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Published as a conference paper at ICLR 2017 D EEP B IAFFINE ATTENTION FOR N EURAL D EPENDENCY PARSING Christopher D. Manning Stanford University manning@stanford.edu arXiv:1611.01734v3 [cs.CL] 10 Mar 2017 Timothy Dozat Stanford University tdozat@stanford.edu A BSTRACT This paper builds off recent work from Kiperwa...
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1 Minimax Design of Nonlinear Phase FIR Filters with Optimality Certificates arXiv:1608.03161v1 [cs.SY] 10 Aug 2016 Sefa Demirtas Abstract—The Parks-McClellan algorithm provides an efficient method for designing a linear phase FIR filter with a pre-specified weight function on the approximation error. For the given...
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Statement A: Approved for Release. Distribution is unlimited. Presented In Partial Fulfillment of the Requirements of a Master of Science Degree Penn State Department of Mechanical Engineering February 29, 2016 APPLYING ARTIFICIAL NEURAL NETWORKS TO PREDICT NOMINAL VEHICLE PERFORMANCE Adam J. Last Applied Research Lab...
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Feature Engineering for Predictive Modeling using Reinforcement Learning Udayan Khurana, Horst Samulowitz, Deepak Turaga Abstract 1.00 100 0.75 80 0.50 sin(0.32x) Feature engineering is a crucial step in the process of predictive modeling. It involves the transformation of given feature space, typically using mat...
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Finite Blocklength Rates over a Fading Channel with CSIT and CSIR arXiv:1705.07863v3 [cs.IT] 13 Nov 2017 Deekshith P K and Vinod Sharma ECE Dept., Indian Institute of Science, Bangalore, India. Email: {deeks, vinod}@ece.iisc.ernet.in Abstract—In this work, we obtain lower and upper bounds on the maximal transmission ...
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A Genetically Modified Hoare Logic G. Bernot1 , J.-P. Comet1 , Z. Khalis1 , A. Richard1 , O. Roux2 1 University Nice-Sophia Antipolis I3S laboratory, UMR CNRS 7271, Les Algorithmes, bât. Euclide B, BP.121, 06903 Sophia Antipolis Cedex, France 2 arXiv:1506.05887v1 [cs.CE] 19 Jun 2015 IRCCyN UMR CNRS 6597, BP 92101, ...
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Parsimonious Random Vector Functional Link Network for Data Streams Mahardhika Pratama, Plamen P. Angelov, Edwin Lughofer Abstract – the theory of random vector functional link network (RVFLN) has provided a breakthrough in the design of neural networks (NNs) since it conveys solid theoretical justification of randomi...
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arXiv:1507.06621v2 [math.AG] 16 Jan 2016 CHARACTERS OF EQUIVARIANT D-MODULES ON SPACES OF MATRICES CLAUDIU RAICU Dedicated to Jerzy Weyman, on the occasion of his 60th birthday Abstract. We compute the characters of the simple GL-equivariant holonomic D-modules on the vector spaces of general, symmetric and skew-symme...
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LE CAM THEORY ON THE COMPARISON OF STATISTICAL MODELS arXiv:1605.03301v1 [math.ST] 11 May 2016 ESTER MARIUCCI Abstract. We recall the main concepts of the Le Cam theory of statistical experiments, especially the notion of Le Cam distance and its properties. We also review classical tools for bounding such a distance ...
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An Adaptive Algorithm for Precise Pupil Boundary Detection using Entropy of Contour GradientsI Cihan Topala , Halil Ibrahim Cakirb , Cuneyt Akinlarb a Department of Electrical and Electronics Engineering, Anadolu University, 26470 Eskisehir, Turkey of Computer Engineering, Anadolu University, 26470 Eskisehir, Turkey,I...
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Received: 00 Month 0000 Revised: 00 Month 0000 Accepted: 00 Month 0000 DOI: xxx/xxxx LEARNING-BASED ADAPTIVE CONTROL : THEORY AND APPLICATIONS Observer-based Adaptive Optimal Output Containment Control problem of Linear Heterogeneous Multi-agent Systems with Relative Output Measurements arXiv:1803.11411v1 [cs.SY]...
