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1 Semi-Parallel Deep Neural Network (SPDNN) Hybrid Architecture, First Application on Depth from Monocular Camera Shabab Bazrafkan 1, Student, IEEE, Hossein Javidnia 1, Student, IEEE, Joseph Lemley 2, Student, IEEE, Peter Corcoran3, Fellow, IEEE Abstract—Convolutional Neural Network (CNN) techniques are applied to th...
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DeepSentiBank: Visual Sentiment Concept Classification with Deep Convolutional Neural Networks Tao Chen1 , Damian Borth2 , Trevor Darrell2 and Shih-Fu Chang1 1 arXiv:1410.8586v1 [cs.CV] 30 Oct 2014 1 Columbia University, USA {taochen,sfchang}@ee.columbia.edu ABSTRACT This paper introduces a visual sentiment concept...
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A Compressive Sensing Approach to Community Detection with Applications Ming-Jun Lai∗ Daniel Mckenzie † arXiv:1708.09477v2 [cs.IT] 22 Sep 2017 September 25, 2017 Abstract The community detection problem for graphs asks one to partition the n vertices V of a graph G into k communities, or clusters, such that there ...
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arXiv:1701.04028v1 [cs.IT] 15 Jan 2017 Using data-compressors for statistical analysis of problems on homogeneity testing and classification Boris Ryabko Andrey Guskov Institute of Computational Technologies of SB RAS Novosibirsk, Russian Federation The State Public Scientific Technological Library of SB RAS, Novos...
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Optimization of stochastic lossy transport networks and applications to power grids arXiv:1712.07411v1 [math.OC] 20 Dec 2017 Alessandro Zocca∗ and Bert Zwart† December 21, 2017 Abstract Motivated by developments in renewable energy and smart grids, we formulate a stylized mathematical model of a transport network wit...
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A rational analysis of curiosity Rachit Dubey (rach0012@berkeley.edu) Department of Education, University of California at Berkeley, CA, USA Thomas L. Griffiths (tom griffiths@berkeley.edu) Department of Psychology, University of California at Berkeley, CA, USA arXiv:1705.04351v1 [cs.AI] 11 May 2017 Abstract We pres...
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A Multi-Swarm Cellular PSO based on Clonal Selection Algorithm in Dynamic Environments Somayeh Nabizadeh Alireza Rezvanian Mohammd Reza Meybodi Computer & IT Engineering Department Islamic Azad University, Qazvin Branch Qazvin, Iran s_nabizadeh@aut.ac.ir Computer & IT Engineering Department Amirkabir University of...
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JOURNAL OF LATEX CLASS FILES, VOL. 13, NO. 9, SEPTEMBER 2014 1 From State Estimation to Network Reconstruction arXiv:1701.09084v1 [cs.SY] 28 Jan 2017 Farnaz Basiri, Jose Casadiego, Marc Timme, Dirk Witthaut Abstract—We develop methods to efficiently reconstruct the topology and line parameters of a power grid from...
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International Conference on Fascinating Advancement in Mechanical Engineering (FAME2008), 11-13, December 2008 Numerical Solution of Cylindrically Converging Shock Waves M. Shabouei, R. Ebrahimi and K. Mazaheri Body  Abstract—The cylindrically converging shock wave was numerically simulated by solving the Euler equa...
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1 An Approximate ML Detector for MIMO Channels Corrupted by Phase Noise arXiv:1708.02321v1 [cs.IT] 7 Aug 2017 Richard Combes and Sheng Yang Abstract We consider the multiple-input multiple-output (MIMO) communication channel impaired by phase noises at both the transmitter and receiver. We focus on the maximum like...
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1 A unifying energy-based approach to stability of power grids with market dynamics arXiv:1604.05200v2 [math.OC] 27 Jul 2016 Tjerk Stegink, Claudio De Persis, Member, IEEE, and Arjan van der Schaft, Fellow, IEEE Abstract—In this paper a unifying energy-based approach is provided to the modeling and stability analys...
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Mean Field Residual Networks: On the Edge of Chaos Greg Yang∗ Samuel S. Schoenholz arXiv:1712.08969v1 [cs.NE] 24 Dec 2017 Microsoft Research AI gregyang@microsoft.com Google Brain schsam@google.com Abstract We study randomly initialized residual networks using mean field theory and the theory of difference equati...
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On the Geodesic Centers of Polygonal Domains⋆ Haitao Wang arXiv:1607.05824v1 [cs.CG] 20 Jul 2016 Department of Computer Science Utah State University, Logan, UT 84322, USA haitao.wang@usu.edu Abstract. In this paper, we study the problem of computing Euclidean geodesic centers of a polygonal domain P with a total of ...
