,
0
] |
Title: Dynamical inverse problem for Jacobi matrices,
Abstract: We consider the inverse dynamical problem for the dynamical system with
discrete time associated with the semi-infinite Jacobi matrix. We solve the
inverse problem for such a system and answer a question on the characterization
of the inverse data. As a by... | [
0,
0,
1,
0,
0,
0
] |
Title: A short note on the computation of the generalised Jacobsthal function for paired progressions,
Abstract: Jacobsthal's function was recently generalised for the case of paired
progressions. It was proven that a specific bound of this function is
sufficient for the truth of Goldbach's conjecture and of the prime ... | [
0,
0,
1,
0,
0,
0
] |
Title: Improved SVD-based Initialization for Nonnegative Matrix Factorization using Low-Rank Correction,
Abstract: Due to the iterative nature of most nonnegative matrix factorization
(\textsc{NMF}) algorithms, initialization is a key aspect as it significantly
influences both the convergence and the final solution obt... | [
1,
0,
0,
1,
0,
0
] |
Title: Connectivity jamming game for physical layer attack in peer to peer networks,
Abstract: Because of the open access nature of wireless communications, wireless
networks can suffer from malicious activity, such as jamming attacks, aimed at
undermining the network's ability to sustain communication links and accept... | [
1,
0,
0,
0,
0,
0
] |
Title: Global Symmetries, Counterterms, and Duality in Chern-Simons Matter Theories with Orthogonal Gauge Groups,
Abstract: We study three-dimensional gauge theories based on orthogonal groups.
Depending on the global form of the group these theories admit discrete
$\theta$-parameters, which control the weights in the ... | [
0,
1,
0,
0,
0,
0
] |
Title: Tail sums of Wishart and GUE eigenvalues beyond the bulk edge,
Abstract: Consider the classical Gaussian unitary ensemble of size $N$ and the real
Wishart ensemble $W_N(n,I)$. In the limits as $N \to \infty$ and $N/n \to
\gamma > 0$, the expected number of eigenvalues that exit the upper bulk edge
is less than o... | [
0,
0,
1,
1,
0,
0
] |
Title: Ultrafast Energy Transfer with Competing Channels: Non-equilibrium Foerster and Modified Redfield Theories,
Abstract: We derive equations of motion for the reduced density matrix of a molecular
system which undergoes energy transfer dynamics competing with fast internal
conversion channels. Environmental degrees... | [
0,
1,
0,
0,
0,
0
] |
Title: Observation of non-Fermi liquid behavior in hole doped Eu2Ir2O7,
Abstract: The Weyl semimetallic compound Eu2Ir2O7 along with its hole doped derivatives
(which is achieved by substituting trivalent Eu by divalent Sr) are
investigated through transport, magnetic and calorimetric studies. The
metal-insulator trans... | [
0,
1,
0,
0,
0,
0
] |
Title: Galactic Outflows, Star Formation Histories, and Timescales in Starburst Dwarf Galaxies from STARBIRDS,
Abstract: Winds are predicted to be ubiquitous in low-mass, actively star-forming
galaxies. Observationally, winds have been detected in relatively few local
dwarf galaxies, with even fewer constraints placed ... | [
0,
1,
0,
0,
0,
0
] |
Title: Compact microwave kinetic inductance nanowire galvanometer for cryogenic detectors at 4.2 K,
Abstract: We present a compact current sensor based on a superconducting microwave
lumped-element resonator with a nanowire kinetic inductor, operating at 4.2 K.
The sensor is suitable for multiplexed readout in GHz rang... | [
0,
1,
0,
0,
0,
0
] |
Title: Evolution of dust extinction curves in galaxy simulation,
Abstract: To understand the evolution of extinction curve, we calculate the dust
evolution in a galaxy using smoothed particle hydrodynamics simulations
incorporating stellar dust production, dust destruction in supernova shocks,
grain growth by accretion... | [
0,
1,
0,
0,
0,
0
] |
Title: Witten Deformation And Some Topics Relating To It,
Abstract: This is a simple reading report of professor Weiping Zhang's lectures. In
this article we will mainly introduce the basic ideas of Witten deformation,
which were first introduced by Edward Witten on, and some applications of it.