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arXiv:1604.08603v1 [cs.DS] 28 Apr 2016 Decomposing Cubic Graphs into Connected Subgraphs of Size Three Laurent Bulteau1 , Guillaume Fertin2 , Anthony Labarre1, Romeo Rizzi3 , and Irena Rusu2 1 2 Université Paris-Est, LIGM (UMR 8049), CNRS, ENPC, ESIEE Paris, UPEM, F-77454, Marne-la-Vallée, France Laboratoire d’Inf...
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1 Fuel-Efficient En Route Formation of Truck Platoons arXiv:1704.08836v1 [cs.SY] 28 Apr 2017 Sebastian van de Hoef, Karl H. Johansson, Fellow, IEEE and Dimos V. Dimarogonas, Member, IEEE Abstract—The problem of how to coordinate a large fleet of trucks with given itinerary to enable fuel-efficient platooning is con...
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Optimal Dynamic Sensor Subset Selection for Tracking a Time-Varying Stochastic Process arXiv:1711.10610v1 [cs.SY] 28 Nov 2017 Arpan Chattopadhyay, Urbashi Mitra Abstract—Motivated by the Internet-of-things and sensor networks for cyberphysical systems, the problem of dynamic sensor activation for the tracking of a t...
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Priv’IT: Private and Sample Efficient Identity Testing Bryan Cai EECS, MIT bcai@mit.edu Constantinos Daskalakis EECS and CSAIL, MIT costis@csail.mit.edu Gautam Kamath EECS and CSAIL, MIT g@csail.mit.edu arXiv:1703.10127v3 [cs.DS] 7 Jun 2017 June 8, 2017 Abstract We develop differentially private hypothesis testing ...
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Under review as a conference paper at ICLR 2016 I DENTIFYING L EARNING THE A BSORPTION B UMP WITH D EEP arXiv:1511.05607v2 [cs.CV] 20 Nov 2015 Min Li, Sudeep Gaddam, Xiaolin Li Department of Electrical and Computer Engineering University of Florida Gainesville, FL 32611, USA {minli, sudeepgaddam}@ufl.edu, andyli...
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1 Adaptive-Robust Control of a Class of Uncertain Nonlinear Systems Utilizing Time-Delayed Input and Position Feedback arXiv:1509.07314v3 [cs.SY] 11 Feb 2016 Spandan Roy and Indra Narayan Kar, Senior Member, IEEE Abstract In this paper, the tracking control problem of a class of Euler-Lagrange systems subjected to ...
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arXiv:cs/0408045v1 [cs.PL] 19 Aug 2004 On computing the fixpoint of a set of boolean equations Viktor Kuncak K. Rustan M. Leino MIT vkuncak@mit.edu Microsoft Research leino@microsoft.com 30 December 2003 Technical Report MSR-TR-2003-08 This paper presents a method for computing a least fixpoint of a system of equ...
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A Modular Structural Operational Semantics for Delimited Continuations Neil Sculthorpe Paolo Torrini Peter D. Mosses PL AN C OMP S Project Department of Computer Science Swansea University, UK N.A.Sculthorpe@swansea.ac.uk GRAC E FUL Project Department of Computer Science KU Leuven, Belgium Paolo.Torrini@cs.kuleuven...
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arXiv:1605.00781v2 [math.GR] 27 May 2017 CONFIGURATION EQUIVALENCE IS NOT EQUIVALENT TO ISOMORPHISM ALI REJALI AND MEISAM SOLEIMANI MALEKAN Abstract. Giving a condition for the the amenability of groups, Rosenblatt and Willis, first introduced the concept of configuration. From the beginning of the theory, the questio...
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arXiv:1705.10957v2 [math.AC] 14 Dec 2017 NEARLY COMMUTING MATRICES ZHIBEK KADYRSIZOVA Abstract. We prove that the algebraic set of pairs of matrices with a diagonal commutator over a field of positive prime characteristic, its irreducible components, and their intersection are F -pure when the size of matrices is equ...
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Learning and Real-time Classification of Hand-written Digits With Spiking Neural Networks Shruti R. Kulkarni, John M. Alexiades, Bipin Rajendran arXiv:1711.03637v1 [stat.ML] 9 Nov 2017 Department of Electrical and Computer Engineering, New Jersey Institute of Technology, Newark, NJ, 07102, USA Email: {srk68, jma59, b...
