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\section{Extensions} \label{sec:extensions} In this section we introduce two extensions to our relaxed-rigidity trajectory planner--joint acceleration smoothness and collision avoidance. We additionally propose an object pose feedback controller to compensate for errors encountered during execution of the in-grasp plan...
{ "timestamp": "2018-06-12T02:06:40", "yymm": "1806", "arxiv_id": "1806.00942", "language": "en", "url": "https://arxiv.org/abs/1806.00942" }
\section{Introduction} \label{intro} In this paper we consider nonlinear equations of the form \begin{align} \F u = \fst, \label{eq:maineq} \end{align} where $ \F: \ix \supset \DF \to \ix $ is a nonlinear operator in a \bhsl{real separable Hilbert space} $ \ix $ with inner product $ \skp{\cdot}{\cdot}: \ix \times \ix \...
{ "timestamp": "2018-06-05T02:09:43", "yymm": "1806", "arxiv_id": "1806.00743", "language": "en", "url": "https://arxiv.org/abs/1806.00743" }
\section{#1}\label{#2}\setcounter{equation}{0}} \textwidth 16truecm \textheight 8.4in\oddsidemargin0.2truecm\evensidemargin0.7truecm\voffset0truecm \def\newpage{} \f \DeclareMathOperator*{\operatornamewithlimits{ess\,sup}}{ess\,sup} \usepackage{amsmath} \usepackage{amsfonts} \usepackage{amssymb} \oddsidemargi...
{ "timestamp": "2018-06-05T02:14:47", "yymm": "1806", "arxiv_id": "1806.00983", "language": "en", "url": "https://arxiv.org/abs/1806.00983" }
\subsubsection*{Literature} The foremost paper on costly learning of prices is \cite{diamond1971}, where competing firms set the monopoly price. A monopoly price or above is also found in \cite{diamond1987,axell1977,reinganum1979,klemperer1987} and \cite{garcia+2017}. A number of solutions to the Diamond paradox have...
{ "timestamp": "2018-06-05T02:13:16", "yymm": "1806", "arxiv_id": "1806.00898", "language": "en", "url": "https://arxiv.org/abs/1806.00898" }
\section{Introduction}\label{sect:intro} The growth of super-massive black holes (SMBH) at the centres of galaxies and the properties and evolution of the interstellar medium (ISM) in their hosts are expected to be connected \citep[e.g.][]{DiMatteo05,Hopkins08}. There are in fact well established correlations observed ...
{ "timestamp": "2019-07-18T02:12:24", "yymm": "1806", "arxiv_id": "1806.00786", "language": "en", "url": "https://arxiv.org/abs/1806.00786" }
\section{} {\it Introduction.}--- In Weyl semi-metals and Weyl superconductors, low-energy excitations behave as Weyl fermions characterized by nonzero Berry curvatures in the momentum space, which stem from monopole charges at Weyl points \cite{vishwanath,balents,balents2,murakami,volovik,volovik2,volovik3,Hosur_revi...
{ "timestamp": "2018-10-23T02:21:35", "yymm": "1806", "arxiv_id": "1806.00993", "language": "en", "url": "https://arxiv.org/abs/1806.00993" }
\section{Introduction}\label{intro} Let $x \in [0,1] \setminus \mathbb{Q}$. It is well known that there exists a sequence $\{i_n\}_{n \in \mathbb{N}}$ known as the \emph{continued fraction expansion} of $x$ that satisfies $$x=\cfrac{1}{i_1+\cfrac{1}{i_2+\cfrac{1}{i_3+\ldots}}}.$$ Continued fractions are closely relate...
{ "timestamp": "2018-06-05T02:11:47", "yymm": "1806", "arxiv_id": "1806.00841", "language": "en", "url": "https://arxiv.org/abs/1806.00841" }
\section{Introduction} \label{introduction} With the advent of globalization affecting the design and manufacturing process of integrated circuits (ICs), hardware security has emerged as a critical concern. The exposure to various adversaries, which may reverse engineer (RE) ICs, counterfeit them, steal their intelle...
{ "timestamp": "2018-06-05T02:10:54", "yymm": "1806", "arxiv_id": "1806.00790", "language": "en", "url": "https://arxiv.org/abs/1806.00790" }
\section{Introduction}\label{intro} Neural networks (NNs) in machine learning systems are critical drivers of new technologies such as image processing and speech recognition. Modern NNs are built as graphs with millions of trainable parameters \cite{Krizhevsky2012,Szegedy2015,He2016}, which are tuned until th...
{ "timestamp": "2018-10-15T02:03:28", "yymm": "1806", "arxiv_id": "1806.01087", "language": "en", "url": "https://arxiv.org/abs/1806.01087" }
\section{Introduction}\label{sec:introduction}} \IEEEPARstart {S}{treaming} processing has an important role in solving many real-world problems. From fraud detection (e.g., real-time financial activity~\cite{parikh2008scalable}) to real-time recommendations (e.g., analytics over microblogs~\cite{wang2016efficien...
{ "timestamp": "2018-06-05T02:10:05", "yymm": "1806", "arxiv_id": "1806.00760", "language": "en", "url": "https://arxiv.org/abs/1806.00760" }
\section{Introduction} This is the second of two articles intended to prove the following classification theorem of vacuum static black holes, \begin{Theorem}[The classification Theorem]\label{TCTHM3} Any static black hole data set is either, \begin{enumerate}[labelindent=\parindent, leftmargin=*, label={\rm (\Roman...
{ "timestamp": "2018-06-05T02:11:30", "yymm": "1806", "arxiv_id": "1806.00819", "language": "en", "url": "https://arxiv.org/abs/1806.00819" }
\section{Introduction} Models of physics that extend the standard model (SM) often require new particles that couple to quarks (\PQq) and/or gluons (\Pg) and decay to dijets. The natural width of resonances in the dijet mass (\ensuremath{m_{\mathrm{jj}}}\xspace) spectrum increases with the coupling, and may vary fro...