The first part of this ... | [
0,
0,
1,
0,
0,
0
] |
Title: Inverse sensitivity of plasmonic nanosensors at the single-molecule limit,
Abstract: Recent work using plasmonic nanosensors in a clinically relevant detection
assay reports extreme sensitivity based upon a mechanism termed 'inverse
sensitivity', whereby reduction of substrate concentration increases reaction
ra... | [
0,
1,
0,
0,
0,
0
] |
Title: On approximation of Ginzburg-Landau minimizers by $\mathbb S^1$-valued maps in domains with vanishingly small holes,
Abstract: We consider a two-dimensional Ginzburg-Landau problem on an arbitrary domain
with a finite number of vanishingly small circular holes. A special choice of
scaling relation between the ma... | [
0,
0,
1,
0,
0,
0
] |
Title: A Theory of Solvability for Lossless Power Flow Equations -- Part II: Conditions for Radial Networks,
Abstract: This two-part paper details a theory of solvability for the power flow
equations in lossless power networks. In Part I, we derived a new formulation
of the lossless power flow equations, which we term ... | [
0,
0,
1,
0,
0,
0
] |
Title: Coordination game in bidirectional flow,
Abstract: We have introduced evolutionary game dynamics to a one-dimensional
cellular-automaton to investigate evolution and maintenance of cooperative
avoiding behavior of self-driven particles in bidirectional flow. In our model,
there are two kinds of particles, which ... | [
1,
1,
0,
0,
0,
0
] |
Title: Leaderboard Effects on Player Performance in a Citizen Science Game,
Abstract: Quantum Moves is a citizen science game that investigates the ability of
humans to solve complex physics challenges that are intractable for computers.
During the launch of Quantum Moves in April 2016 the game's leaderboard
function b... | [
0,
1,
0,
0,
0,
0
] |
Title: Marchenko-based target replacement, accounting for all orders of multiple reflections,
Abstract: In seismic monitoring one is usually interested in the response of a changing
target zone, embedded in a static inhomogeneous medium. We introduce an
efficient method which predicts reflection responses at the earth'... | [
0,
1,
0,
0,
0,
0
] |
Title: Bayesian model checking: A comparison of tests,
Abstract: Two procedures for checking Bayesian models are compared using a simple test
problem based on the local Hubble expansion. Over four orders of magnitude,
p-values derived from a global goodness-of-fit criterion for posterior
probability density functions (... | [
0,
1,
0,
1,
0,
0
] |
Title: Idempotents in Intersection of the Kernel and the Image of Locally Finite Derivations and $\mathcal E$-derivations,
Abstract: Let $K$ be a field of characteristic zero, $\mathcal A$ a $K$-algebra and
$\delta$ a $K$-derivation of $\mathcal A$ or $K$-$\mathcal E$-derivation of
$\mathcal A$ (i.e., $\delta=\operator... | [
0,
0,
1,
0,
0,
0
] |
Title: A connection between the good property of an Artinian Gorenstein local ring and that of its quotient modulo socle,
Abstract: Following Roos, we say that a local ring $R$ is good if all finitely
generated $R$-modules have rational Poincaré series over $R$, sharing a
common denominator. Rings with the Backelin-Roo... | [
0,
0,
1,
0,
0,
0
] |
Title: Towards Efficient Verification of Population Protocols,
Abstract: Population protocols are a well established model of computation by
anonymous, identical finite state agents. A protocol is well-specified if from
every initial configuration, all fair executions reach a common consensus. The
central verification ... | [
1,
0,
0,
0,
0,
0
] |
Title: Simplicial Homotopy Theory, Link Homology and Khovanov Homology,
Abstract: The purpose of this note is to point out that simplicial methods and the
well-known Dold-Kan construction in simplicial homotopy theory can be
fruitfully applied to convert link homology theories into homotopy theories.
