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Hybrid Gradient Boosting Trees and Neural Networks for Forecasting Operating Room Data arXiv:1801.07384v2 [cs.LG] 24 Jan 2018 Hugh Chen University of Washington {hughchen}@uw.edu Scott Lundberg University of Washington {slund1}@cs.washington.edu Su-In Lee University of Washington {suinlee}@cs.washington.edu Abstra...
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Finite nilpotent groups coincide with their 2-closures arXiv:1611.01634v1 [math.GR] 5 Nov 2016 in all of their faithful permutation representations Alireza Abdollahi∗a,b and Majid Arezoomand†a a Department of Mathematics, University of Isfahan, Isfahan 81746-73441, Iran b School of Mathematics, Institute for Resea...
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1 Wideband DOA Estimation through Projection Matrix Interpolation arXiv:1706.08280v1 [cs.IT] 26 Jun 2017 J. Selva Abstract—This paper presents a method to reduce the complexity of the deterministic maximum likelihood (DML) estimator in the wideband direction-of-arrival (WDOA) problem, which is based on interpolatin...
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Two Gaussian Approaches to Black-Box Optomization Lukáš Bajer arXiv:1411.7806v1 [cs.NE] 28 Nov 2014 1 Martin Holeňa CMA Evolution Strategy CMA-ES [7, 8] is the state-of-the-art evolutionary optimization method, at least in the area of continuous black-box optimization. Basically, it consists in generating new s...
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Inverse Reinforcement Learning for Marketing Igor Halperin NYU Tandon School of Engineering arXiv:1712.04612v1 [q-fin.CP] 13 Dec 2017 e-mail: igor.halperin@nyu.edu December 14, 2017 Abstract: Learning customer preferences from an observed behaviour is an important topic in the marketing literature. Structural model...
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arXiv:1612.00432v1 [math.GR] 1 Dec 2016 Magnus pairs in, and free conjugacy separability of, limit groups Larsen Louder & Nicholas W.M. Touikan December 2, 2016 Abstract There are limit groups having non-conjugate elements whose images are conjugate in every free quotient. Towers over free groups are freely conjugacy ...
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A Serial Multilevel Hypergraph Partitioning Algorithm arXiv:1601.01336v1 [cs.DS] 6 Jan 2016 Foad Lotfifar · Matthew Johnson Abstract The graph partitioning problem has many applications in scientific computing such as computer aided design, data mining, image compression and other applications with sparse-matrix vec...
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Phone-aware Neural Language Identification Zhiyuan Tang, Dong Wang, Yixiang Chen, Ying Shi, Lantian Li Center for Speech and Language Technologies (CSLT), Tsinghua University Corresponding author:wangdong99@mails.tsinghua.edu.cn arXiv:1705.03152v2 [cs.CL] 22 May 2017 Abstract Pure acoustic neural models, particularly...
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1 Fast k -means based on KNN Graph arXiv:1705.01813v1 [cs.LG] 4 May 2017 Cheng-Hao Deng, and Wan-Lei Zhao Abstract—In the era of big data, k-means clustering has been widely adopted as a basic processing tool in various contexts. However, its computational cost could be prohibitively high as the data size and the cl...
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A Direct Coupling Coherent Quantum Observer for a Qubit, including Observer Measurements arXiv:1703.09887v1 [quant-ph] 29 Mar 2017 Ian R. Petersen and Elanor H. Huntington Abstract— This paper proposes a direct coupling coherent quantum observer for a quantum plant which consists of a two level quantum system. The q...
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Lagrangian method for solving Lane-Emden type equation arising in astrophysics on semi-infinite domains K Parand, A R Rezaei, A Taghavi∗ arXiv:1008.2313v2 [math-ph] 16 Aug 2010 Department of Computer Sciences, Shahid Beheshti University, G.C., Tehran, Iran Abstract In this paper we propose a Lagrangian method for so...
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Improved Bounds for Online Dominating Sets of Trees Koji M. Kobayashi arXiv:1710.11414v1 [cs.DS] 31 Oct 2017 Abstract The online dominating set problem is an online variant of the minimum dominating set problem, which is one of the most important NP-hard problems on graphs. This problem is defined as follows: Given a...
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Theory and computation of electromagnetic fields and thermomechanical structure interaction for systems undergoing large deformations arXiv:1803.10551v1 [cs.CE] 28 Mar 2018 B. E. Abali ∗ A. F. Queiruga† Abstract The governing equations for electromagneto-thermomechanical systems are well established and thoroughly...
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PlDoc: Wiki style Literate Programming for Prolog Jan Wielemaker1 and Anjo Anjewierden2 arXiv:0711.0618v1 [cs.PL] 5 Nov 2007 1 2 Human-Computer Studies Laboratory, University of Amsterdam, Kruislaan 419, 1098 VA Amsterdam, The Netherlands, wielemak@science.uva.nl Department of Instructional Technology, Faculty of B...