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arXiv:1608.01654v2 [cs.PL] 7 Nov 2016 Hypercollecting Semantics and its Application to Static Analysis of Information Flow Mounir Assaf David A. Naumann Julien Signoles Stevens Institute of Technology, Hoboken, US first.last@stevens.edu Stevens Institute of Technology, Hoboken, US first.last@stevens.edu Software ...
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1 Dynamic Topology Adaptation Based on Adaptive Link Selection Algorithms for Distributed Estimation arXiv:1510.05324v1 [cs.SY] 18 Oct 2015 Songcen Xu*, Rodrigo C. de Lamare, Senior Member, IEEE, and H. Vincent Poor, Fellow, IEEE Abstract—This paper presents adaptive link selection algorithms for distributed estima...
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arXiv:1704.07106v4 [math.AC] 18 Dec 2017 COHEN–MACAULAY BINOMIAL EDGE IDEALS OF CACTUS GRAPHS GIANCARLO RINALDO Abstract. We classify the Cohen-Macaulay binomial edge ideals of cactus and bicyclic graphs. Introduction In 2010, binomial edge ideals were introduced in [6] and appeared independently also in [8]. Let S ...
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arXiv:0711.4444v2 [cs.MS] 29 Nov 2007 INSTITUT NATIONAL DE RECHERCHE EN INFORMATIQUE ET EN AUTOMATIQUE Building the Tangent and Adjoint codes of the Ocean General Circulation Model OPA with the Automatic Differentiation tool TAPENADE M.H. Tber — L. Hascoët — A. Vidard — B. Dauvergne N° 6372 Novembre 2007 Thème NUM ...
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arXiv:1606.04074v2 [cs.AR] 18 Jun 2016 ENTRA: Whole-Systems Energy Transparency Kerstin Edera , John P. Gallagherb,c,∗, Pedro López-Garcı́ac,e , Henk Mullerd , Zorana Bankovićc , Kyriakos Georgioua , Rémy Haemmerléc , Manuel V. Hermenegildoc,f , Bishoksan Kafleb , Steve Kerrisona , Maja Kirkebyb , Maximiliano Klem...
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End-to-end 3D shape inverse rendering of different classes of objects from a single input image Shima Kamyab1 and S. Zohreh Azimifar1 arXiv:1711.05858v1 [cs.CV] 11 Nov 2017 1 Computer Science and Engineering and Information Technology, Shiraz university, Shiraz, Iran November 17, 2017 Abstract In this paper a semi-...
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1 Computation of Optimal Control Problems with Terminal Constraint via Variation Evolution Sheng ZHANG, Bo LIAO, and Fei LIAO (2017.12) Abstract: Enlightened from the inverse consideration of the stable continuous-time dynamics evolution, the Variation Evolving Method (VEM) analogizes the optimal solution to the equil...
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A Type System Theory for Higher-Order Intensional Logic Support for Variable Bindings in Hybrid Intensional-Imperative Programs in GIPSY Joey Paquet Concordia University, Montreal, Canada paquet@cse.concordia.ca arXiv:0906.3919v1 [cs.LO] 22 Jun 2009 Serguei A. Mokhov Concordia University, Montreal, Canada mokhov@cse....
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arXiv:1612.03735v1 [cs.DS] 4 Dec 2016 A Note on Testing Intersection of Convex Sets in Sublinear Time Israela Solomon February 27, 2018 We present a simple sublinear time algorithm for testing the following geometric property. Let P1 , ..., Pn be n convex sets in Rd (n ≫ d), such as polytopes, balls, etc. We assume th...
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JOURNAL OF COMPUTER SCIENCE AND ENGINEERING, VOLUME 1, ISSUE 1, MAY 2010 42 A Metaheuristic Approach for IT Projects Portfolio Optimization Shashank Pushkar, Abhijit Mustafi and Akhileshwar Mishra Abstract— Optimal selection of interdependent IT Projects for implementation in multi periods has been challenging in the ...
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Optimal Design and Optimal Control of Elastic Structures Undergoing Finite Rotations and Elastic Deformations A. Ibrahimbegović1, C. Knopf-Lenoir2 , A. Kučerová1 and P. Villon2 arXiv:0902.1037v2 [cs.NE] 10 Feb 2009 1 Ecole Normale Supérieure - Cachan, LMT, GCE, 61, avenue du président Wilson, 94235 Cachan, Fran...