Dold and Kan prove... | [
0,
0,
1,
0,
0,
0
] |
Title: Optimised Maintenance of Datalog Materialisations,
Abstract: To efficiently answer queries, datalog systems often materialise all
consequences of a datalog program, so the materialisation must be updated
whenever the input facts change. Several solutions to the materialisation
update problem have been proposed. ... | [
1,
0,
0,
0,
0,
0
] |
Title: Inversion of some curvature operators near a parallel Ricci metric II: Non-compact manifold with bounded geometry,
Abstract: Let (M,g) be a complete noncompact riemannian manifold with bounded geometry
and parallel Ricci curvature. We show that some operators, "affine" relatively
to the Ricci curvature, are loca... | [
0,
0,
1,
0,
0,
0
] |
Title: Partisan gerrymandering with geographically compact districts,
Abstract: Bizarrely shaped voting districts are frequently lambasted as likely
instances of gerrymandering. In order to systematically identify such
instances, researchers have devised several tests for so-called geographic
compactness (i.e., shape n... | [
0,
0,
1,
0,
0,
0
] |
Title: Random Scalar Fields and Hyperuniformity,
Abstract: Disordered many-particle hyperuniform systems are exotic amorphous states of
matter that lie between crystals and liquids. Hyperuniform systems have
attracted recent attention because they are endowed with novel transport and
optical properties. Recently, the h... | [
0,
1,
0,
0,
0,
0
] |
Title: Methodological Approach for the Design of a Complex Inclusive Human-Machine System,
Abstract: Modern industrial automatic machines and robotic cells are equipped with
highly complex human-machine interfaces (HMIs) that often prevent human
operators from an effective use of the automatic systems. In particular, t... | [
1,
0,
0,
0,
0,
0
] |
Title: Deep learning for comprehensive forecasting of Alzheimer's Disease progression,
Abstract: Most approaches to machine learning from electronic health data can only
predict a single endpoint. Here, we present an alternative that uses
unsupervised deep learning to simulate detailed patient trajectories. We use
data... | [
0,
0,
0,
1,
0,
0
] |
Title: Experimental constraints on the rheology, eruption and emplacement dynamics of analog lavas comparable to Mercury's northern volcanic plains,
Abstract: We present new viscosity measurements of a synthetic silicate system
considered an analogue for the lava erupted on the surface of Mercury. In
particular, we foc... | [
0,
1,
0,
0,
0,
0
] |
Title: Empirical Bayes Estimators for High-Dimensional Sparse Vectors,
Abstract: The problem of estimating a high-dimensional sparse vector
$\boldsymbol{\theta} \in \mathbb{R}^n$ from an observation in i.i.d. Gaussian
noise is considered. The performance is measured using squared-error loss. An
empirical Bayes shrinkag... | [
0,
0,
1,
1,
0,
0
] |
Title: Self-consistent DFT+U method for real-space time-dependent density functional theory calculations,
Abstract: We implemented various DFT+U schemes, including the ACBN0 self-consistent
density-functional version of the DFT+U method [Phys. Rev. X 5, 011006 (2015)]
within the massively parallel real-space time-depen... | [
0,
1,
0,
0,
0,
0
] |
Title: The search for neutron-antineutron oscillations at the Sudbury Neutrino Observatory,
Abstract: Tests on $B-L$ symmetry breaking models are important probes to search for
new physics. One proposed model with $\Delta(B-L)=2$ involves the oscillations
of a neutron to an antineutron. In this paper a new limit on thi... | [
0,
1,
0,
0,
0,
0
] |
Title: Compact Multi-Class Boosted Trees,
Abstract: Gradient boosted decision trees are a popular machine learning technique, in
part because of their ability to give good accuracy with small models. We
describe two extensions to the standard tree boosting algorithm designed to
increase this advantage. The first improv... | [
1,
0,
0,
1,
0,
0
] |
Title: Road Friction Estimation for Connected Vehicles using Supervised Machine Learning,
Abstract: In this paper, the problem of road friction prediction from a fleet of
connected vehicles is investigated. A framework is proposed to predict the road
friction level using both historical friction data from the connected... | [
1,
0,
0,
1,
0,
0
] |
Title: A Decentralized Mobile Computing Network for Multi-Robot Systems Operations,
Abstract: Collective animal behaviors are paradigmatic examples of fully decentralized
operations involving complex collective computations such as collective turns
in flocks of birds or collective harvesting by ants. These systems offe... | [
1,
0,
0,
0,
0,
0
] |
Title: Deep Architectures for Neural Machine Translation,
Abstract: It has been shown that increasing model depth improves the quality of neural
machine translation. However, different architectural variants to increase
model depth have been proposed, and so far, there has been no thorough
comparative study.