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Learning-Based Modular Indirect Adaptive Control for a Class of Nonlinear Systems Mouhacine Benosman, Amir-massoud Farahmand, Meng Xia arXiv:1509.07860v1 [cs.SY] 25 Sep 2015 Abstract We study in this paper the problem of adaptive trajectory tracking control for a class of nonlinear systems with parametric uncertainti...
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Noname manuscript No. (will be inserted by the editor) Adaptive group LASSO selection in quantile models arXiv:1601.08065v2 [math.ST] 13 Jul 2016 GABRIELA CIUPERCA Received: date / Accepted: date Abstract The paper considers a linear model with grouped explanatory variables. If the model errors are not with zero m...
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arXiv:1705.06390v2 [cs.AI] 24 Oct 2017 Scalable Exact Parent Sets Identification in Bayesian Networks Learning with Apache Spark Subhadeep Karan Jaroslaw Zola Department of Computer Science and Engineering University at Buffalo Buffalo, NY, USA Email: skaran@buffalo.edu Department of Computer Science and Engineerin...
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THE ARITHMETICAL RANK OF THE EDGE IDEALS OF GRAPHS WITH WHISKERS arXiv:1307.1652v1 [math.AC] 5 Jul 2013 ANTONIO MACCHIA Abstract. We consider the edge ideals of large classes of graphs with whiskers and for these ideals we prove that the arithmetical rank is equal to the big height. Then we extend these results to ot...
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Towards Practical File Packetizations in Wireless Device-to-Device Caching Networks Nicholas Woolsey, Student Member, IEEE, Rong-Rong Chen, Member, IEEE, arXiv:1712.07221v1 [cs.IT] 19 Dec 2017 and Mingyue Ji, Member, IEEE Abstract We consider wireless device-to-device (D2D) caching networks with single-hop transmissi...
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arXiv:1711.10301v1 [cs.PL] 28 Nov 2017 The Maximal MAM, a Reasonable Implementation of the Maximal Strategy Beniamino Accattoli INRIA, UMR 7161, LIX, École Polytechnique, France 1 Introduction This note is about a reasonable abstract machine, called Maximal MAM, implementing the maximal strategy of the λ-calculus,...
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A divide and conquer method for symbolic regression ✩ Changtong Luoa,∗, Chen Chena,b , Zonglin Jianga,b arXiv:1705.08061v2 [cs.NE] 27 Jun 2017 a State Key Laboratory of High Temperature Gas Dynamics, Institute of Mechanics, Chinese Academy of Sciences, Beijing 100190, China b School of Engineering Sciences, Universi...
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arXiv:1110.1708v1 [cs.CE] 8 Oct 2011 Advancing Nuclear Physics Through TOPS Solvers and Tools E Ng1 , J Sarich2 , S M Wild2 , T Munson2 , H Aktulga1 , C Yang1 , P Maris3 , J P Vary3 , N Schunck4 , M G Bertolli5 , M Kortelainen5,6 , W Nazarewicz5,6 , T Papenbrock5,6 , M V Stoitsov5,6 1 2 3 4 5 6 Computational Research...
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arXiv:1612.06912v2 [math.GR] 29 Nov 2017 ON ANDREWS-CURTIS CONJECTURES FOR SOLUBLE GROUPS LUC GUYOT Abstract. The Andrews-Curtis conjecture claims that every normally generating n-tuple of a free group Fn of rank n ≥ 2 can be reduced to a basis by means of Nielsen transformations and arbitrary conjugations. Replacing...
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Register Allocation By Model Transformer Semantics by Yin Wang, R. Kent Dybvig Indiana University Abstract Register allocation has long been formulated as a graph coloring problem, coloring the conflict graph with physical registers. Such a formulation does not fully capture the goal of the allocation, which is to mini...
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Statistical Inference for Ergodic Point Processes and Application to Limit Order Book Simon Clinet and Nakahiro Yoshida Graduate School of Mathematical Sciences, University of Tokyo ∗ arXiv:1512.01899v3 [math.ST] 27 Sep 2016 CREST, Japan Science and Technology Agency September 28, 2016 Abstract We construct a gener...
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Half-CNN: A General Framework for Whole-Image Regression Jun Yuan National University of Singapore Singapore 117583 Bingbing Ni Advanced Digital Sciences Center Singapore 138632 Ashraf A.Kassim National University of Singapore Singapore 117583 yuanjun@nus.edu.sg bingbing.ni@adsc.com.sg ashraf@nus.edu.sg Abstract ...
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arXiv:1611.06455v4 [cs.LG] 14 Dec 2016 Time Series Classification from Scratch with Deep Neural Networks: A Strong Baseline Zhiguang Wang, Weizhong Yan Tim Oates GE Global Research {zhiguang.wang, yan}@ge.com Computer Science and Electric Engineering University of Maryland Baltimore County oates@umbc.edu Abstract—...