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arXiv:1709.08666v1 [cs.CV] 25 Sep 2017 Fast Vehicle Detection in Aerial Imagery Jennifer Carlet KeyW Corp. Bernard Abayowa Sensors Directorate, Air Force Research Lab Beavercreek, OH WPAFB, OH Abstract modified is described in Section 4. Section 5 gives the results. The paper is concluded in Section 6. In recent...
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Sparse Coding by Spiking Neural Networks: Convergence Theory and Computational Results arXiv:1705.05475v1 [cs.LG] 15 May 2017 Ping Tak Peter Tang, Tsung-Han Lin, and Mike Davies Intel Corporation {peter.tang, tsung-han.lin, mike.davies}@intel.com Abstract In a spiking neural network (SNN), individual neurons operate ...
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Under consideration for publication in Theory and Practice of Logic Programming 1 arXiv:cs/0505085v1 [cs.PL] 31 May 2005 Improving PARMA trailing TOM SCHRIJVERS∗ and BART DEMOEN Dept. of Computer Science, K.U.Leuven, Belgium (e-mail: {toms,bmd}@cs.kuleuven.ac.be) MARIA GARCIA DE LA BANDA School of Computer Science ...
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An Optimal Algorithm for ℓ1-Heavy Hitters in Insertion Streams and Related Problems arXiv:1603.00213v1 [cs.DS] 1 Mar 2016 Arnab Bhattacharyya⋆ , Palash Dey⋆ , and David P. Woodruff† ⋆ Indian Institute of Science, Bangalore † ⋆ IBM Research, Almaden {arnabb,palash}@csa.iisc.ernet.in,† dpwoodru@us.ibm.com Abstract...
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Beyond Log-concavity: Provable Guarantees for Sampling Multi-modal Distributions using Simulated Tempering Langevin Monte Carlo arXiv:1710.02736v2 [cs.LG] 6 Nov 2017 Rong Ge*, Holden Lee†, Andrej Risteski‡ November 7, 2017 Abstract In the last several years, provable guarantees for iterative optimization algorithms ...
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Generative Encoder-Decoder Models for Task-Oriented Spoken Dialog Systems with Chatting Capability Tiancheng Zhao, Allen Lu, Kyusong Lee and Maxine Eskenazi Language Technologies Institute Carnegie Mellon University Pittsburgh, Pennsylvania, USA {tianchez,arlu,kyusongl,max+}@cs.cmu.edu arXiv:1706.08476v1 [cs.CL] 26 Ju...
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Alternating Back-Propagation for Generator Network Tian Han † , Yang Lu † , Song-Chun Zhu, Ying Nian Wu arXiv:1606.08571v4 [stat.ML] 6 Dec 2016 Department of Statistics, University of California, Los Angeles, USA Abstract a convolutional neural network (ConvNet or CNN) (LeCun et al., 1998; Krizhevsky, Sutskever, an...
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Delimited continuations in natural language Quantification and polarity sensitivity Chung-chieh Shan Harvard University 33 Oxford Street Cambridge, MA 02138 USA arXiv:cs/0404006v1 [cs.CL] 5 Apr 2004 ccshan@post.harvard.edu ABSTRACT (1) Making a linguistic theory is like making a programming language: one typically ...
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1 PsyPhy: A Psychophysics Driven Evaluation Framework for Visual Recognition (a) Traditional Natural Evaluation Brandon RichardWebster, Student Member, IEEE, Samuel E. Anthony, Student Member, IEEE, and Walter J. Scheirer, Senior Member, IEEE (b) Visual Psychophysics arXiv:1611.06448v3 [cs.CV] 14 Sep 2017 Natura...
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1 Reconstruction Codes for DNA Sequences with Uniform Tandem-Duplication Errors arXiv:1801.06022v1 [cs.IT] 18 Jan 2018 Yonatan Yehezkeally, Student Member, IEEE, and Moshe Schwartz, Senior Member, IEEE Abstract—DNA as a data storage medium has several advantages, including far greater data density compared to elect...
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CROSSED-PRODUCTS BY LOCALLY COMPACT GROUPS: INTERMEDIATE SUBFACTORS arXiv:1611.10121v2 [math.OA] 2 Dec 2016 RÉMI BOUTONNET & ARNAUD BROTHIER Abstract. We study actions of locally compact groups on von Neumann factors and the associated crossed-product von Neumann algebras. In the setting of totally disconnected gro...