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Exponential Natural Particle Filter Ghazal Zand, Mojtaba Taherkhani and Reza Safabakhsh Robotics Research Institute, AmirKabir University of Technology, Tehran, Iran Computer Engineering and Information Technology Dep., AmirKabir University of Technology, Tehran, Iran { ghazal.zand, taherkhani.mojtaba, safa }@aut.ac.ir...
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Sketching and Embedding are Equivalent for Norms∗ Alexandr Andoni† Robert Krauthgamer‡ Ilya Razenshteyn§ arXiv:1411.2577v3 [cs.DS] 15 Feb 2017 February 16, 2017 Abstract An outstanding open question posed by Guha and Indyk in 2006 asks to characterize metric spaces in which distances can be estimated using efficie...
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Fairness Testing: Testing Software for Discrimination Sainyam Galhotra Yuriy Brun Alexandra Meliou arXiv:1709.03221v1 [cs.SE] 11 Sep 2017 University of Massachusetts, Amherst Amherst, Massachusetts 01003-9264, USA {sainyam, brun, ameli}@cs.umass.edu ABSTRACT 1 This paper defines software fairness and discriminat...
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arXiv:1802.08115v1 [cs.CE] 11 Feb 2018 Novel differential quadrature element method for higher order strain gradient elasticity theory Md Ishaquddin∗, S.Gopalakrishnan† Department of Aerospace Engineering,Indian Institute of Science Bengaluru 560012, India Abstract In this paper, we propose a novel and efficient diff...
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A Multi-Class Dispatching and Charging Scheme for Autonomous Electric Mobility On-Demand Syrine Belakaria∗ , Mustafa Ammous∗ , Sameh Sorour∗ and Ahmed Abdel-Rahim†‡ ∗ Department of Electrical and Computer Engineering, University of Idaho, Moscow, ID, USA Department of Civil and Environmental Engineering, University of...
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Stochastic Global Optimization Algorithms: A Systematic Formal Approach arXiv:1706.02246v1 [cs.AI] 7 Jun 2017 Jonatan Gomez1 Abstract As we know, some global optimization problems cannot be solved using analytic methods, so numeric/algorithmic approaches are used to find near to the optimal solutions for them. A sto...
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arXiv:1712.05594v1 [cs.CE] 15 Dec 2017 Influence of the SIPG penalisation on the numerical properties of linear systems for elastic wave propagation Uwe Köcher1 1 Helmut-Schmidt-University, University of the Federal Armed Forces Hamburg, Department of Mechanical Engineering, Germany, koecher@hsu-hamburg.de December ...
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On sampling SCJ rearrangement scenarios István Miklós1,2 and Sándor Z. Kiss2,3 and Eric Tannier4 arXiv:1304.2170v1 [cs.CE] 8 Apr 2013 1 3 Department of Stochastics, Rényi Institute, 1053 Budapest, Reáltanoda u. 13-15, Hungary 2 Data Mining and Search Research Group, Computer and Automation Institute, Hungarian...
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Efficient Large-Scale Multi-Modal Classification Douwe Kiela, Edouard Grave, Armand Joulin and Tomas Mikolov arXiv:1802.02892v1 [cs.CL] 6 Feb 2018 Facebook AI Research {dkiela,egrave,ajoulin,tmikolov}@fb.com Abstract While the incipient internet was largely text-based, the modern digital world is becoming increasing...
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07/25/2017 Data-Driven Analysis and Common Proper Orthogonal Decomposition (CPOD)-Based Spatio-Temporal Emulator for Design Exploration Shiang-Ting Yeha,*, Xingjian Wanga, **, Chih-Li Sungb, †, Simon Makb, †, Yu-Hung Changa, ‡, Liwei Zhang, a, ‡‡ C. F. Jeff Wub, §, Vigor Yanga, ¶ School of Aerospace Engineering, Georgi...
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1 Analog to Digital Cognitive Radio: Sampling, Detection and Hardware arXiv:1708.05201v1 [cs.CE] 17 Aug 2017 Deborah Cohen, Shahar Tsiper, Yonina C. Eldar Technion – Israel Institute of Technology, Haifa, Israel {debby@tx, tsiper@tx, yonina@ee}.technion.ac.il I. I NTRODUCTION The radio spectrum is the radio frequen...
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Caching in Combination Networks: A Novel Delivery by Leveraging the Network Topology Kai Wan∗ , Mingyue Ji† , Pablo Piantanida∗ , Daniela Tuninetti‡ arXiv:1802.10479v1 [cs.IT] 28 Feb 2018 ∗ L2S CentraleSupélec-CNRS-Université Paris-Sud, France, {kai.wan, pablo.piantanida}@l2s.centralesupelec.fr † University of Utah,...