{ "timestamp": "2018-09-05T02:06:30", "yymm": "1806", "arxiv_id": "1806.00843", "language": "en", "url": "https://arxiv.org/abs/1806.00843" }
\section{Introduction} A common economic problem is deciding where a public facility should be located to service a population of agents with heterogenous preferences. For example, a government needs to decide the location of a public hospital, or library. More abstractly, the `location' may represent a type or qual...
{ "timestamp": "2019-02-19T02:01:11", "yymm": "1806", "arxiv_id": "1806.00960", "language": "en", "url": "https://arxiv.org/abs/1806.00960" }
\section{Introduction} \label{sec:introduction} Nowadays, chip manufacturing is a complex and costly process, where more often than not third-party facilities are involved. As a result, protecting intellectual property (IP) as well as ensuring trust in the chips becomes challenging. The IARPA agency proposed \emph...
{ "timestamp": "2018-06-05T02:10:52", "yymm": "1806", "arxiv_id": "1806.00787", "language": "en", "url": "https://arxiv.org/abs/1806.00787" }
\section{Introduction} \IEEEPARstart{W}{e} all compose text messages in our daily lives. We send emails to our colleagues, share our movie review on social media platforms, some of us write medical reports or publications like this one. Moreover, machines often produce logs which can be easily consumed by a human, but ...
{ "timestamp": "2018-06-05T02:18:08", "yymm": "1806", "arxiv_id": "1806.01103", "language": "en", "url": "https://arxiv.org/abs/1806.01103" }
\section{Introduction} The problem of program synthesis is an important one in AI. Synthesis has many settings, from the fully automated settings, where code is synthesized at the level of machine code, to the interactive, where synthesis assists a professional developer in an IDE. We focus on a novel synthesis settin...
{ "timestamp": "2018-06-05T02:13:59", "yymm": "1806", "arxiv_id": "1806.00938", "language": "en", "url": "https://arxiv.org/abs/1806.00938" }
\section*{Appendix #1. #2} \renewcommand{\thesection.\arabic{equation}}}{#1.\arabic{equation}} \renewcommand{\thesection}{#1} } \newcommand{\appsektion}[1]{\setcounter{equation}{0}\setcounter{subsection}{0} \section*{Appendix. #1} \re...
{ "timestamp": "2018-11-14T02:17:28", "yymm": "1806", "arxiv_id": "1806.00866", "language": "en", "url": "https://arxiv.org/abs/1806.00866" }
\section{Introduction} \label{sec:introduction} The search for particles beyond the Standard Model (SM) is one of the main goals of the Large Hadron Collider (LHC). In the midst of the Run II, a new range of energies is being explored, thus playing a crucial role in finding new phenomena or ...
{ "timestamp": "2018-06-05T02:15:59", "yymm": "1806", "arxiv_id": "1806.01024", "language": "en", "url": "https://arxiv.org/abs/1806.01024" }
\section{Introduction} Remotely-sensed hyperspectral images (HSI) are images taken from airplanes or satellites that record a wide range of electromagnetic spectrum, typically more than 100 spectral bands from visible to near-infrared wavelengths. Since different materials reflect different spectral signatures, one can...
{ "timestamp": "2018-06-05T02:11:41", "yymm": "1806", "arxiv_id": "1806.00836", "language": "en", "url": "https://arxiv.org/abs/1806.00836" }
\section{Introduction} Halo nuclei are weakly-bound states of a few valence nucleons and a tightly-bound core nucleus~\cite{Zhukov:1993aw,Hansen:1995pu,Jonson:2004,Jensen:2004zz,Riisager:2012it}. They exemplify the emergence of new degrees of freedom close to the neutron and proton drip lines which are difficult to des...
{ "timestamp": "2018-10-08T02:12:16", "yymm": "1806", "arxiv_id": "1806.01112", "language": "en", "url": "https://arxiv.org/abs/1806.01112" }
\section{Introduction} Though, we deal in the present paper with real equations the obtained results can be developed to the complex domain following the approaches \cite{Mi}. Solvable problems of non-relativistic quantum mechanics have always attracted much attention \cite{Ju,Gd}. The analytical methods to resolve th...
{ "timestamp": "2018-06-05T02:10:08", "yymm": "1806", "arxiv_id": "1806.00761", "language": "en", "url": "https://arxiv.org/abs/1806.00761" }
\section{Introduction} Graph is a well-known data structure that can represent a wealth of relationship between objects. Graph processing has a great potential to solve many real-world problems, e.g. path navigation, social network analysis and financial fraud detection. As the graph size is increasingly growing up, it...
{ "timestamp": "2018-06-05T02:10:12", "yymm": "1806", "arxiv_id": "1806.00762", "language": "en", "url": "https://arxiv.org/abs/1806.00762" }
\section*{Introduction} Studying free probability analogues to classical probability items has been a main topic in free probability since the inception of the theory by Voiculescu in \cite{DV3}. The most popular and thoroughly studied item is semicircular distributions, a free probability analogue to classical Gau...
{ "timestamp": "2019-05-10T02:09:44", "yymm": "1806", "arxiv_id": "1806.01007", "language": "en", "url": "https://arxiv.org/abs/1806.01007" }
\subsection{Related works} Computing linear recurrence relations of multi-dimensional sequences finds applications in Coding Theory, Computer Algebra and Combinatorics. Historically, the \BM algorithm was designed to decode cyclic codes, like the \textsc{BCH} codes, \cite{BoseRC1960,Hocquenghem1959}. Therefore, decod...
{ "timestamp": "2018-06-05T02:14:43", "yymm": "1806", "arxiv_id": "1806.00978", "language": "en", "url": "https://arxiv.org/abs/1806.00978" }
\section{Introduction} As computing power has become greater and as data sets have become simultaneously larger and more complicated, demand for statistical methods that are increasingly flexible and data driven has increased. Two related methods for capturing the complex structure of a data set from a true density ...