In this wo... | [
1,
0,
0,
0,
0,
0
] |
Title: Reinforcement Learning of Speech Recognition System Based on Policy Gradient and Hypothesis Selection,
Abstract: Speech recognition systems have achieved high recognition performance for
several tasks. However, the performance of such systems is dependent on the
tremendously costly development work of preparing ... | [
1,
0,
0,
1,
0,
0
] |
Title: Profile-Based Ad Hoc Social Networking Using Wi-Fi Direct on the Top of Android,
Abstract: Ad-hoc Social Networks have become popular to support novel applications
related to location-based mobile services that are of great importance to users
and businesses. Unlike traditional social services using a centralize... | [
1,
0,
0,
0,
0,
0
] |
Title: An a posteriori error analysis for a coupled continuum pipe-flow/Darcy model in Karst aquifers: anisotropic and isotropic discretizations,
Abstract: This paper presents an a posteriori error analysis for a coupled continuum
pipe-flow/Darcy model in karst aquifers. We consider a unified anisotropic
finite element... | [
0,
0,
1,
0,
0,
0
] |
Title: A Hybrid DOS-Tolerant PKC-Based Key Management System for WSNs,
Abstract: Security is a critical and vital task in wireless sensor networks, therefore
different key management systems have been proposed, many of which are based on
symmetric cryptography. Such systems are very energy efficient, but they lack
some... | [
1,
0,
0,
0,
0,
0
] |
Title: Enceladus's crust as a non-uniform thin shell: I Tidal deformations,
Abstract: The geologic activity at Enceladus's south pole remains unexplained, though
tidal deformations are probably the ultimate cause. Recent gravity and
libration data indicate that Enceladus's icy crust floats on a global ocean, is
rather ... | [
0,
1,
0,
0,
0,
0
] |
Title: Minimax Rates and Efficient Algorithms for Noisy Sorting,
Abstract: There has been a recent surge of interest in studying permutation-based
models for ranking from pairwise comparison data. Despite being structurally
richer and more robust than parametric ranking models, permutation-based models
are less well un... | [
1,
0,
1,
1,
0,
0
] |
Title: Automated Synthesis of Secure Platform Mappings,
Abstract: System development often involves decisions about how a high-level design is
to be implemented using primitives from a low-level platform. Certain
decisions, however, may introduce undesirable behavior into the resulting
implementation, possibly leading ... | [
1,
0,
0,
0,
0,
0
] |
Title: Timely Feedback in Unstructured Cybersecurity Exercises,
Abstract: Cyber defence exercises are intensive, hands-on learning events for teams of
professionals who gain or develop their skills to successfully prevent and
respond to cyber attacks. The exercises mimic the real-life, routine operation
of an organizat... | [
1,
0,
0,
0,
0,
0
] |
Title: An $ω$-Algebra for Real-Time Energy Problems,
Abstract: We develop a $^*$-continuous Kleene $\omega$-algebra of real-time energy
functions. Together with corresponding automata, these can be used to model
systems which can consume and regain energy (or other types of resources)
depending on available time. Using... | [
1,
0,
0,
0,
0,
0
] |
Title: Trajectory Normalized Gradients for Distributed Optimization,
Abstract: Recently, researchers proposed various low-precision gradient compression,
for efficient communication in large-scale distributed optimization. Based on
these work, we try to reduce the communication complexity from a new direction.
We pursu... | [
1,
0,
0,
1,
0,
0
] |
Title: On the convergence of mirror descent beyond stochastic convex programming,
Abstract: In this paper, we examine the convergence of mirror descent in a class of
stochastic optimization problems that are not necessarily convex (or even
quasi-convex), and which we call variationally coherent. Since the standard
tech... | [
1,
0,
1,
0,
0,
0
] |
Title: Can MPTCP Secure Internet Communications from Man-in-the-Middle Attacks?,
Abstract: -Multipath communications at the Internet scale have been a myth for a long
time, with no actual protocol being deployed so that multiple paths could be
taken by a same connection on the way towards an Internet destination.