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Hyperbolic HHS II: Graphs of hierarchically hyperbolic groups Davide Spriano arXiv:1801.01850v1 [math.GR] 5 Jan 2018 January 5, 2018 Abstract In this paper we consider a large family of graphs of hierarchically hyperbolic groups (HHG) and show that their fundamental groups admit HHG structures. To do that, we will in...
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1 Inexact Gradient Projection and Fast Data Driven Compressed Sensing Mohammad Golbabaee, Mike E. Davies, Fellow, IEEE, arXiv:1706.00092v1 [cs.IT] 31 May 2017 Abstract We study convergence of the iterative projected gradient (IPG) algorithm for arbitrary (possibly nonconvex) sets and when both the gradient and proje...
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Two-Armed Bandit Problem, Data Processing, and Parallel Version of the Mirror Descent Algorithm arXiv:1705.09977v1 [math.ST] 28 May 2017 Alexander Kolnogorov Alexander Nazin Dmitry Shiyan Yaroslav-the-Wise V.A.Trapeznikov Institute of Control Sciences Yaroslav-the-Wise Novgorod State University Russian Academy of ...
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arXiv:1701.07796v1 [cs.IT] 26 Jan 2017 A VARIATIONAL CHARACTERIZATION OF RÉNYI DIVERGENCES VENKAT ANANTHARAM1 ABSTRACT: Atar, Chowdhary and Dupuis have recently exhibited a variational formula for exponential integrals of bounded measurable functions in terms of Rényi divergences. We develop a variational characte...
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On the influence of Dice loss function in multi-class organ segmentation of abdominal CT using 3D fully convolutional networks Chen SHEN1 , Holger R. ROTH1 , Hirohisa ODA2 , Masahiro ODA1 , Yuichiro HAYASHI1 , Kazunari MISAWA3 , and Kensaku MORI1 1 arXiv:1801.05912v1 [cs.CV] 18 Jan 2018 2 Graduate School of Informat...
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Early prediction of the duration of protests using probabilistic Latent Dirichlet Allocation and Decision Trees Satyakama Paul∗ , Madhur Hasija† and Tshilidzi Marwala‡ arXiv:1711.00462v1 [cs.SI] 18 Sep 2017 ∗ Oracle India Pvt. Ltd, Prestige Tech Park, Bengaluru, India - 560103 Email: satyakama.paul@gmail.com † WNS G...
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THE MAXIMUM LIKELIHOOD DEGREE OF TORIC VARIETIES arXiv:1703.02251v2 [math.AG] 8 Nov 2017 CARLOS AMÉNDOLA, NATHAN BLISS, ISAAC BURKE, COURTNEY R. GIBBONS, MARTIN HELMER, SERKAN HOŞTEN, EVAN D. NASH, JOSE ISRAEL RODRIGUEZ, DANIEL SMOLKIN Abstract. We study the maximum likelihood (ML) degree of toric varieties, known ...
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arXiv:1606.02097v1 [math.GR] 7 Jun 2016 PRIMITIVE PERMUTATION GROUPS WITH A SUBORBIT OF LENGTH 5 AND VERTEX-PRIMITIVE GRAPHS OF VALENCY 5 JOANNA B. FAWCETT, MICHAEL GIUDICI, CAI HENG LI, CHERYL E. PRAEGER, GORDON ROYLE, GABRIEL VERRET Abstract. We classify finite primitive permutation groups having a suborbit of lengt...
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A SIMPLE HASH CLASS WITH STRONG RANDOMNESS PROPERTIES IN GRAPHS AND HYPERGRAPHS∗ arXiv:1611.00029v1 [cs.DS] 31 Oct 2016 MARTIN AUMÜLLER† , MARTIN DIETZFELBINGER‡ , AND PHILIPP WOELFEL§ Abstract. We study randomness properties of graphs and hypergraphs generated by simple hash functions. Several hashing applications ...
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An overview of embedding models of entities and relationships for knowledge base completion Dat Quoc Nguyen School of Computing and Information Systems The University of Melbourne, Australia dqnguyen@unimelb.edu.au Moscow Tokyo arXiv:1703.08098v3 [cs.CL] 3 Feb 2018 Abstract Knowledge bases (KBs) of real-world facts ...
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manuscript No. (will be inserted by the editor) Indoor UAV scheduling with Restful Task Assignment Algorithm Yohanes Khosiawan · Izabela Nielsen arXiv:1706.09737v1 [cs.AI] 29 Jun 2017 Received: date / Accepted: date Abstract Research in UAV scheduling has obtained an emerging interest from scientists in the optimiz...
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End-to-end Multi-Modal Multi-Task Vehicle Control for Self-Driving Cars with Visual Perceptions Zhengyuan Yang1 * , Yixuan Zhang1 * , Jerry Yu2 , Junjie Cai2 and Jiebo Luo1 arXiv:1801.06734v2 [cs.CV] 2 Feb 2018 1 Department of Computer Science, University of Rochester, Rochester NY 14627, USA 2 SAIC USA Innovation C...