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arXiv:1703.08304v1 [math.GR] 24 Mar 2017 DIMENSION QUOTIENTS, FOX SUBGROUPS AND LIMITS OF FUNCTORS ROMAN MIKHAILOV AND INDER BIR S. PASSI Abstract. This paper presents a description of the fourth dimension quotient, using the theory of limits of functors from the category of free presentations of a given group to the...
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On the Lie bracket approximation approach to distributed optimization: Extensions and limitations ∗ arXiv:1802.10519v1 [math.OC] 28 Feb 2018 Simon Michalowsky1 , Bahman Gharesifard2 , and Christian Ebenbauer1 1 Institute for Systems Theory and Automatic Control, University of Stuttgart, Germany {michalowsky,ce}@ist....
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Published as a conference paper at ICLR 2018 DYNAMIC N EURAL P ROGRAM E MBEDDINGS FOR P RO GRAM R EPAIR arXiv:1711.07163v3 [cs.AI] 25 Feb 2018 Ke Wang∗ University of California Davis, CA 95616, USA kbwang@ucdavis.edu Rishabh Singh Microsoft Research Redmond, WA 98052, USA risin@microsoft.com Zhendong Su University...
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arXiv:1207.5553v1 [math.AC] 23 Jul 2012 REGULARITY 3 IN EDGE IDEALS ASSOCIATED TO BIPARTITE GRAPHS OSCAR FERNÁNDEZ-RAMOS AND PHILIPPE GIMENEZ Abstract. We focus in this paper on edge ideals associated to bipartite graphs and give a combinatorial characterization of those having regularity 3. When the regularity is st...
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Geometrically Exact Finite Element Formulations for Curved Slender Beams: Kirchhoff-Love Theory vs. Simo-Reissner Theory Christoph Meiera,∗, Wolfgang A. Wallb , Alexander Poppb a Mechanosynthesis b Institute Group, Massachussets Institute of Technology, 77 Massachusetts Avenue, Cambridge, 02139, MA, USA for Computatio...
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arXiv:1802.06259v1 [cs.CV] 17 Feb 2018 Exact and Consistent Interpretation for Piecewise Linear Neural Networks: A Closed Form Solution Lingyang Chu Xia Hu Juhua Hu Simon Fraser University Burnaby, Canada lca117@sfu.ca Simon Fraser University Burnaby, Canada huxiah@sfu.ca Simon Fraser University Burnaby, Canada j...
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Higher-order compatible discretization on hexahedrals arXiv:1304.7018v1 [math-ph] 25 Apr 2013 Jasper Kreeft and Marc Gerritsma Abstract We derive a compatible discretization method that relies heavily on the underlying geometric structure, and obeys the topological sequences and commuting properties that are constru...
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> REPLACE THIS LINE WITH YOUR PAPER IDENTIFICATION NUMBER (DOUBLE-CLICK HERE TO EDIT) < 1 A Novel Pre-processing Scheme to Improve the Prediction of Sand Fraction from Seismic Attributes using Neural Networks Soumi Chaki, Student Member, IEEE, Aurobinda Routray, Member, IEEE, William K. Mohanty  Abstract— This pape...
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LOVÁSZ-SAKS-SCHRIJVER IDEALS AND COORDINATE SECTIONS OF DETERMINANTAL VARIETIES arXiv:1801.07916v1 [math.AC] 24 Jan 2018 ALDO CONCA AND VOLKMAR WELKER Abstract. Motivated by questions in algebra and combinatorics we study two ideals associated to a simple graph G: • the Lovász-Saks-Schrijver ideal defining the d-d...
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Link Adaptation Algorithms for Dual Polarization Mobile Satellite Systems Anxo Tato1 , Pol Henarejos2 , Carlos Mosquera1 , and Ana Pérez-Neira2,3 arXiv:1803.07318v1 [eess.SP] 20 Mar 2018 1 2 Universidade de Vigo anxotato@gts.uvigo.es, mosquera@gts.uvigo.es www.gpsc.uvigo.es Centre Tecnològic de Telecomunicacions ...
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arXiv:1508.07552v1 [math.RA] 30 Aug 2015 Canonical and n-canonical modules on a Noetherian algebra Mitsuyasu Hashimoto Department of Mathematics, Okayama University Okayama 700–8530, JAPAN mh@okayama-u.ac.jp Dedicated to Professor Shiro Goto on the occasion of his 70th birthday Abstract We define canonical and n-can...