{ "timestamp": "2018-10-26T02:05:12", "yymm": "1806", "arxiv_id": "1806.00731", "language": "en", "url": "https://arxiv.org/abs/1806.00731" }
\section{Introduction} The vacuum static solutions of the Einstein equations have played since early days a fundamental role in the study of Einstein's theory and the classification theorems have been at the center of the work. In this context, the celebrated {\it uniqueness theorem of the Schwarzschild solution} as...
{ "timestamp": "2018-06-05T02:11:29", "yymm": "1806", "arxiv_id": "1806.00818", "language": "en", "url": "https://arxiv.org/abs/1806.00818" }
\section{Introduction} \label{sec:intro} It is well known that the first step in using what is perhaps the most popular method to find the unknown generating polynomial of a sequence is to calculate the \dt of the sequence by subtracting successive terms of the sequence. The next row in the \dt is formed in a like man...
{ "timestamp": "2018-06-05T02:12:53", "yymm": "1806", "arxiv_id": "1806.00887", "language": "en", "url": "https://arxiv.org/abs/1806.00887" }
\section{Introduction} \setcounter{equation}{0} In the last decade, there has been a great deal of interest in studying the nonlinear Schr\"odinger equation with inverse-square potential, namely \begin{align} i\partial_t u + \Delta u + c|x|^{-2} u = \mu |u|^\alpha u, \quad (t,x) \in \mathbb R \times \mathbb R^d, \l...
{ "timestamp": "2018-09-25T02:03:05", "yymm": "1806", "arxiv_id": "1806.01068", "language": "en", "url": "https://arxiv.org/abs/1806.01068" }
\section{INTRODUCTION} By matching the oscillation frequencies of models with the observed ones, asteroseismology is used to determine the fundamental parameters of stars, such as mass, radius, and age, and diagnose internal structures of stars \citep{roxb03, chri10, dehe10, chap14, guen14, liu14, yang15, gugg16, ro...
{ "timestamp": "2018-06-05T02:15:04", "yymm": "1806", "arxiv_id": "1806.00994", "language": "en", "url": "https://arxiv.org/abs/1806.00994" }
\section{Introduction} \label{sec_intro} With recent improvements in deep neural network, researchers came up with neural network based vocoders such as WaveNet \cite{WAVENET1} and SampleRNN \cite{SAMPLERNN}. Those models showed their ability to generate high quality waveform from acoustic features. Some researchers fu...
{ "timestamp": "2018-06-05T02:13:48", "yymm": "1806", "arxiv_id": "1806.00927", "language": "en", "url": "https://arxiv.org/abs/1806.00927" }
\section{Introduction} General video game playing (GVGP) and General game playing (GGP) aim at designing AI agents that are able to play more than one (video) game successfully alone without human intervention. One of the early stage challenges is to define a common framework that allows the implementation and testing ...
{ "timestamp": "2018-06-05T02:18:56", "yymm": "1806", "arxiv_id": "1806.01151", "language": "en", "url": "https://arxiv.org/abs/1806.01151" }
\section{Introduction} Copositive optimization has become an active area of research during recent years. The significance of copositive programming is due to the fact that; several combinatorial and non-convex optimization problems can have linear programming reformulation over the copositive cone, which is convex. ...
{ "timestamp": "2018-06-05T02:17:05", "yymm": "1806", "arxiv_id": "1806.01063", "language": "en", "url": "https://arxiv.org/abs/1806.01063" }
\section{Introduction \label{SEC-INTRO}} Efficient computation with the current and \fadd{upcoming (both exascale and post-Moore era) supercomputers} can be realized by application-algorithm-architecture co-design~\fadd{\cite{Shalf11,Dosanjh14,POST-K,CoDEx,EuroExa}}, in which various numerical algorithms should be pr...
{ "timestamp": "2018-12-20T02:12:17", "yymm": "1806", "arxiv_id": "1806.00741", "language": "en", "url": "https://arxiv.org/abs/1806.00741" }
\section{INTRODUCTION} Robustness is of crucial importance in many complex systems and plays an important role in mitigating damage \cite{gao_universal_2016}. It has been studied widely in both single networks \cite{cohen_resilience_2000,albert2000error,tanizawa2005optimization}, interdependent networks \cite{buldyrev_...
{ "timestamp": "2018-06-05T02:10:03", "yymm": "1806", "arxiv_id": "1806.00756", "language": "en", "url": "https://arxiv.org/abs/1806.00756" }
\section{Introduction\label{intro}} We consider the Cauchy problem of the 2D Zakharov-Kuznetsov-Burgers (ZKB) equation: \begin{equation}\label{ZKB} \begin{cases} \displaystyle \partial_{t}u+\partial_x(\partial_x^2+\partial_y^2)u-\partial_x^2u=\partial_x(u^2),\ \ t>0,\ (x,y)\in {\BBB R}^2,\\ u(0,x,y)=u_{0}(x,y),\ \ (x,y...
{ "timestamp": "2018-06-05T02:16:30", "yymm": "1806", "arxiv_id": "1806.01039", "language": "en", "url": "https://arxiv.org/abs/1806.01039" }
\section{Introduction} Most asteroseismic results have so far been obtained from photometric observations using a variety of space-borne instruments, such as WIRE \citep{2006MNRAS.371..935F}, MOST \citep{2003PASP..115.1023W}, COROT \citep{2009A&A...506..411A} and Kepler \citep{2010Sci...327..977B}. This will likely als...
{ "timestamp": "2018-06-05T02:17:01", "yymm": "1806", "arxiv_id": "1806.01055", "language": "en", "url": "https://arxiv.org/abs/1806.01055" }
\chapter{Efficient Policy Learning via Transfer Learning} \label{chap:efficient_policy_learning} In Chapter \ref{chap:model_rl_based}, we introduced the Q-learning and the very recent, popular and effective technique for approximating the Q-function using a deep feed forward neural network, know as Deep Q-Learning (D...