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1 Load Balancing for 5G Ultra-Dense Networks using Device-to-Device Communications Hongliang Zhang, Student Member, IEEE, Lingyang Song, Senior Member, arXiv:1803.06082v1 [cs.IT] 16 Mar 2018 IEEE, and Ying Jun (Angela) Zhang, Senior Member, IEEE Abstract Load balancing is an effective approach to address the spatia...
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arXiv:1611.08672v1 [math.RA] 26 Nov 2016 SOME CONJECTURES ON GENERALIZED CLUSTER ALGEBRAS VIA THE CLUSTER FORMULA AND D-MATRIX PATTERN PEIGEN CAO FANG LI Abstract. In the theory of generalized cluster algebras, we build the so-called cluster formula and D-matrix pattern. Then as applications, some fundamental conjec...
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1 Reliable OFDM Transmission with Ultra-Low Resolution ADC arXiv:1801.00893v1 [cs.IT] 3 Jan 2018 Hanqing Wang, Wan-Ting Shih, Chao-Kai Wen, and Shi Jin Abstract—The use of low-resolution analog-to-digital converters (ADCs) can significantly reduce power consumption and hardware cost. However, severe nonlinear disto...
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1 List Decoding of Insertions and Deletions arXiv:1701.02612v4 [cs.IT] 17 Nov 2017 Antonia Wachter-Zeh, Member IEEE Abstract—List decoding of insertions and deletions in the Levenshtein metric is considered. The Levenshtein distance between two sequences is the minimum number of insertions and deletions needed to t...
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First-spike based visual categorization using reward-modulated STDP Milad Mozafari1,2 , Saeed Reza Kheradpisheh1,2 , Timothée Masquelier3 , Abbas Nowzari-Dalini1 , and Mohammad Ganjtabesh1,2,∗ arXiv:1705.09132v2 [q-bio.NC] 2 Jan 2018 1 Department of Computer Science, School of Mathematics, Statistics, and Computer ...
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1 Control Capacity Gireeja Ranade∗† and Anant Sahai† ∗ Microsoft Research, Redmond † Electrical Engineering and Computer Sciences, University of California, Berkeley gireeja@eecs.berkeley.edu, sahai@eecs.berkeley.edu Abstract arXiv:1701.04187v1 [cs.IT] 16 Jan 2017 Feedback control actively dissipates uncertainty fr...
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Certifying 3-Edge-Connectivity Kurt Mehlhorn Adrian Neumann Jens M. Schmidt arXiv:1211.6553v3 [cs.DS] 7 Oct 2015 October 8, 2015 We present a certifying algorithm that tests graphs for 3-edge-connectivity; the algorithm works in linear time. If the input graph is not 3-edge-connected, the algorithm returns a 2-edg...
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1 Multi-Objective Weighted Sampling arXiv:1509.07445v6 [cs.DB] 13 Jun 2017 Edith Cohen Google Research Mountain View, CA, USA edith@cohenwang.com 1 Abstract— Multi-objective samples are powerful and versatile summaries of large data sets. For a set of keys x ∈ X and associated P values fx ≥ 0, a weighted sample ta...
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Faster than Classical Quantum Algorithm for dense Formulas of Exact Satisfiability and Occupation Problems Salvatore Mandrà,∗ Gian Giacomo Guerreschi,† and Alán Aspuru-Guzik‡ Department of Chemistry and Chemical Biology, arXiv:1512.00859v2 [quant-ph] 29 Aug 2016 Harvard University, 12 Oxford Street, 02138 Cambridge...
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Geometry of Information Integration arXiv:1709.02050v1 [cs.IT] 7 Sep 2017 Shun-ichi Amari1,2 , Naotsugu Tsuchiya3 , and Masafumi Oizumi1,2 1 RIKEN Brain Science Institute 2 3 Araya Inc. School of Psychological Sciences, Monash University Abstract Information geometry is used to quantify the amount of information...
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arXiv:1803.05768v2 [cs.AI] 17 Mar 2018 PAC-Reasoning in Relational Domains Ondřej Kuželka Department of CS KU Leuven Leuven, Belgium Yuyi Wang Disco Group ETH Zurich Zurich, Switzerland Abstract We consider the problem of predicting plausible missing facts in relational data, given a set of imperfect logical rule...
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PoseTrack: A Benchmark for Human Pose Estimation and Tracking Mykhaylo Andriluka1 Umar Iqbal2 Anton Milan3 Eldar Insafutdinov1 Juergen Gall2 Bernt Schiele1 Leonid Pishchulin1 1 MPI for Informatics, Saarbrücken, Germany Department of Computer Science, University of Bonn, Germany 3 School of Computer Science, Univer...