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Past, Present, Future: A Computational Investigation of the Typology of Tense in 1000 Languages Ehsaneddin Asgari1,2 and Hinrich Schütze1 1 2 Center for Information and Language Processing, LMU Munich, Germany Applied Science and Technology, University of California, Berkeley, CA, USA, inquiries@cislmu.org arXiv:17...
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1 Nonsubsampled Graph Filter Banks and Distributed Implementation Junzheng Jiang, Cheng Cheng, and Qiyu Sun arXiv:1709.04107v1 [cs.IT] 13 Sep 2017 Abstract In this paper, we consider nonsubsampled graph filter banks (NSGFBs) to process data on a graph in a distributed manner. Given an analysis filter bank with small...
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1 Throughput Maximization for Decode-and-Forward Relay Channels with Non-Ideal Circuit Power arXiv:1606.04661v2 [cs.IT] 19 Jun 2017 Hengjing Liang, Chuan Huang, Member, IEEE, Zhi Chen, Member, IEEE, and Shaoqian Li, Fellow, IEEE Abstract—This paper studies the throughput maximization problem for a three-node relay ...
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BECK’S CONJECTURE FOR MULTIPLICATIVE LATTICES arXiv:1310.4594v1 [math.AC] 17 Oct 2013 VINAYAK JOSHI AND SACHIN SARODE Abstract. In this paper, we introduce the zero divisor graph of a multiplicative lattice. We provide a counter-example to Beck’s conjecture for multiplicative lattices. Further, we prove that Beck’s ...
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QUASILINEAR QUADRATIC FORMS AND FUNCTION FIELDS OF QUADRICS arXiv:1710.09692v1 [math.AC] 26 Oct 2017 STEPHEN SCULLY Abstract. Let p and q be anisotropic quadratic forms of dimension ≥ 2 over a field F . In a recent article, we formulated a conjecture describing the general constraints which the dimensions of p and q...
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Predicting Runtime Distributions using Deep Neural Networks Katharina Eggensperger and Marius Lindauer and Frank Hutter arXiv:1709.07615v2 [cs.AI] 24 Oct 2017 University of Freiburg {eggenspk, lindauer, fh}@cs.uni-freiburg.de Abstract Many state-of-the-art algorithms for solving hard combinatorial problems include e...
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Enabling Bio-Plausible Multi-level STDP using CMOS Neurons with Dendrites and Bistable RRAMs Xinyu Wu Vishal Saxena Boise, ID, USA tomas.wu@gmail.com Department of Electrical and Computer Engineering University of Idaho Moscow, ID, USA vsaxena@uidaho.edu Stochastic I. INTRODUCTION Human brain is capable of process...
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A micromechanics-enhanced finite element formulation for modelling heterogeneous materials Jan Nováka,b,c , Lukasz Kaczmarczyka , Peter Grassla , Jan Zemanb , Chris J. Pearcea,∗ arXiv:1103.5633v2 [cond-mat.mtrl-sci] 15 Jun 2011 a School of Engineering, University of Glasgow, Glasgow G12 8QQ, UK Faculty of Civil Eng...
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arXiv:1605.05577v1 [math.CV] 18 May 2016 AN IRREDUCIBILITY CRITERION FOR POWER SERIES GUILLAUME ROND AND BERND SCHOBER Abstract. We prove an irreducibility criterion for polynomials with power series coefficients generalizing previous results given in [GBGP] and [ACLM1]. 1. Introduction The aim of this note is to p...
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1 Performance Evaluation of Spatial Complementary Code Keying Modulation in MIMO Systems arXiv:1709.05525v1 [cs.IT] 16 Sep 2017 Amir H. Jafari, Timothy O’Farrell Dept. of Electronic & Electrical Engineering, University of Sheffield, Sheffield, United Kingdom, S1 3JD a.jafari@sheffield.ac.uk Abstract—Spatial complem...
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Localization of protein aggregation in Escherichia coli is governed by diffusion and nucleoid macromolecular crowding effect Anne-Sophie Coquel1,3,4, Jean-Pascal Jacob5, Mael Primet5, Alice Demarez1, Mariella Dimiccoli5, Thomas Julou6, Lionel Moisan5, Ariel B. Lindner1,2*, Hugues Berry3,4* 1. Institut National de la ...
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On  the  average  uncertainty  for  systems   with  nonlinear  coupling     Kenric  P.  Nelson 1, 2,  Sabir  R.  Umarov 3,  and  Mark  A.  Kon 1   Abstract     The  increased  uncertainty  and  complexity  of  nonlinear  systems  have  motivated   inve...
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THE SUBGROUP IDENTIFICATION PROBLEM FOR FINITELY PRESENTED GROUPS arXiv:1109.1792v4 [math.GR] 19 Oct 2016 MAURICE CHIODO Abstract. We introduce the subgroup identification problem, and show that there is a finitely presented group G for which it is unsolvable, and that it is uniformly solvable in the class of finitel...