{ "timestamp": "2018-06-05T02:10:48", "yymm": "1806", "arxiv_id": "1806.00780", "language": "en", "url": "https://arxiv.org/abs/1806.00780" }
\section{Introduction} Correlation functions of Wilson loops are the most interesting observables in gauge theories: these are the gauge invariant quantities needed to understand confinement and various phase transitions. Unfortunately, they are much more difficult to calculate, even approximately. Therefore, o...
{ "timestamp": "2018-08-23T02:06:54", "yymm": "1806", "arxiv_id": "1806.01146", "language": "en", "url": "https://arxiv.org/abs/1806.01146" }
\section{Introduction} Shape analysis of anatomical structures is of core importance for many tasks in medical imaging, not only as a regularization prior for segmentation tasks, but also as a powerful tool to assess differences between subjects and populations. A fundamental question when operating on shapes is to f...
{ "timestamp": "2018-06-05T02:17:27", "yymm": "1806", "arxiv_id": "1806.01069", "language": "en", "url": "https://arxiv.org/abs/1806.01069" }
\section{Introduction} An as of today still experimentally unconfirmed prediction of quantum electrodynamics is that of nonperturbative electron-positron pair creation in the presence of a strong electric field~\cite{Sauter1931, Heisenberg1936, Hund1941}. Schwinger~\cite{Schwinger1951} gave the pair production rate ...
{ "timestamp": "2018-07-03T02:09:02", "yymm": "1806", "arxiv_id": "1806.00943", "language": "en", "url": "https://arxiv.org/abs/1806.00943" }
\section{Introduction}\label{sec1} The aim of this paper is to refine and extend to the more general case of ``large enough'' tree graphs the approach used by \cite{dala17} to prove an oracle inequality for the Fused Lasso estimator, also known as total variation regularized estimator. As a side result, we will obtai...
{ "timestamp": "2018-06-19T02:07:37", "yymm": "1806", "arxiv_id": "1806.01009", "language": "en", "url": "https://arxiv.org/abs/1806.01009" }
\section{Introduction} \label{SCintro} In discrete convex analysis \cite{Fuj05book,Mdca98,Mdcasiam}, a variety of discrete convex functions are considered. Among others, integrally convex functions, due to Favati--Tardella \cite{FT90}, constitute a common framework for discrete convex functions, and almost...
{ "timestamp": "2018-09-11T02:03:12", "yymm": "1806", "arxiv_id": "1806.00992", "language": "en", "url": "https://arxiv.org/abs/1806.00992" }
\section{Introduction} In 1978, Caccetta and Häggkvist~\cite{CH78} made the following conjecture. \begin{conj}[Caccetta-Häggkvist] \label{conj:CH} For all positive integers $n,r$, every simple $n$-vertex digraph with minimum outdegree at least $r$ contains a directed cycle of length at most $\lceil \frac{n}{r} \rcei...
{ "timestamp": "2020-05-11T02:00:44", "yymm": "1806", "arxiv_id": "1806.00825", "language": "en", "url": "https://arxiv.org/abs/1806.00825" }
\section{Introduction} \label{sec:intro} \vspace{-2mm} Accurate building maps play an important role in a wide range of applications, such as urban planning and 3D city modeling. Nowadays, the large amounts of increasingly available remote sensing (RS) images with very high resolution (VHR) up to half a meter provi...
{ "timestamp": "2018-06-12T02:08:23", "yymm": "1806", "arxiv_id": "1806.00908", "language": "en", "url": "https://arxiv.org/abs/1806.00908" }
\section{Introduction} Achieving human-like adaptability remains a daunting challenge for developers of artificial intelligence. In a related effort, researchers in the machine learning literature have tried to understand ways to learn quickly on a small number of training examples. Learning the ability to quickly le...
{ "timestamp": "2018-12-06T02:15:58", "yymm": "1806", "arxiv_id": "1806.01010", "language": "en", "url": "https://arxiv.org/abs/1806.01010" }
\section{Introduction} In this paper we examine wether there is a reduction in the Red Hat inc. stock volatility during the moving from NASDAQ to New York Stock Exchange (NYSE) on December 12, 2006 \cite{morlanes2009empirical}. We model the dynamics of the volatility by means of non-linear autoregressive models and ma...
{ "timestamp": "2018-06-05T02:17:34", "yymm": "1806", "arxiv_id": "1806.01070", "language": "en", "url": "https://arxiv.org/abs/1806.01070" }
\section{Intrinsic Evaluation} \label{sec:intrinsic} We report here on an empirical investigation of the self-normalization properties of NCE language modeling as compared to the alternative methods described in the previous sections. \subsection{Experimental Settings} \label{subsec:experimental_settings} We investi...
{ "timestamp": "2018-06-05T02:13:29", "yymm": "1806", "arxiv_id": "1806.00913", "language": "en", "url": "https://arxiv.org/abs/1806.00913" }
\section{Introduction} In the statistical-mechanical theory of liquids, the Kirkwood-Buff (KB) integral plays a distinguished role \cite{KB51,BN06,BNS09}. It has the form \begin{equation} \label{1} \II[F(r)]\equiv \int_0^\infty \dd r\,F(r), \end{equation} where, in the case of three-dimensional (3D) systems, $F(r...
{ "timestamp": "2018-12-04T02:32:01", "yymm": "1806", "arxiv_id": "1806.00821", "language": "en", "url": "https://arxiv.org/abs/1806.00821" }
\section{} \section{acknowledgements} I've benefited from numerous useful conversations whilst this work was done. I'd like in particular to thank Vassili Gorbounov, Ian Grojnowski, Owen Gwilliam and Nitu Kitchloo. Further I'd like to thank MPIM Bonn and all the staff there for providing a wonderful working environmen...
{ "timestamp": "2018-06-05T02:12:13", "yymm": "1806", "arxiv_id": "1806.00854", "language": "en", "url": "https://arxiv.org/abs/1806.00854" }
\section{Introduction}\label{sec:Introduction} \paragraph{} Questionnaires are a viable tool in modern psychological research but to be useful they have to be validated in a number of ways. Usual questionnaire validation pipeline involves a test for internal consistency, construct validity and reliability (\cite{furr2...