Recen... | [
1,
0,
0,
0,
0,
0
] |
Title: Network Structure of Two-Dimensional Decaying Isotropic Turbulence,
Abstract: The present paper reports on our effort to characterize vortical interactions
in complex fluid flows through the use of network analysis. In particular, we
examine the vortex interactions in two-dimensional decaying isotropic
turbulenc... | [
0,
1,
0,
0,
0,
0
] |
Title: Pattern Generation for Walking on Slippery Terrains,
Abstract: In this paper, we extend state of the art Model Predictive Control (MPC)
approaches to generate safe bipedal walking on slippery surfaces. In this
setting, we formulate walking as a trade off between realizing a desired
walking velocity and preservin... | [
1,
0,
0,
0,
0,
0
] |
Title: Fisher-Rao Metric, Geometry, and Complexity of Neural Networks,
Abstract: We study the relationship between geometry and capacity measures for deep
neural networks from an invariance viewpoint. We introduce a new notion of
capacity --- the Fisher-Rao norm --- that possesses desirable invariance
properties and is... | [
1,
0,
0,
1,
0,
0
] |
Title: YUI and HANA: Control and Visualization Programs for HRC in J-PARC,
Abstract: We developed control and visualization programs, YUI and HANA, for High-
Resolution Chopper spectrometer (HRC) installed at BL12 in MLF, J-PARC. YUI is
a comprehensive program to control DAQ-middleware, the accessories, and sample
envi... | [
0,
1,
0,
0,
0,
0
] |
Title: A generalization of a theorem of Hurewicz for quasi-Polish spaces,
Abstract: We identify four countable topological spaces $S_2$, $S_1$, $S_D$, and $S_0$
which serve as canonical examples of topological spaces which fail to be
quasi-Polish. These four spaces respectively correspond to the $T_2$, $T_1$,
$T_D$, an... | [
1,
0,
1,
0,
0,
0
] |
Title: Reconstruction of stochastic 3-D signals with symmetric statistics from 2-D projection images motivated by cryo-electron microscopy,
Abstract: Cryo-electron microscopy provides 2-D projection images of the 3-D electron
scattering intensity of many instances of the particle under study (e.g., a
virus). Both symme... | [
0,
1,
0,
1,
0,
0
] |
Title: Gradient estimates for singular quasilinear elliptic equations with measure data,
Abstract: In this paper, we prove $L^q$-estimates for gradients of solutions to
singular quasilinear elliptic equations with measure data
$$-\operatorname{div}(A(x,\nabla u))=\mu,$$ in a bounded domain
$\Omega\subset\mathbb{R}^{N}$... | [
0,
0,
1,
0,
0,
0
] |
Title: Learning Feature Nonlinearities with Non-Convex Regularized Binned Regression,
Abstract: For various applications, the relations between the dependent and independent
variables are highly nonlinear. Consequently, for large scale complex problems,
neural networks and regression trees are commonly preferred over l... | [
1,
0,
1,
1,
0,
0
] |
Title: Empirical distributions of the robustified $t$-test statistics,
Abstract: Based on the median and the median absolute deviation estimators, and the
Hodges-Lehmann and Shamos estimators, robustified analogues of the conventional
$t$-test statistic are proposed. The asymptotic distributions of these
statistics are... | [
0,
0,
0,
1,
0,
0
] |
Title: Exponential error rates of SDP for block models: Beyond Grothendieck's inequality,
Abstract: In this paper we consider the cluster estimation problem under the Stochastic
Block Model. We show that the semidefinite programming (SDP) formulation for
this problem achieves an error rate that decays exponentially in ... | [
1,
0,
1,
1,
0,
0
] |
Title: Large-Margin Classification in Hyperbolic Space,
Abstract: Representing data in hyperbolic space can effectively capture latent
hierarchical relationships. With the goal of enabling accurate classification
of points in hyperbolic space while respecting their hyperbolic geometry, we
introduce hyperbolic SVM, a hy... | [
0,
0,
0,
1,
0,
0
] |
Title: The airglow layer emission altitude cannot be determined unambiguously from temperature comparison with lidars,
Abstract: I investigate the nightly mean emission height and width of the OH*(3-1)
layer by comparing nightly mean temperatures measured by the ground-based
spectrometer GRIPS 9 and the Na lidar at ALO... | [
0,
1,
0,
0,
0,
0
] |
Title: Microscopic origin of the mobility enhancement at a spinel/perovskite oxide heterointerface revealed by photoemission spectroscopy,
Abstract: The spinel/perovskite heterointerface $\gamma$-Al$_2$O$_3$/SrTiO$_3$ hosts a
two-dimensional electron system (2DES) with electron mobilities exceeding those
in its all-per... | [
0,
1,
0,
0,
0,
0
] |
Title: Ordered Monoids: Languages and Relations,
Abstract: We give a finite axiomatization for the variety generated by relational,
integral ordered monoids. As a corollary we get a finite axiomatization for the
language interpretation as well. | [
0,
0,
1,
0,
0,
0
] |
Title: On the secrecy gain of $\ell$-modular lattices,
Abstract: We show that for every $\ell>1$, there is a counterexample to the
$\ell$-modular secrecy function conjecture by Oggier, Solé and Belfiore.