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On Improving the Capacity of Solving Large-scale Wireless Network Design Problems by Genetic Algorithms⋆ arXiv:1704.05367v1 [math.OC] 15 Apr 2017 Fabio D’Andreagiovanni Konrad-Zuse-Zentrum für Informationstechnik Berlin (ZIB) Takustrasse 7, 14195 Berlin, Germany d.andreagiovanni@zib.de Abstract. Over the last decad...
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arXiv:1801.03996v1 [quant-ph] 11 Jan 2018 Noisy Feedback and Loss Unlimited Private Communication Dawei Ding Saikat Guha Stanford Institute for Theoretical Physics Stanford University Stanford, CA 94305, USA Email: dding@stanford.edu College of Optical Sciences University of Arizona Tucson, AZ 85721, USA Email: sai...
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> REPLACE THIS LINE WITH YOUR PAPER IDENTIFICATION NUMBER (DOUBLE-CLICK HERE TO EDIT) < 1 Constrained Extreme Learning Machines: A Study on Classification Cases Wentao Zhu, Jun Miao, and Laiyun Qing Abstract—Extreme learning machine (ELM) is an extremely fast learning method and has a powerful performance for patter...
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Artifact reduction for separable non-local means Sanjay Ghosh and Kunal N. Chaudhury1 arXiv:1710.09552v1 [cs.CV] 26 Oct 2017 Department of Electrical Engineering, Indian Institute of Science, Bangalore. Abstract. It was recently demonstrated [J. Electron. Imaging, 25(2), 2016] that one can perform fast non-local mea...
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arXiv:1803.10801v1 [math.GT] 28 Mar 2018 LENGTH FUNCTIONS ON CURRENTS AND APPLICATIONS TO DYNAMICS AND COUNTING VIVEKA ERLANDSSON AND CAGLAR UYANIK Contents 1. Introduction 2. Background 2.1. Curves on surfaces 2.2. Teichmüller space and the mapping class group 2.3. Measured Laminations 2.4. Geodesic Currents 2.5. Ni...
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Under consideration for publication in Theory and Practice of Logic Programming 1 On the interaction between sharing and linearity arXiv:0710.0528v2 [cs.PL] 28 Jul 2009 GIANLUCA AMATO and FRANCESCA SCOZZARI Dipartimento di Science, Università “G. d’Annunzio” di Chieti-Pescara, Pescara, Italy. (e-mail: amato@sci.un...
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arXiv:1412.2490v4 [math.RA] 25 Jan 2016 SIMPLE TWISTED GROUP ALGEBRAS OF DIMENSION p4 AND THEIR SEMI-CENTERS OFIR SCHNABEL Abstract. For simple twisted group algebra over a group G, if Gp is Hall subgroup of G then the semi-center is simple. Simple twisted groups algebras correspond to groups of central type. We class...
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MULTIPLIER IDEALS IN TWO-DIMENSIONAL LOCAL RINGS WITH RATIONAL SINGULARITIES arXiv:1412.3605v2 [math.AG] 4 May 2016 MARIA ALBERICH-CARRAMIÑANA, JOSEP ÀLVAREZ MONTANER, AND FERRAN DACHS-CADEFAU Abstract. The aim of this paper is to study jumping numbers and multiplier ideals of any ideal in a two-dimensional local r...
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arXiv:1801.04757v1 [cs.IT] 15 Jan 2018 On the Distribution of Random Geometric Graphs Mihai-Alin Badiu Justin P. Coon Department of Electronic Systems Aalborg University Fredrik Bajers Vej 7, 9220 Aalborg Øst, Denmark Email: mib@es.aau.dk Department of Engineering Science University of Oxford Parks Road, Oxford OX1...
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On Active and Passive Testing Noga Alon∗ Rani Hod† Amit Weinstein‡ arXiv:1307.7364v2 [cs.DS] 15 Nov 2015 February 27, 2018 Abstract Given a property of Boolean functions, what is the minimum number of queries required to determine with high probability if an input function satisfies this property or is “far” from s...
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Best-case Analysis of MergeSort with an Application to the Sum of Digits Problem arXiv:1607.04604v2 [cs.DM] 5 Dec 2016 A manuscript (MS) v2,II intended for future journal publicationI MAREK A. SUCHENEK California State University Dominguez Hills, Department of Computer Science, 1000 E. Victoria St., Carson, CA 90747...
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arXiv:cond-mat/0407439v1 [cond-mat.mes-hall] 16 Jul 2004 A Theoretical Study on Spin-Dependent Transport of “Ferromagnet/Carbon Nanotube Encapsulating Magnetic Atoms/Ferromagnet” Junctions with 4-Valued Conductances Satoshi Kokado1,2 ∗ and Kikuo Harigaya2,3 † 1 Faculty of Engineering, Shizuoka University, Hamamat...