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Angle-based Shape Determination Theory of Planar Graphs with Application to Formation Stabilization Gangshan Jinga , Guofeng Zhangb , Heung Wing Joseph Leeb , Long Wangc,∗ arXiv:1803.04276v1 [cs.SY] 12 Mar 2018 a Center for Complex Systems, School of Mechano-electronic Engineering, Xidian University, Xi’an 710071, C...
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Type Targeted Testing Eric L. Seidel, Niki Vazou, and Ranjit Jhala arXiv:1410.5370v2 [cs.PL] 16 Jan 2015 UC San Diego Abstract. We present a new technique called type targeted testing, which translates precise refinement types into comprehensive test-suites. The key insight behind our approach is that through the le...
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On freeness of the random fundamental group arXiv:1601.07520v3 [math.AT] 10 Oct 2017 Andrew Newman ∗ October 12, 2017 Abstract Let Y (n, p) denote the probability space of random 2-dimensional simplicial complexes in the Linial–Meshulam model, and let Y ∼ Y (n, p) denote a random complex chosen according to this d...
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Reducing bias in nonparametric density estimation via bandwidth dependent kernels: L1 view1 arXiv:1611.10203v1 [math.ST] 30 Nov 2016 Kairat Mynbaev International School of Economics Kazakh-British Technical University Tolebi 59 Almaty 050000, Kazakhstan email: kairat mynbayev@yahoo.com and Carlos Martins-Filho Depart...
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Ext and Tor on two-dimensional cyclic quotient singularities arXiv:1601.05673v2 [math.AG] 5 May 2016 Lars Kastner ∗ Freie Universität Berlin Given two torus invariant Weil divisors D and D0 on a two-dimensional cyclic quotient singularity X, the groups ExtiX (O(D), O(D0 )), i > 0, are naturally Z2 -graded. We inter...
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Seeding the Initial Population of Multi-Objective Evolutionary Algorithms: A Computational Study Tobias Friedricha,, Markus Wagner*b arXiv:1412.0307v1 [cs.NE] 30 Nov 2014 a Friedrich-Schiller-Universität Jena, Germany b University of Adelaide, Australia Abstract Most experimental studies initialize the population ...
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arXiv:1802.08984v1 [cs.PL] 25 Feb 2018 Secure Serverless Computing Using Dynamic Information Flow Control KALEV ALPERNAS∗ , Tel Aviv University CORMAC FLANAGAN, UC Santa Cruz SADJAD FOULADI, Stanford University LEONID RYZHYK, VMware Research MOOLY SAGIV∗ , Tel Aviv University THOMAS SCHMITZ, UC Santa Cruz KEITH WINSTE...
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arXiv:1708.00638v1 [math.AG] 2 Aug 2017 ON SUBFINITENESS OF GRADED LINEAR SERIES Huayi Chen & Hideaki Ikoma Abstract. — Hilbert’s 14th problem studies the finite generation property of the intersection of an integral algebra of finite type with a subfield of the field of fractions of the algebra. It has a negative an...
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On the Achievability Region of Regenerating Codes for Multiple Erasures arXiv:1802.00104v1 [cs.IT] 31 Jan 2018 Marwen Zorgui, Zhiying Wang Center for Pervasive Communications and Computing (CPCC) University of California, Irvine, USA {mzorgui,zhiying}@uci.edu Abstract—We study the problem of centralized exact repair...
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arXiv:1509.01376v2 [math.GR] 17 Feb 2016 New topological methods to solve equations over groups Anton Klyachko and Andreas Thom Abstract. We show that the equation associated with a group word w ∈ G ∗ F2 can be solved over a hyperlinear group G if its content – that is its augmentation in F2 – does not lie in the seco...
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Biconnectivity, st-numbering and other applications of DFS using O(n) bits I Sankardeep Chakrabortya , Venkatesh Ramana , Srinivasa Rao Sattib a The Institute of Mathematical Sciences, HBNI, Chennai, India b Seoul National University, Seoul, South Korea arXiv:1606.08645v3 [cs.DS] 27 Jul 2017 Abstract We consider spa...