{ "timestamp": "2018-06-05T02:13:22", "yymm": "1806", "arxiv_id": "1806.00905", "language": "en", "url": "https://arxiv.org/abs/1806.00905" }
\section{Introduction} Weighted ensemble is a Monte Carlo method based on stratification and resampling, originally designed to solve problems in computational chemistry~\cite{bhatt2010steady, chong2017path,jeremy,costaouec2013analysis,darve2013computing, donovan2013efficient,huber1996weighted, rojnuckarin1998brow...
{ "timestamp": "2020-04-22T02:04:41", "yymm": "1806", "arxiv_id": "1806.00860", "language": "en", "url": "https://arxiv.org/abs/1806.00860" }
\part*{\centering \large Appendices}\label{app} \section{\normalsize Accuracy of finite difference schemes}\label{Accuracy} In this section, we discuss the accuracy of the numerical methods employed to calculate various skyrmionic solutions with different topological charge and morphology presented in this work. We ...
{ "timestamp": "2018-11-14T02:17:08", "yymm": "1806", "arxiv_id": "1806.00782", "language": "en", "url": "https://arxiv.org/abs/1806.00782" }
\section{Introduction} Conventional Web archives preserve publicly available content on the live Web. Some Web archives allow users to submit URIs to be individually preserved or used as seeds for an archival crawl. However, some content on the live Web may be inaccessible (e.g., beyond the crawler's capability compar...
{ "timestamp": "2018-06-05T02:12:31", "yymm": "1806", "arxiv_id": "1806.00871", "language": "en", "url": "https://arxiv.org/abs/1806.00871" }
\section{Conclusions and Future Work} \label{sec:conclusions} \vspace{-0.1cm} Assuming a matrix normal distribution on a reduced latent output space, we introduced an efficient and scalable multi-task Gaussian process regression approach to learning complex association between external covariates and high-dimensional ...
{ "timestamp": "2018-06-07T02:02:59", "yymm": "1806", "arxiv_id": "1806.01047", "language": "en", "url": "https://arxiv.org/abs/1806.01047" }
\section{Introduction} \subsection{Motivations} The scientific community agrees that in the future the intelligent activation of demand response (DR) will contribute to a reliable power system and price stability on power markets. Actuation of DR requires to solve an optimization problem in order to maximize an econom...
{ "timestamp": "2018-06-05T02:17:35", "yymm": "1806", "arxiv_id": "1806.01072", "language": "en", "url": "https://arxiv.org/abs/1806.01072" }
\section{Introduction \label{introduction}} We report a measurement of the effective leptonic weak mixing angle (\ensuremath{\sin^2\theta^{\ell}_{\text{eff}}}\xspace) using the forward-backward asymmetry (\AFB) in Drell--Yan $\qqbar\to\ell^+\ell^-$ events, where $\ell$ stands for muon ($\mu$) or electron (\Pe). The ...
{ "timestamp": "2018-09-06T02:14:10", "yymm": "1806", "arxiv_id": "1806.00863", "language": "en", "url": "https://arxiv.org/abs/1806.00863" }
\section{Introduction} \subsection{Problem setup.} Let $X \in \Rnr$ be a fixed and unknown matrix with ${\rm rank}(X)=r$, and our aim is to recover $X$ from given quadratic measurements, i.e., \begin{equation} \label{question} {\rm find }\quad X\in \R^{n\times r}, \quad {\rm s.t.}\quad y_i=a_i^\T XX^\T a_i=\norm{a...
{ "timestamp": "2018-06-05T02:13:22", "yymm": "1806", "arxiv_id": "1806.00904", "language": "en", "url": "https://arxiv.org/abs/1806.00904" }
\section{Introduction} Radio pulsar observations in the last half century have revealed many common but not universal phenomena that are not as yet perceived as understood, of which nulls and mode-changes in the emission are examples. In the same period, knowledge of magnetospheric structure has progressed little bey...
{ "timestamp": "2018-06-05T02:17:00", "yymm": "1806", "arxiv_id": "1806.01053", "language": "en", "url": "https://arxiv.org/abs/1806.01053" }
\section{Introduction} \label{sec:intro} We consider percolation on a locally finite rooted tree $T$: each edge is open with probability $p \in(0,1)$, independently of all others. Let $\rtt$ denote the root of $T$ and $\CC_p$ be the open $p$-percolation cluster of the root. We may consider the \emph {survival pr...
{ "timestamp": "2019-02-20T02:03:56", "yymm": "1806", "arxiv_id": "1806.00888", "language": "en", "url": "https://arxiv.org/abs/1806.00888" }
\section{Introduction} \IEEEPARstart{S}{ecurity} assessment is a fundamental function for both short-term and long-term power system operation. Operators need to eliminate any probability of system failure on a sub-hourly basis, and need to guarantee the security of supply in the long-term, having the required infras...
{ "timestamp": "2019-02-04T02:10:23", "yymm": "1806", "arxiv_id": "1806.01074", "language": "en", "url": "https://arxiv.org/abs/1806.01074" }
\section{Introduction}\label{sec1} \IEEEPARstart{M}{etamaterials} with artificially structured subwavelength building blocks have attracted substantial attention due to their unprecedented flexibility in light manipulation\cite{liu2011metamaterials}. Recently, the research on metamaterials has progressed to tunable and...
{ "timestamp": "2019-11-05T02:25:22", "yymm": "1806", "arxiv_id": "1806.01028", "language": "en", "url": "https://arxiv.org/abs/1806.01028" }
{ "timestamp": "2018-12-05T02:15:36", "yymm": "1806", "arxiv_id": "1806.01015", "language": "en", "url": "https://arxiv.org/abs/1806.01015" }
\section{Introduction} Solid-state dewetting of thin films has been observed in various thin film/substrate systems by many research groups~\cite{Thompson12,Leroy16,Jiran90,Jiran92,Ye10a,Ye10b,Ye11a,Ye11b,Rabkin14,Kosinova14,Kovalenko17, Naffouti16,Naffouti17,Pierre09b}, and has attracted increasing attention because o...