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arXiv:1802.06985v2 [math.CO] 23 Feb 2018 Binary linear complementary dual codes Masaaki Harada∗and Ken Saito† Dedicated to Professor Masahiko Miyamoto on His 65th Birthday Abstract Linear complementary dual codes (or codes with complementary duals) are codes whose intersections with their dual codes are trivial. We st...
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An Effectful Treatment of Dependent Types∗ Matthijs Vákár1 1 University of Oxford, Dept. Computer Science, matthijs.vakar@cs.ox.ac.uk arXiv:1603.04298v1 [cs.PL] 14 Mar 2016 Abstract We extend Levy’s call-by-push-value (CBPV) analysis from simple to dependent type theory (DTT) in order to study the interaction betwee...
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ANGULAR ACCURACY OF STEERABLE FEATURE DETECTORS 1 Angular Accuracy of Steerable Feature Detectors arXiv:1710.03631v1 [cs.IT] 10 Oct 2017 Zsuzsanna Püspöki, Arash Amini, Julien Fageot, John Paul Ward, and Michael Unser, Fellow, IEEE Abstract— The detection of landmarks or patterns is of interest for extracting fe...
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arXiv:1312.5832v1 [math.AC] 20 Dec 2013 ON THE LOWEY LENGTH OF MODULES OF FINITE PROJECTIVE DIMENSION. TONY J. PUTHENPURAKAL Abstract. Let (A, m) be a local Gorenstein local ring and let M be an A module of finite length and finite projective dimension. We prove that the Lowey length of M is greater than or equal to ...
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Distributed Security Constrained Economic Dispatch M. Hadi Amini1,2,4, Rupamathi Jaddivada1,Sakshi Mishra3, and Orkun Karabasoglu2,4 1 Department of Electrical and Computer Engineering, Carnegie Mellon University, Pittsburgh, PA, USA 2 SYSU-CMU Joint Institute of Engineering, Guandong, China 3 Energy Science, Technolo...
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Estimating covariance functions of multivariate skew-Gaussian random fields on the sphere Alegrı́a A. a Caro S.b , Bevilacqua M.c , Porcu E.a , Clarke J.a Departamento de Matemática, Universidad Técnica Federico Santa Marı́a, Valparaı́so, Chile b Departamento de Matemática y Computación, Universidad de Santiago,...
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Non-linear estimation is easy arXiv:0710.4486v1 [cs.CE] 24 Oct 2007 Michel Fliess Projet ALIEN, INRIA Futurs & Équipe MAX, LIX (CNRS, UMR 7161), École polytechnique, 91128 Palaiseau, France. E-mail : Michel.Fliess@polytechnique.edu Cédric Join Projet ALIEN, INRIA Futurs & CRAN (CNRS, UMR 7039), Université Henri ...
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A Stochastic Geometry Approach to Asynchronous Aloha Full-Duplex Networks arXiv:1512.01478v2 [cs.NI] 22 Sep 2017 Andrea Munari, Member IEEE, Petri Mähönen, Senior Member IEEE, Marina Petrova, Member IEEE Abstract—In-band full-duplex is emerging as a promising solution to enhance throughput in wireless networks. Allo...
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1 Fundamental Tradeoff between Storage and Latency in Cache-Aided Wireless Interference Networks arXiv:1605.00203v4 [cs.IT] 17 Jun 2017 Fan Xu, Meixia Tao, Senior Member, IEEE, and Kangqi Liu, Student Member, IEEE Abstract This paper studies the fundamental tradeoff between storage and latency in a general wireless...
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arXiv:1802.02943v1 [math.PR] 8 Feb 2018 Parametric inference for multidimensional hypoelliptic diffusion with full observations Anna Melnykova ∗ Abstract Multidimensional hypoelliptic diffusions arise naturally as models of neuronal activity. Estimation in those models is complex because of the degenerate structure ...
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ON CONJUGACY CLASSES OF Sn CONTAINING ALL IRREDUCIBLES SHEILA SUNDARAM arXiv:1607.08581v3 [math.GR] 22 Mar 2018 For Priyanka Abstract. It is shown that for the conjugation action of the symmetric group Sn , when n = 6 or n ≥ 8, all Sn -irreducibles appear as constituents of a single conjugacy class, namely, one index...
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A Macro for Reusing Abstract Functions and Theorems Sebastiaan J.C. Joosten Bernard van Gastel Julien Schmaltz Open University of the Netherlands {bas.joosten,Bernard.vanGastel,Julien.Schmaltz}@ou.nl Even though the ACL2 logic is first order, the ACL2 system offers several mechanisms providing users with some opera...