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Orthogonal Series Density Estimation for Complex Surveys Shangyuan Ye, Ye Liang and Ibrahim A. Ahmad arXiv:1709.06588v2 [stat.ME] 26 Sep 2017 Department of Statistics, Oklahoma State University Abstract We propose an orthogonal series density estimator for complex surveys, where samples are neither independent nor i...
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1 Collective Stochastic Discrete Choice Problems: arXiv:1604.08136v3 [cs.SY] 17 Aug 2017 A Min-LQG Game Formulation Rabih Salhab, Roland P. Malhamé and Jerome Le Ny Abstract We consider a class of dynamic collective choice models with social interactions, whereby a large number of non-uniform agents have to indivi...
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1 Kernel Truncated Regression Representation for Robust Subspace Clustering arXiv:1705.05108v2 [cs.CV] 23 May 2017 Liangli Zhen, Dezhong Peng, Xin Yao Abstract—Subspace clustering aims to group data points into multiple clusters of which each corresponds to one subspace. Most existing subspace clustering methods as...
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arXiv:1704.08676v1 [cs.LG] 27 Apr 2017 A quantitative assessment of the effect of different algorithmic schemes to the task of learning the structure of Bayesian Networks Stefano Berettaa , Mauro Castellib , Ivo Gonçalvesb,c , Daniele Ramazzottid,∗ a DISCo, Universitá degli Studi di Milano-Bicocca. 20126 Milano, It...
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Causal Linearizability: Compositionality for Partially Ordered Executions Simon Doherty∗1 , John Derrick†1 , Brijesh Dongol‡2 , and Heike Wehrheim§3 1 Department of Computer Science, University of Sheffield, UK Department of Computer Science, Brunel University London, UK 3 Department of Computer Science, University of...
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Self-Organization and Artificial Life: A Review Carlos Gershenson1 , Vito Trianni2 , Justin Werfel3 and Hiroki Sayama4 1 Universidad Nacional Autónoma de México, Mexico City, Mexico Institute of Cognitive Sciences and Technologies, Italian National Research Council, Rome, Italy 3 Wyss Institute for Biologically Insp...
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Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset arXiv:1705.07750v3 [cs.CV] 12 Feb 2018 † João Carreira† Andrew Zisserman†,∗ joaoluis@google.com zisserman@google.com DeepMind ∗ Department of Engineering Science, University of Oxford Abstract The paucity of videos in current action classifi...
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arXiv:1608.00327v6 [math.CV] 23 Dec 2017 CR Singularities and Generalizations of Moser’s Theorem I Valentin Burcea Abstract. Let (z1 , . . . , zN , w) be the coordinates in CN +1 . Let M ⊂ CN +1 be the real-analytic submanifold defined near p = 0 as follows       2 2 2 2 3 w = z1 z 1 + · · · + zN z N + λ1 z1 + ...
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Guaranteed Fault Detection and Isolation for Switched Affine Models arXiv:1704.05947v2 [math.OC] 1 Oct 2017 Farshad Harirchi Sze Zheng Yong Abstract— This paper considers the problem of fault detection and isolation (FDI) for switched affine models. We first study the model invalidation problem and its application ...
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arXiv:1712.03305v1 [math.ST] 8 Dec 2017 FALSE DISCOVERY CONTROL FOR PAIRWISE COMPARISONS—AN ASYMPTOTIC SOLUTION TO WILLIAMS, JONES AND TUKEY’S CONJECTURE WEIDONG LIU, DENNIS LEUNG, AND QIMAN SHAO Abstract. Under weak moment and asymptotic conditions, we offer an affirmative answer to whether the BH procedure (Benjamin...
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Image Crowd Counting Using CNN and MRF Paper: Image Crowd Counting Using Convolutional Neural Network and Markov Random Field Kang Han, Wanggen Wan, Haiyan Yao, and Li Hou arXiv:1706.03686v3 [cs.CV] 17 Oct 2017 School of Communication and Information Engineering, Shanghai University, Shanghai, China Institute of Sm...
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1 A Novel Genetic Algorithm using Helper Objectives for the 0-1 Knapsack Problem Jun He, Feidun He and Hongbin Dong arXiv:1404.0868v1 [cs.NE] 3 Apr 2014 Abstract The 0-1 knapsack problem is a well-known combinatorial optimisation problem. Approximation algorithms have been designed for solving it and they return pro...
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Prioritized Norms in Formal Argumentation Beishui Liao1,3 , Nir Oren2 , Leendert van der Torre3 and Serena Villata4 1 2 arXiv:1709.08034v2 [cs.AI] 28 Feb 2018 3 Zhejiang University, China University of Aberdeen, United Kingdom University of Luxembourg, Luxembourg 4 CNRS, I3S Laboratory, France Abstract. To resolve...