{ "timestamp": "2018-10-12T02:11:50", "yymm": "1806", "arxiv_id": "1806.00744", "language": "en", "url": "https://arxiv.org/abs/1806.00744" }
\section{Introduction} In the simple binary hypothesis testing problem, one is given a source sequence $Y^n$ and one knows that it is either generated in an i.i.d.\ fashion from one of two known distributions $P_1$ or $P_2$. One is then asked to design a test to make this decision. There is a natural trade-off betwe...
{ "timestamp": "2018-12-07T02:07:51", "yymm": "1806", "arxiv_id": "1806.00739", "language": "en", "url": "https://arxiv.org/abs/1806.00739" }
\section{Introduction} The emergence and persistence of cooperative behaviors in populations of selfish individuals is a key problem in evolutionary biology~\cite{alexrod(1981)science, rakoff-nahoum(2016)nature, strassmann(2008)nature, taylor(2007)nature, wedekind(2000)science, hauser(2014)nature, imhof(2010)prsb, vuk...
{ "timestamp": "2018-06-05T02:10:51", "yymm": "1806", "arxiv_id": "1806.00784", "language": "en", "url": "https://arxiv.org/abs/1806.00784" }
\section{Introduction} \label{sec1} Pulsars exhibit two varieties of rotational irregularities that are expected to be related to the dynamics of the interior fluid: spin glitches and timing noise. Glitches are sudden increases in the rotational frequency $\nu$ of the pulsar, with fractional amplitudes spanning $1...
{ "timestamp": "2018-09-20T02:05:04", "yymm": "1806", "arxiv_id": "1806.00967", "language": "en", "url": "https://arxiv.org/abs/1806.00967" }
\section{Introduction} \subsection{Basic definitions and notation} Unless otherwise stated, we shall use small letters such as $x$ to denote non-negative integers or elements of a set, capital letters such as $X$ to denote sets, and calligraphic letters such as $\mathcal{F}$ to denote \emph{families} (that is, sets w...
{ "timestamp": "2018-06-05T02:17:55", "yymm": "1806", "arxiv_id": "1806.01093", "language": "en", "url": "https://arxiv.org/abs/1806.01093" }
\section{Introduction}\label{sec:intro} The search for the primordial B-mode polarization of the cosmic microwave background (CMB) radiation at large angular scales in the sky is one of the most exciting challenge of modern cosmology, because such a signal would be the direct signature of the primordial gravitational ...
{ "timestamp": "2018-06-05T02:16:03", "yymm": "1806", "arxiv_id": "1806.01026", "language": "en", "url": "https://arxiv.org/abs/1806.01026" }
\section{Introduction} Given a large prime $p \geq 2$, and a number $N \leq p$. The standard analytic methods demonstrate the existence of primitive roots in any short interval \begin{equation} \label{eq175.03} \left [M, M+N \right ] \end{equation} for any number $N \gg p^{1/2+\varepsilon} $, where $M \geq 2$ is ...
{ "timestamp": "2020-05-27T02:15:07", "yymm": "1806", "arxiv_id": "1806.01150", "language": "en", "url": "https://arxiv.org/abs/1806.01150" }
\section{Introduction} \label{Before} The conjecture of \emph{M-theory} \cite{Townsend95, Witten95I} (see \cite{Duff99B, BeckerBeckerSchwarz06}) says, roughly, that there exists a non-perturbative physical theory, which makes the following schematic diagram commute: \begin{equation} \label{TheMillionDollarQuestion}...
{ "timestamp": "2019-03-05T02:28:40", "yymm": "1806", "arxiv_id": "1806.01115", "language": "en", "url": "https://arxiv.org/abs/1806.01115" }
\section*{Introduction} We present our motivation and main results, after which we give an overview of the paper's content and structure. The overview is followed by a discussion concerning earlier results by Carlen and Maas for certain finite-dimensional cases.\newline\par \textbf{Motivation.} Our motivation is to co...
{ "timestamp": "2018-08-08T02:09:03", "yymm": "1806", "arxiv_id": "1806.01073", "language": "en", "url": "https://arxiv.org/abs/1806.01073" }
\section{Introduction} In this paper, we consider interface problems, where the solution is continuous on a domain $\Omega \subset \mathbb{R}^2$, but its normal derivative may have a jump in normal direction over an interior interface. Problems of this kind arise for example in fluid-structure interaction, multipha...
{ "timestamp": "2018-06-05T02:15:16", "yymm": "1806", "arxiv_id": "1806.00999", "language": "en", "url": "https://arxiv.org/abs/1806.00999" }
\section{Introduction} \noindent Since Henry Darcy's remarkable modeling of linear relation between water flux and the hydraulic gradient, e.g., Darcian flow, in 1856, many researchers found the Darcy's law is not good enough for description of water and gas flow in low-permeability media like clay and shale. Consequen...
{ "timestamp": "2018-08-28T02:15:25", "yymm": "1806", "arxiv_id": "1806.00977", "language": "en", "url": "https://arxiv.org/abs/1806.00977" }
\section{Background}\label{sec:background} For the sake of readability, we briefly state the definitions and theorems used to obtain an interval estimate, denoted {\em confidence intervals} in the following. Table \ref{tab:notion} provides a summary of the notation used throughout the paper. \begin{definition}[Conf...
{ "timestamp": "2018-06-05T02:18:28", "yymm": "1806", "arxiv_id": "1806.01126", "language": "en", "url": "https://arxiv.org/abs/1806.01126" }
\section{Introduction} Visual tracking aims to estimate a trajectory of an object through a video based on only one bounding box annotation at the beginning of the sequence. Tracking is important for applications in surveillance~\cite{emami2012role}, video understanding~\cite{renoust2016visual} and robotics~\cite{li...