These counterexamples all satisfy the modified conjecture by Ernvall-Hytönen
and Sethuraman. Furthermore, we provide... | [
0,
0,
1,
0,
0,
0
] |
Title: Extremal invariant polynomials not satisfying the Riemann hypothesis,
Abstract: Zeta functions for linear codes were defined by Iwan Duursma in 1999. They
were generalized to the case of some invariant polynomials by the preset
author. One of the most important problems is whether extremal weight
enumerators sat... | [
0,
0,
1,
0,
0,
0
] |
Title: Fourier analysis of serial dependence measures,
Abstract: Classical spectral analysis is based on the discrete Fourier transform of the
auto-covariances. In this paper we investigate the asymptotic properties of new
frequency domain methods where the auto-covariances in the spectral density are
replaced by alter... | [
0,
0,
1,
1,
0,
0
] |
Title: HVACKer: Bridging the Air-Gap by Attacking the Air Conditioning System,
Abstract: Modern corporations physically separate their sensitive computational
infrastructure from public or other accessible networks in order to prevent
cyber-attacks. However, attackers still manage to infect these networks, either
by me... | [
1,
0,
0,
0,
0,
0
] |
Title: Koszul binomial edge ideals of pairs of graphs,
Abstract: We study the Koszul property of a standard graded $K$-algebra $R$ defined by
the binomial edge ideal of a pair of graphs $(G_1,G_2)$. We show that the
following statements are equivalent: (i) $R$ is Koszul; (ii) the defining ideal
$J_{G_1,G_2}$ of $R$ has... | [
0,
0,
1,
0,
0,
0
] |
Title: On Loss Functions for Deep Neural Networks in Classification,
Abstract: Deep neural networks are currently among the most commonly used classifiers.
Despite easily achieving very good performance, one of the best selling points
of these models is their modular design - one can conveniently adapt their
architectu... | [
1,
0,
0,
0,
0,
0
] |
Title: Are theoretical results 'Results'?,
Abstract: Yes. | [
0,
0,
0,
0,
1,
0
] |
Title: Self-supervised learning of visual features through embedding images into text topic spaces,
Abstract: End-to-end training from scratch of current deep architectures for new
computer vision problems would require Imagenet-scale datasets, and this is not
always possible. In this paper we present a method that is ... | [
1,
0,
0,
0,
0,
0
] |
Title: Detector sampling of optical/IR spectra: how many pixels per FWHM?,
Abstract: Most optical and IR spectra are now acquired using detectors with
finite-width pixels in a square array. This paper examines the effects of such
pixellation, using computed simulations to illustrate the effects which most
concern the a... | [
0,
1,
0,
0,
0,
0
] |
Title: Accurate Single Stage Detector Using Recurrent Rolling Convolution,
Abstract: Most of the recent successful methods in accurate object detection and
localization used some variants of R-CNN style two stage Convolutional Neural
Networks (CNN) where plausible regions were proposed in the first stage then
followed ... | [
1,
0,
0,
0,
0,
0
] |
Title: On separable higher Gauss maps,
Abstract: We study the $m$-th Gauss map in the sense of F.~L.~Zak of a projective
variety $X \subset \mathbb{P}^N$ over an algebraically closed field in any
characteristic. For all integer $m$ with $n:=\dim(X) \leq m < N$, we show that
the contact locus on $X$ of a general tangent... | [
0,
0,
1,
0,
0,
0
] |
Title: Diffeomorphisms of the closed unit disc converging to the identity,
Abstract: If $\mathcal{G}$ is the group (under composition) of diffeomorphisms $f :
{\bar{D}}(0;1) \rightarrow {\bar{D}}(0;1)$ of the closed unit disc
${\bar{D}}(0;1)$ which are the identity map $id : {\bar{D}}(0;1) \rightarrow
{\bar{D}}(0;1)$ o... | [
0,
0,
1,
0,
0,
0
] |
Title: Spitzer Secondary Eclipses of Qatar-1b,
Abstract: Previous secondary eclipse observations of the hot Jupiter Qatar-1b in the Ks
band suggest that it may have an unusually high day side temperature,
indicative of minimal heat redistribution. There have also been indications
that the orbit may be slightly eccentri... | [
0,
1,
0,
0,
0,
0
] |
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