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A Sub-Quadratic Exact Medoid Algorithm arXiv:1605.06950v4 [stat.ML] 12 Apr 2017 James Newling Idiap Research Institute & EPFL Abstract We present a new algorithm trimed for obtaining the medoid of a set, that is the element of the set which minimises the mean distance to all other elements. The algorithm is shown to...
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arXiv:1709.04596v1 [stat.ML] 14 Sep 2017 A Framework for Generalizing Graph-based Representation Learning Methods Nesreen K. Ahmed Ryan A. Rossi Rong Zhou John Boaz Lee Intel Labs PARC Google WPI Xiangnan Kong Theodore L. Willke Hoda Eldardiry WPI Intel Labs PARC Abstract Random walks are at the heart of...
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Inversion-Based Output Tracking and Unknown Input Reconstruction of Square Discrete-Time Linear Systems E. Naderi and K. Khorasani a arXiv:1606.06215v2 [cs.SY] 23 Jan 2017 a Department of Electrical and Computer Engineering, Concordia University, Montreal, Quebec, Canada Abstract In this paper, we propose a framewo...
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Contextuality in multipartite pseudo-telepathy graph games Anurag Anshu1 , Peter Høyer2 , Mehdi Mhalla3 , and Simon Perdrix4 arXiv:1609.09689v2 [quant-ph] 24 Jun 2017 1 3 Centre for Quantum Technologies, National University of Singapore 2 University of Calgary, Canada Univ. Grenoble Alpes, CNRS, Grenoble INP, LIG, ...
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S EQ 2SQL: G ENERATING S TRUCTURED Q UERIES FROM NATURAL L ANGUAGE USING R EINFORCEMENT L EARNING arXiv:1709.00103v7 [cs.CL] 9 Nov 2017 Victor Zhong, Caiming Xiong, Richard Socher Salesforce Research Palo Alto, CA {vzhong,cxiong,rsocher}@salesforce.com A BSTRACT Relational databases store a significant amount of the...
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arXiv:1509.01568v2 [math.GR] 8 Apr 2018 A CONSTRUCTIVE WAY TO COMPUTE THE TARSKI NUMBER OF A GROUP AKRAM YOUSOFZADEH Abstract. The Tarski number of a group G is the minimal number of the pieces of paradoxical decompositions of that group. Using configurations along with a matrix combinatorial property we construct pa...
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1 Random Coding Error Exponents for the Two-User Interference Channel arXiv:1503.02389v2 [cs.IT] 20 Jun 2017 Wasim Huleihel and Neri Merhav The Andrew & Erna Viterbi Faculty of Electrical Engineering Technion - Israel Institute of Technology Haifa 3200003, ISRAEL E-mail: {wh@campus, merhav@ee}.technion.ac.il Abstra...
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Compact Representations of Event Sequences Nieves R. Brisaboa∗ , Guillermo de Bernardo∗ , Gonzalo Navarro† , Tirso V. Rodeiro∗ and Diego Seco‡ arXiv:1803.02576v1 [cs.DS] 7 Mar 2018 ∗ University of A Coruña A Coruña, Spain brisaboa@udc.es gdebernardo@udc.es tirso.varela.rodeiro@udc.es † CeBiB and DCC University ...
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GENERATING RANDOM FACTORED IDEALS IN NUMBER FIELDS arXiv:1612.06260v2 [math.NT] 28 Jun 2017 ZACHARY CHARLES Abstract. We present a randomized polynomial-time algorithm to generate an ideal and its factorization uniformly at random in a given number field. We do this by generating a random integer and its factorizatio...
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arXiv:1403.7793v1 [math.OC] 30 Mar 2014 True Global Optimality of the Pressure Vessel Design Problem: A Benchmark for Bio-Inspired Optimisation Algorithms Xin-She Yang, Christian Huyck, Mehmet Karamanoglu, Nawaz Khan School of Science and Technology, Middlesex University, The Burroughs, London NW4 4BT, UK. Abstract Th...
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Multi-category Angle-based Classifier Refit Guo Xian Yau1 and Chong Zhang arXiv:1607.05709v1 [math.ST] 19 Jul 2016 1 2 Department of Mathematics University of Waterloo 2 Amazon.com, Inc. Abstract Classification is an important statistical learning tool. In real application, besides high prediction accuracy, it is ...
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Robust Facial Landmark Detection under Significant Head Poses and Occlusion Yue Wu Qiang Ji ECSE Department, Rensselaer Polytechnic Institute arXiv:1709.08127v1 [cs.CV] 23 Sep 2017 110 8th street, Troy, NY, USA {wuy9,jiq}@rpi.edu Abstract There have been tremendous improvements for facial landmark detection on gen...