{ "timestamp": "2018-09-27T02:10:00", "yymm": "1806", "arxiv_id": "1806.01013", "language": "en", "url": "https://arxiv.org/abs/1806.01013" }
\section{Spontaneous Magnetization and Spin Correlations in a Central Row} The previous calculation shows that the case with separation of strings $N=1$ gives as much information on the behavior of the system as those with larger separations between the strings. For $N=1$, the row correlation of spins at the center of ...
{ "timestamp": "2018-06-05T02:12:39", "yymm": "1806", "arxiv_id": "1806.00873", "language": "en", "url": "https://arxiv.org/abs/1806.00873" }
\section{Introduction} Sentiment analysis is a kind of text mining, which is to predict human mind, specifically the emotional state of a person by extracting emotional expressions from text~\cite{pang2008opinion}. Sentiment analysis models have achieved relatively high accuracy despite the ambiguity of both words and...
{ "timestamp": "2018-06-05T02:09:55", "yymm": "1806", "arxiv_id": "1806.00754", "language": "en", "url": "https://arxiv.org/abs/1806.00754" }
\section*{Results} \subsection*{Standard grid cell attractors are not modular} \begin{figure*} \includegraphics[width=\linewidth]{fig1} \caption{\label{fig:model}The entorhinal grid system as coupled 2D continuous attractor networks (\textbf{Methods}). (\textbf{a}) Each network $z$ corresponds to a region along th...
{ "timestamp": "2019-03-13T01:00:44", "yymm": "1806", "arxiv_id": "1806.00975", "language": "en", "url": "https://arxiv.org/abs/1806.00975" }
\section{Introduction} Pancreatic ductal adenocarcinoma (PDAC), which accounts for 90\% of malignant pancreatic cancer, has the highest mortality rates. Despite significant advances in medicine over the past decades, it has a poor five-year survival rate of less than 5\%, most probably because of the advanced and incu...
{ "timestamp": "2018-06-20T02:07:48", "yymm": "1806", "arxiv_id": "1806.01023", "language": "en", "url": "https://arxiv.org/abs/1806.01023" }
\section{Introduction}\label{sec:Intro} Agitated granular materials tend to exhibit intricate phenomena such as pattern formation \cite{Aranson2006}, collapse \cite{vanderMeer2002} or segregation \cite{Sanders2004, Rosato1987}. In quasi two-dimensional systems it is not uncommon to observe two coexisting phases su...
{ "timestamp": "2018-09-14T02:12:28", "yymm": "1806", "arxiv_id": "1806.00862", "language": "en", "url": "https://arxiv.org/abs/1806.00862" }
\section{Introduction} In the early 1980's, Alan McIntosh introduced the $H^{\infty}$-functional calculus as a refined version of the Dunford holomorphic functional calculus for unbounded sectorial operators (see the original paper \cite{McI} in the Hilbert space setting, their extensions to Banach spaces \cite{cdmy,K...
{ "timestamp": "2018-06-05T02:14:46", "yymm": "1806", "arxiv_id": "1806.00980", "language": "en", "url": "https://arxiv.org/abs/1806.00980" }
\section{Appendices} \section*{Appendix A} \label{subsec::threeD} \nocite{Costabel_2000aa} All the presented estimates are applicable to achieve three-dimensional estimates as well, going back to \cite{Veiga_2014aa,Buffa_2011aa}. We will briefly go over the construction and state the result corresponding to The...
{ "timestamp": "2019-06-28T02:14:51", "yymm": "1806", "arxiv_id": "1806.01062", "language": "en", "url": "https://arxiv.org/abs/1806.01062" }
\section{Introduction}\label{sec:introduction} Political science scholars working with large quantities of textual data are often interested in discovering latent semantic structures in their document collections. Examples include legislative debates, policies, media content, manifestos, and open-ended survey question...
{ "timestamp": "2018-08-28T02:21:56", "yymm": "1806", "arxiv_id": "1806.00793", "language": "en", "url": "https://arxiv.org/abs/1806.00793" }
\section{Introduction} When uncertainty is described by probabilities, decision making is usually done by maximising expected utility. Except in degenerate cases, this leads to a unique optimal decision. If, however, the probability measure is only partially specified---for example by lower and upper bounds on the pr...
{ "timestamp": "2018-06-05T02:16:44", "yymm": "1806", "arxiv_id": "1806.01044", "language": "en", "url": "https://arxiv.org/abs/1806.01044" }
\section{Acknowledgments} We thank Hardik Sharma, Ecclesia Morain, Michael Brzozowski, Hajar Falahati, and Philip J. Wolfe for insightful discussions and comments that greatly improved the manuscript. Amir Yazdanbakhsh is partly supported by a Microsoft Research PhD Fellowship. This work was in part supported by NSF a...
{ "timestamp": "2018-06-05T02:18:11", "yymm": "1806", "arxiv_id": "1806.01107", "language": "en", "url": "https://arxiv.org/abs/1806.01107" }
\section{Implementation}\label{approach} In this section, we present three approaches for implementing our SP2 framework. \subsection{Naive Approach}\label{naive} In this approach, the auxiliary public model data contains the entire item factor matrix (i.e. all the latent item vectors and their biases). Each user's ...
{ "timestamp": "2018-06-05T02:13:30", "yymm": "1806", "arxiv_id": "1806.00914", "language": "en", "url": "https://arxiv.org/abs/1806.00914" }
\section{Introduction} \label{sec:intro} Classification is a longstanding field of study in statistical learning. In the supervised setting where both instances and their labels are available, a solid theoretical foundation \cite{devroye1996probabilistic} has been established to guide the design of an effective lear...
{ "timestamp": "2018-06-05T02:13:36", "yymm": "1806", "arxiv_id": "1806.00919", "language": "en", "url": "https://arxiv.org/abs/1806.00919" }
\section{Conclusion} \label{S:concl} A parametric mapping $r:\C{P}\to\C{U}$ has been analysed in a variety of settings. The basic idea is the associated linear map $R:\C{U}\to\D{R}^{\C{P}}$, which both generalises the parametric mapping and enables the linear analysis. This leads immediately to the RKHS setting, and...