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Learning to Detect Violent Videos using Convolutional Long Short-Term Memory arXiv:1709.06531v1 [cs.CV] 19 Sep 2017 Swathikiran Sudhakaran1,2 and Oswald Lanz2 1 2 University of Trento, Trento, Italy Fondazione Bruno Kessler, Trento, Italy {sudhakaran,lanz}@fbk.eu Abstract Developing a technique for the automatic a...
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1 Nonparametric Inference via Bootstrapping the Debiased Estimator arXiv:1702.07027v2 [stat.ME] 26 Feb 2017 Yen-Chi Chen1 Department of Statistics University of Washington February 28, 2017 In this paper, we propose to construct confidence bands by bootstrapping the debiased kernel density estimator (for density est...
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Relative Error Tensor Low Rank Approximation arXiv:1704.08246v1 [cs.DS] 26 Apr 2017 Zhao Song∗ zhaos@utexas.edu UT-Austin David P. Woodruff dpwoodru@us.ibm.com IBM Almaden Peilin Zhong† peilin.zhong@columbia.edu Columbia University Abstract We consider relative error low rank approximation of tensors with respect ...
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Compressed Dynamic Range Majority Data Structures Travis Gagie1,2 , Meng He3 , and Gonzalo Navarro2,4 1 arXiv:1611.01835v1 [cs.DS] 6 Nov 2016 Diego Portales University travis.gagie@mail.udp.cl 2 CeBiB 3 4 University of Chile Dalhousie University mhe@cs.dal.ca gnavarro@dcc.uchile.cl Abstract In the range α-majori...
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The Automatic Synthesis of Linear Ranking Functions: The Complete Unabridged Version✩ Roberto Bagnaraa,b, Fred Mesnardc , Andrea Pescettid , Enea Zaffanellaa,b arXiv:1004.0944v2 [cs.PL] 1 Apr 2012 a Dipartimento di Matematica, Università di Parma, Italy srl, http://bugseng.com c IREMIA, LIM, Université de la Réun...
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1 A Convex Cycle-based Degradation Model for Battery Energy Storage Planning and Operation arXiv:1703.07968v2 [math.OC] 5 Apr 2017 Yuanyuan Shi, Bolun Xu, Yushi Tan, and Baosen Zhang Abstract A vital aspect in energy storage planning and operation is to accurately model its operational cost, which mainly comes from ...
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Aggregative Coarsening for Multilevel Hypergraph Partitioning∗ arXiv:1802.09610v1 [cs.DS] 26 Feb 2018 Ruslan Shaydulin School of Computing Clemson University rshaydu@clemson.edu Ilya Safro School of Computing Clemson University isafro@clemson.edu February 28, 2018 Abstract Algorithms for many hypergraph problems, ...
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LETTERPLACE AND CO-LETTERPLACE IDEALS OF POSETS arXiv:1501.04523v3 [math.AC] 24 Jul 2016 GUNNAR FLØYSTAD, BJØRN MØLLER GREVE, AND JÜRGEN HERZOG Abstract. To a natural number n, a finite partially ordered set P and a poset ideal J in the poset Hom(P, [n]) of isotonian maps from P to the chain on n elements, we assoc...
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1 Classification and regression using an outer approximation projection-gradient method arXiv:1506.02196v4 [math.ST] 23 Mar 2017 Michel Barlaud, Fellow, IEEE, Wafa Belhajali, Patrick L. Combettes Fellow, IEEE, and Lionel Fillatre Abstract—This paper deals with sparse feature selection and grouping for classificatio...
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Compressing Convolutional Neural Networks arXiv:1506.04449v1 [cs.LG] 14 Jun 2015 Wenlin Chen, James T. Wilson Washington University in St. Louis {wenlinchen, j.wilson}@wustl.edu Stephen Tyree NVIDIA, Santa Clara, CA, USA styree@nvidia.com Kilian Q. Weinberger, Yixin Chen Washington University in St. Louis kilian@wu...
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FI- AND OI-MODULES WITH VARYING COEFFICIENTS arXiv:1710.09247v2 [math.AC] 2 Nov 2017 UWE NAGEL AND TIM RÖMER Abstract. We introduce FI-algebras over a commutative ring K and the category of FI-modules over an FI-algebra. Such a module may be considered as a family of invariant modules over compatible varying K-algeb...
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arXiv:1510.03564v1 [cs.DS] 13 Oct 2015 Linear-Vertex Kernel for the Problem of Packing r-Stars into a Graph without Long Induced Paths Florian Barbero1 , Gregory Gutin2 , Mark Jones2 , Bin Sheng2 , and Anders Yeo3,4 1 Laboratoire d’Informatique, Robotique et Microélectronique de Montpellier, 161 rue Ada, 34095 Montp...
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Stereo obstacle detection for unmanned surface vehicles by IMU-assisted semantic segmentation Borja Bovcona,∗, Rok Mandeljca,b , Janez Peršb , Matej Kristana a University of Ljubljana, Faculty of Computer and Information Science, Večna pot 113, 1000 Ljubljana, Slovenia. of Ljubljana, Faculty of Electrical Engineering...