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Published as a conference paper at ICLR 2017 D EEP L EARNING WITH DYNAMIC C OMPUTATION G RAPHS Moshe Looks, Marcello Herreshoff, DeLesley Hutchins & Peter Norvig Google Inc. {madscience,marcelloh,delesley,pnorvig}@google.com arXiv:1702.02181v2 [cs.NE] 22 Feb 2017 A BSTRACT Neural networks that compute over graph str...
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arXiv:1611.06714v1 [math.ST] 21 Nov 2016 On the Monotonicity of the Copula Entropy Yaniv Tenzer, and Gal Elidan Department of Statistics, The Hebrew University of Jerusalem Abstract Understanding the way in which random entities interact is of key interest in numerous scientific fields. This can range from a full cha...
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Multicuts in Planar and Bounded-Genus Graphs with Bounded Number of Terminals∗ Éric Colin de Verdière† November 24, 2016 arXiv:1502.00911v3 [cs.DS] 23 Nov 2016 Abstract Given an undirected, edge-weighted graph G together with pairs of vertices, called pairs of terminals, the minimum multicut problem asks for a mini...
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arXiv:1307.0593v1 [math.AC] 2 Jul 2013 Saturations of powers of certain determinantal ideals Kosuke Fukumuro, Taro Inagawa and Koji Nishida∗ Graduate School of Science, Chiba University, 1-33 Yayoi-Cho, Inage-Ku, Chiba-Shi, 263-8522, JAPAN Abstract Let R be a Noetherian local ring and m a positive integer. Let I be t...
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GenomeFingerprinter and universal genome fingerprint analysis for systematic comparative genomics Yuncan Ai*, Hannan Ai, Fanmei Meng, Lei Zhao State Key Laboratory for Biocontrol, School of Life Sciences, Sun Yat-sen University, Guangzhou 510275, P. R. China Lssayc@mail.sysu.edu.cn * Corresponding Author: Yuncan Ai P...
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A Practical Quantum Instruction Set Architecture Robert S. Smith, Michael J. Curtis, William J. Zeng Rigetti Computing 775 Heinz Ave. Berkeley, California 94710 Email: {robert, spike, will}@rigetti.com arXiv:1608.03355v2 [quant-ph] 17 Feb 2017 IV Abstract—We introduce an abstract machine architecture for classical/qu...
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HEIGHTS OF VARIETIES IN MULTIPROJECTIVE SPACES AND ARITHMETIC NULLSTELLENSÄTZE arXiv:1103.4561v2 [math.AG] 20 Oct 2012 CARLOS D’ANDREA, TERESA KRICK, AND MARTÍN SOMBRA Abstract. We present bounds for the degree and the height of the polynomials arising in some problems in effective algebraic geometry including the ...
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LOCAL HOMOLOGY, KOSZUL HOMOLOGY AND SERRE CLASSES KAMRAN DIVAANI-AAZAR, HOSSEIN FARIDIAN AND MASSOUD TOUSI arXiv:1701.07727v1 [math.AC] 26 Jan 2017 Abstract. Given a Serre class S of modules, we compare the containment of the Koszul homology, Ext modules, Tor modules, local homology, and local cohomology in S up to a...
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PRIMARY COMPONENTS OF CODIMENSION TWO LATTICE BASIS IDEALS arXiv:1403.0679v1 [math.AG] 4 Mar 2014 ZEKIYE SAHIN ESER AND LAURA FELICIA MATUSEVICH A BSTRACT. We provide explicit combinatorial descriptions of the primary components of codimension two lattice basis ideals. As an application, we compute the set of parame...
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Structural Learning for Template-free Protein Folding By Feng Zhao Submitted to: Toyota Technological Institute at Chicago 6045 S. Kenwood Ave, Chicago, IL, 60637 For the degree of Doctor of Philosophy in Computer Science Thesis Committee: Jinbo Xu (Thesis Supervisor) David McAllester Jie Liang Tobin Sosni Sosnic sn...
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arXiv:1607.01228v1 [math.AC] 5 Jul 2016 A CANONICAL POLYTOPAL RESOLUTION FOR TRANSVERSAL MONOMIAL IDEALS RAHIM ZAARE-NAHANDI UNIVERSITY OF TEHRAN Abstract. Let S = k[x11 , · · · , x1b1 , · · · , xn1 , · · · , xnbn ] be a polynomial ring in m = b1 + · · · + bn variables over a field k. For all j, 1 ≤ j ≤ n, let Pj be t...
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PREDICTION-ADAPTATION-CORRECTION RECURRENT NEURAL NETWORKS FOR LOW-RESOURCE LANGUAGE SPEECH RECOGNITION Yu Zhang1 , Ekapol Chuangsuwanich1 , James Glass1 , Dong Yu2 1 MIT Computer Science and Artificial Intelligence Laboratory arXiv:1510.08985v1 [cs.CL] 30 Oct 2015 {yzhang87, ekapolc, glass}@mit.edu 2 Microsoft Re...