{ "timestamp": "2018-06-19T02:12:21", "yymm": "1806", "arxiv_id": "1806.01101", "language": "en", "url": "https://arxiv.org/abs/1806.01101" }
\section{Introduction}\label{sec:introduction}} \IEEEPARstart{I}{}ncrementally described in the form of graph in big data applications, graph are processed in an iterative manner. For example, search services (such as Google~\cite{Google}) use PageRank algorithm to sort results, social networks (such as Facebook~\cite{...
{ "timestamp": "2018-06-05T02:13:23", "yymm": "1806", "arxiv_id": "1806.00907", "language": "en", "url": "https://arxiv.org/abs/1806.00907" }
\section{Introduction and statement of the main result} \label{sec : Introduction and the statement of the main results } \subsection{Introduction} Let $n$ and $k$ be integers such that $n \geq k \geq 1$. If $\operatorname{Mat}_{k,n}$ denotes the space of all real $k\times n$ matrices of rank $k$, then the real Grassm...
{ "timestamp": "2019-01-28T02:16:14", "yymm": "1806", "arxiv_id": "1806.00827", "language": "en", "url": "https://arxiv.org/abs/1806.00827" }
\section{Introduction} \indent The hybrid superconductor-semiconductor nanowire system is the prime candidate to realize, control, and manipulate Majorana zero modes (MZMs) for topological quantum information processing~\cite{NayakRevModPhys2008,PluggeNPJ2017,KarzigPRB2017}. Majorana zero modes can be engineered in the...
{ "timestamp": "2018-06-05T02:14:54", "yymm": "1806", "arxiv_id": "1806.00988", "language": "en", "url": "https://arxiv.org/abs/1806.00988" }
\section{} Solitons are fascinating mathematical objects which arise as solutions of certain integrable nonlinear evolution equations \cite{ablowitz}. Their remarkable collision behaviour and other dynamical properties have led them to find applications in several fields ranging from water waves \cite{whitham}, plasma ...
{ "timestamp": "2018-06-05T02:14:28", "yymm": "1806", "arxiv_id": "1806.00965", "language": "en", "url": "https://arxiv.org/abs/1806.00965" }
\section{Introduction} Considerable attention has been paid to the quantum entanglement entropy which becomes an important physical concept to figure out quantum features of a variety of physics areas. Although the entanglement entropy is well defined in a quantum field theory (QFT) \cite{Holzhey:1994we,Vidal:2002rm,L...
{ "timestamp": "2018-06-05T02:17:54", "yymm": "1806", "arxiv_id": "1806.01092", "language": "en", "url": "https://arxiv.org/abs/1806.01092" }
\section{Introduction} The concept of a Generative Adversarial Network (GAN) was recently proposed as a method for producing new samples that appear similar to those in a given dataset \cite{goodfellow2014generative}. It consists of two neural networks: a generator that attempts to transform an input latent vector int...
{ "timestamp": "2018-06-05T02:11:36", "yymm": "1806", "arxiv_id": "1806.00828", "language": "en", "url": "https://arxiv.org/abs/1806.00828" }
\section{Introduction} \label{section_introduction} Quantum interference is often considered to be one of the fundamental features of quantum theory, responsible for quantum advantage in a number of computational tasks. However, there is a known limit to how much interference quantum theory can exhibit. Sorkin prop...
{ "timestamp": "2018-06-05T02:13:33", "yymm": "1806", "arxiv_id": "1806.00915", "language": "en", "url": "https://arxiv.org/abs/1806.00915" }
\section{Introduction} \label{sec:intro} Modern data analysis and processing tasks typically involve large sets of structured data, where the structure carries critical information about the nature of the data. One can find numerous examples of such data sets in a wide diversity of application domains, including trans...
{ "timestamp": "2019-05-21T02:32:44", "yymm": "1806", "arxiv_id": "1806.00848", "language": "en", "url": "https://arxiv.org/abs/1806.00848" }
\section{Introduction} A gamma-ray line signal, if robustly detected, will be deemed as a smoking-gun signature of particle dark matter (DM) since no known astrophysical process can generate such a specific spectrum, while the line signal in principle can be from the direct annihilation of DM particles into gamma-rays...
{ "timestamp": "2019-06-05T02:07:56", "yymm": "1806", "arxiv_id": "1806.00733", "language": "en", "url": "https://arxiv.org/abs/1806.00733" }
\section{Introduction} During solar flares beams of accelerated electrons propagating along the open magnetic field lines can produce the so-called type III radio bursts \citep{2008LRSP....5....1B,Holman2011}. They are observed as fast drifting structures in radio dynamic spectra with high brightness temperature \cit...
{ "timestamp": "2018-06-05T02:16:46", "yymm": "1806", "arxiv_id": "1806.01046", "language": "en", "url": "https://arxiv.org/abs/1806.01046" }
\section*{Introduction} \label{sec:introduction} The \mbox{LHCb}\xspace collaboration has presented first experimental evidence that spin-carrying matter and antimatter differ~\cite{LHCb-PAPER-2016-030}. Differences in the behaviour of matter and antimatter are associated with the non-invariance of fundamental interact...
{ "timestamp": "2019-02-11T02:17:14", "yymm": "1806", "arxiv_id": "1806.00861", "language": "en", "url": "https://arxiv.org/abs/1806.00861" }
\section{Introduction} This work presents a new machine learning-based approach as applied to high-performance computing (HPC). In particular, we seek to train a supervised inductive learning system to predict when jobs submitted to a compute cluster may be subject to failure due to insufficient requested resources. ...
{ "timestamp": "2018-06-05T02:18:19", "yymm": "1806", "arxiv_id": "1806.01116", "language": "en", "url": "https://arxiv.org/abs/1806.01116" }