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IAS/Park City Mathematics Series Volume 00, Pages 000–000 S 1079-5634(XX)0000-0 Four lectures on probabilistic methods for data science arXiv:1612.06661v2 [math.PR] 4 Nov 2017 Roman Vershynin Abstract. Methods of high-dimensional probability play a central role in applications for statistics, signal processing, theo...
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Deep supervised learning using local errors Hesham Mostafa1 , Vishwajith Ramesh2 , and Gert Cauwenberghs1,2 Institute for Neural Computation,2 Department of Bioengineering UC San Diego, California, USA E-mail: hmmostafa@ucsd.edu 1 arXiv:1711.06756v1 [cs.NE] 17 Nov 2017 Abstract Error backpropagation is a highly effec...
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1 Feature-Sharing in Cascade Detection Systems with Multiple Applications arXiv:1705.00596v1 [cs.SY] 1 May 2017 Long N. Le, Student Member, IEEE, and Douglas L. Jones, Fellow, IEEE Abstract—Traditional distributed detection systems are often designed for a single target application. However, with the emergence of t...
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Adversarial Examples that Fool Detectors arXiv:1712.02494v1 [cs.CV] 7 Dec 2017 Jiajun Lu∗, Hussein Sibai∗, Evan Fabry University of Illinois at Urbana Champaign {jlu23, sibai2, efabry2}@illinois.edu Abstract linear feature constructions without having strong mathematical constraints on what these constructions do; ...
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Multi-Agent Shape Formation and Tracking Inspired from a Social Foraging Dynamics arXiv:1410.3864v2 [cs.NE] 16 Oct 2014 Debdipta Goswami1 , Chiranjib Saha2 , Kunal Pal3 , Nanda Dulal Jana4 and Swagatam Das5 1,2,3 Dept. of Electronics and Telecommunication Engineering, Jadavpur University, Kolkata 4 Department of Inf...
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arXiv:1710.03881v1 [cs.SY] 8 Oct 2017 Artificial Bee Colony-based Adaptive Position Control of Electrohydraulic Servo Systems with Parameter Uncertainty Babajide O. Ayinde Electrical and Computer Engineering University of Louisville Louisville, KY 40218 babajide.ayinde@louisville.edu Sami El-Ferik Department of Syste...
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THE ENOUGH g-PAIRS PROPERTY AND DENOMINATOR VECTORS OF CLUSTER ALGEBRAS arXiv:1803.05281v1 [math.RT] 14 Mar 2018 PEIGEN CAO FANG LI Abstract. In this artcile, we firstly prove that any skew-symmetrizable cluster algebra with principal coefficients at t0 has the enough g-pairs property (Definition 2.10 and Theorem 3...
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1 Restoration by Compression arXiv:1711.05147v3 [cs.IT] 21 Jan 2018 Yehuda Dar, Michael Elad, and Alfred M. Bruckstein Abstract—In this paper we study the topic of signal restoration using complexity regularization, quantifying the compression bit-cost of the signal estimate. While complexity-regularized restoratio...
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Software graphs and programmer awareness G. J. Baxter∗ and M. R. Frean arXiv:0802.2306v1 [cs.SE] 16 Feb 2008 School of Mathematics, Statistics and Computer Science, Victoria University of Wellington, P.O. Box 600 Wellington 6140, New Zealand (Dated: March 13, 2013) Dependencies between types in object-oriented softwa...
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arXiv:1511.03222v1 [math.OC] 10 Nov 2015 CONVERGENCE PROPERTIES OF ADAPTIVE SYSTEMS AND THE DEFINITION OF EXPONENTIAL STABILITY BENJAMIN M. JENKINS, ANURADHA M. ANNASWAMY, EUGENE LAVRETSKY, AND TRAVIS E. GIBSON Abstract. The convergence properties of adaptive systems in terms of excitation conditions on the regressor...
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Representation stability and finite linear groups Andrew Putman∗ Steven V Sam† arXiv:1408.3694v3 [math.AT] 15 Feb 2017 January 13, 2017 Abstract We study analogues of FI-modules where the role of the symmetric group is played by the general linear groups and the symplectic groups over finite rings and prove basic st...
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arXiv:1803.04292v1 [cs.DS] 12 Mar 2018 Geodabs – Trajectory Indexing Meets Fingerprinting at Scale Bertil Chapuis Benoı̂t Garbinato Université de Lausanne bertil.chapuis@unil.ch Université de Lausanne benoit.garbinato@unil.ch Abstract—Finding trajectories and discovering motifs that are similar in large datasets...