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Person Re-Identification by Deep Joint Learning of Multi-Loss Classification arXiv:1705.04724v2 [cs.CV] 23 May 2017 Wei Li, Xiatian Zhu, Shaogang Gong Queen Mary University of London, London, UK {w.li, xiatian.zhu, s.gong}@qmul.ac.uk Abstract Existing person re-identification (re-id) methods rely mostly on either lo...
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1 Model Predictive Control for Signal Temporal Logic Specifications arXiv:1703.09563v1 [cs.SY] 28 Mar 2017 Vasumathi Raman1 , Alexandre Donzé2 , Mehdi Maasoumy3 , Richard M. Murray1 , Alberto Sangiovanni-Vincentelli2 and Sanjit A. Seshia2 Abstract—We present a mathematical programming-based method for model predic...
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arXiv:1801.04086v1 [math.RA] 12 Jan 2018 Maximal and typical nonnegative ranks of nonnegative tensors Toshio SUMI∗, Mitsuhiro MIYAZAKI†and Toshio SAKATA‡ Abstract Let N1 , . . . , Nd be positive integers with N1 ≤ · · · ≤ Nd . Set N = N1 · · · Nd−1 . We show in this paper that an integer r is a typical nonnegative ra...
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Perfectly capturing traveling single photons of arbitrary temporal wavepackets with a single tunable device arXiv:1609.05643v1 [quant-ph] 19 Sep 2016 Hendra I. Nurdin∗, Matthew R. James†, and Naoki Yamamoto‡ Abstract We derive the explicit analytical form of the time-dependent coupling parameter to an external field...
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1 Deep Recurrent Neural Networks for TimeSeries Prediction Sharat C Prasad, Member, IEEE, and Piyush Prasad Abstract— Ability of deep networks to extract high level features and of recurrent networks to perform time-series inference have been studied. In view of universality of one hidden layer network at approximati...
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A Two-Step Distribution System State Estimator with Grid Constraints and Mixed Measurements Miguel Picallo∗† , Adolfo Anta∗ and Ara Panosyan∗ ∗ General arXiv:1703.10815v1 [cs.SY] 31 Mar 2017 Electric Global Research Munich, Germany Email: miguel.picallocruz|anta|panosyan@ge.com Abstract—In this work we study the pro...
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1 Data-Driven Inversion-Based Control: closed-loop stability analysis for MIMO systems arXiv:1801.08993v1 [cs.SY] 26 Jan 2018 Carlo Novara and Simone Formentin Abstract—Data-Driven Inversion-Based Control (D2 -IBC) is a recently introduced control design method for uncertain nonlinear systems, relying on a two degr...
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A Parallel Simulator for Massive Reservoir Models Utilizing Distributed-Memory Parallel Systems Hui Liu 1∗, Lihua Shen1 , Yan Chen1,2∗ , Kun Wang1 , Bo Yang1 , Zhangxin Chen1∗ arXiv:1701.06254v1 [cs.CE] 23 Jan 2017 1 Department of Chemical and Petroleum Engineering University of Calgary, 2500 University Drive NW, Ca...
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A Optimal Partitioning for Dual-Pivot Quicksort arXiv:1303.5217v3 [cs.DS] 13 Oct 2015 Martin Aumüller and Martin Dietzfelbinger, Technische Universität Ilmenau Dual-pivot quicksort refers to variants of classical quicksort where in the partitioning step two pivots are used to split the input into three segments. T...
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arXiv:1503.00966v2 [math.ST] 10 Apr 2017 SEQUENTIAL MONTE CARLO AS APPROXIMATE SAMPLING: BOUNDS, ADAPTIVE RESAMPLING VIA ∞-ESS, AND AN APPLICATION TO PARTICLE GIBBS JONATHAN H. HUGGINS AND DANIEL M. ROY Abstract. Sequential Monte Carlo (SMC) algorithms were originally designed for estimating intractable conditional ex...
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arXiv:1705.05295v2 [cs.DS] 19 May 2017 Constructing a Consensus Phylogeny from a Leaf-Removal Distance Cedric Chauve1 , Mark Jones2 , Manuel Lafond3 , Céline Scornavacca4 , and Mathias Weller5 1 Department of Mathematics, Simon Fraser University, Burnaby, BC, Canada,, cedric.chauve@sfu.ca 2 Delft Institute of Applie...
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Submitted to the Annals of Statistics arXiv: arXiv:1701.04889 EFFICIENT AND ADAPTIVE LINEAR REGRESSION IN SEMI-SUPERVISED SETTINGS arXiv:1701.04889v2 [stat.ME] 19 Aug 2017 By Abhishek Chakrabortty ∗,† and Tianxi Cai† University of Pennsylvania and Harvard University We consider the linear regression problem under se...
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