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arXiv:1705.05574v1 [math.GR] 16 May 2017 Poly-freeness of even Artin groups of FC type RUBÉN BLASCO-GARCÍA CONCHITA MARTÍNEZ-PÉREZ LUIS PARIS We prove that even Artin groups of FC type are poly-free and residually finite. 20F36 1 Introduction One of the families of groups where the interaction between algebraic a...
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IEEE ACCESS 1 Dynamic Output Feedback Guaranteed-Cost Synchronization for Multiagent Networks with Given Cost Budgets arXiv:1802.07923v1 [cs.SY] 22 Feb 2018 Jianxiang Xi, Cheng Wang, Hao Liu, Zhong Wang Abstract—The current paper addresses the distributed guaranteed-cost synchronization problems for general high-or...
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meProp: Sparsified Back Propagation for Accelerated Deep Learning with Reduced Overfitting arXiv:1706.06197v4 [cs.LG] 31 Oct 2017 Xu Sun 1 2 Xuancheng Ren 1 2 Shuming Ma 1 2 Houfeng Wang 1 2 Abstract We propose a simple yet effective technique for neural network learning. The forward propagation is computed as usual...
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The Benefits of Population Diversity in Evolutionary Algorithms: A Survey of Rigorous Runtime Analyses arXiv:1801.10087v1 [cs.NE] 30 Jan 2018 Dirk Sudholt Department of Computer Science University of Sheffield, United Kingdom January 31, 2018 Abstract Population diversity is crucial in evolutionary algorithms to ena...
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arXiv:1001.2817v1 [cs.PL] 16 Jan 2010 Grammatical Aspects for Language Descriptions Andrey Breslav∗1 ITMO University1 St. Petersburg1 , Russia1 Abstract For the purposes of tool development, computer languages are usually described using context-free grammars with annotations such as semantic actions or pretty-printi...
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THE SOFTWARE PACKAGE SpectralSequences arXiv:1610.05338v1 [math.AC] 17 Oct 2016 ADAM BOOCHER, NATHAN GRIEVE, AND ELOÍSA GRIFO Abstract. We describe the computer algebra software package SpectralSequences for the computer algebra system Macaulay2. This package implements many data types, objects and algorithms which...
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REIDEMEISTER CLASSES IN LAMPLIGHTER TYPE GROUPS arXiv:1711.09371v1 [math.GR] 26 Nov 2017 EVGENIJ TROITSKY Abstract. We prove that for any automorphism φ of the restricted wreath product Z2 wrZk and Z3 wr Z2d the Reidemeister number R(φ) is infinite, i.e. these groups have the property R∞ . For Z3 wr Z2d+1 and Zp wr Z...
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Point Neurons with Conductance-Based Synapses in the Neural Engineering Framework arXiv:1710.07659v1 [q-bio.NC] 20 Oct 2017 Andreas Stöckel, Aaron R. Voelker, and Chris Eliasmith Centre for Theoretical Neuroscience, University of Waterloo October 24, 2017 Abstract The mathematical model underlying the Neural Enginee...
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arXiv:1202.0923v2 [math.GR] 5 Jan 2016 Low-dimensional free and linear representations of Out(F3) Dawid Kielak1 University of Bonn kielak@math.uni-bonn.de January 2, 2018 Abstract. We study homomorphisms from Out(F3 ) to Out(F5 ), and GLm (K) for m 6 6, where K is a field of characteristic other than 2 or 3. We concl...
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arXiv:1710.08625v1 [math.AC] 24 Oct 2017 LOCALIZATION FUNCTORS AND COSUPPORT IN DERIVED CATEGORIES OF COMMUTATIVE NOETHERIAN RINGS TSUTOMU NAKAMURA AND YUJI YOSHINO Abstract. Let R be a commutative Noetherian ring. We introduce the notion of localization functors λW with cosupports in arbitrary subsets W of Spec R; it...
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Asymptotic Goodness-of-Fit Tests for Point Processes Based on Scaled Empirical K-Functions Lothar Heinrich1 arXiv:1706.01074v1 [math.ST] 4 Jun 2017 Abstract We study sequences of scaled edge-corrected empirical (generalized) K-functions (modifying Ripley’s K-function) each of them constructed from a single observatio...
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1 Autoregressive Moving Average Graph Filtering arXiv:1602.04436v2 [cs.LG] 21 Sep 2016 Elvin Isufi∗ , Student Member, IEEE, Andreas Loukas∗ , Member, ACM, Andrea Simonetto, Member, IEEE, and Geert Leus, Fellow, IEEE Abstract—One of the cornerstones of the field of signal processing on graphs are graph filters, dire...
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Generalized linear statistics for near epoch dependent processes with application to EGARCH-processes arXiv:1705.04545v1 [math.ST] 12 May 2017 Svenja Fischer ∗ The class of Generalized L-statistics (GL-statistics) unifies a broad class of different estimators, for example scale estimators based on multivariate kerne...
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