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Let’s Dance: Learning From Online Dance Videos Daniel Castro Georgia Institute of Technology Steven Hickson Patsorn Sangkloy shickson@gatech.edu patsorn sangkloy@gatech.edu arXiv:1801.07388v1 [cs.CV] 23 Jan 2018 dcastro9@gatech.edu Bhavishya Mittal Sean Dai James Hays Irfan Essa bmittal6@gatech.edu sdai@gat...
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arXiv:1803.03737v2 [cs.NE] 26 Mar 2018 Enhancing Evolutionary Optimization in Uncertain Environments by Allocating Evaluations via Multi-armed Bandit Algorithms Xin Qiu Risto Miikkulainen Sentient Technologies, Inc San Francisco, California xin.qiu@sentient.ai Sentient Technologies, Inc San Francisco, California Th...
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Lifting from the Deep: Convolutional 3D Pose Estimation from a Single Image arXiv:1701.00295v4 [cs.CV] 11 Oct 2017 Denis Tome University College London D.Tome@cs.ucl.ac.uk Chris Russell The Turing Institute and The University of Edinburgh crussell@turing.ac.uk Lourdes Agapito University College London l.agapito@cs....
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Neural Belief Tracker: Data-Driven Dialogue State Tracking Nikola Mrkšić1 , Diarmuid Ó Séaghdha2 Tsung-Hsien Wen1 , Blaise Thomson2 , Steve Young1 1 University of Cambridge 2 Apple Inc. {nm480, thw28, sjy}@cam.ac.uk {doseaghdha, blaisethom}@apple.com arXiv:1606.03777v2 [cs.CL] 21 Apr 2017 Abstract One of the core...
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A Capacity Scaling Law for Artificial Neural Networks Gerald Friedland∗, Mario Michael Krell† friedland1@llnl.gov, krell@icsi.berkeley.edu September 15, 2017 arXiv:1708.06019v2 [cs.NE] 18 Sep 2017 Abstract observed in the self-assembly of matter or the Ising model of ferromagnetism. As a result, it is impossible to ...
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ON FINITE COMPLETE REWRITING SYSTEMS, FINITE DERIVATION TYPE, AND AUTOMATICITY FOR HOMOGENEOUS MONOIDS arXiv:1407.7428v2 [math.GR] 14 May 2017 ALAN J. CAIN, ROBERT D. GRAY, AND ANTÓNIO MALHEIRO Abstract. This paper investigates the class of finitely presented monoids defined by homogeneous (length-preserving) relation...
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A Proposed Algorithm for Minimum Vertex Cover Problem and its Testing Gang Hu Email: garyhu3@163.com Abstract The paper presents an algorithm for minimum vertex cover problem, which is an NP-Complete problem. The algorithm computes a minimum vertex cover of each input simple graph. Tested by the attached MATLAB progra...
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Working Paper Computing and Testing Pareto Optimal Committees arXiv:1803.06644v1 [cs.GT] 18 Mar 2018 Haris Aziz · Jérôme Lang · Jérôme Monnot Abstract Selecting a set of alternatives based on the preferences of agents is an important problem in committee selection and beyond. Among the various criteria put fort...
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Evolutionary Design: Philosophy, Theory, and Application Tactics 1 V.V. Kryssanov1, H. Tamaki2, S. Kitamura2 College of Information Science and Engineering, Ritsumeikan University, Kusatsu, Japan 2 Faculty of Engineering, Kobe University, Kobe, Japan Abstract Although it has contributed to remarkable improvements in ...
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Igor O. Zavadskyi (Taras Shevchenko National University of Kyiv) ihorza@gmail.com A family of fast exact pattern matching algorithms Abstract. A family of comparison-based exact pattern matching algorithms is described. They utilize multi-dimensional arrays in order to process more than one adjacent text window in eac...
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SECOND-ORDER MATRIX CONCENTRATION INEQUALITIES arXiv:1504.05919v2 [math.PR] 3 Aug 2016 JOEL A. TROPP A BSTRACT. Matrix concentration inequalities give bounds for the spectral-norm deviation of a random matrix from its expected value. These results have a weak dimensional dependence that is sometimes, but not always,...
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Deep Transform: Cocktail Party Source Separation via Complex Convolution in a Deep Neural Network Andrew J.R. Simpson #1 # Centre for Vision, Speech and Signal Processing, University of Surrey Guildford, UK 1 Andrew.Simpson@Surrey.ac.uk Abstract—Convolutional deep neural networks (DNN) are state of the art in many e...
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Half-integral linkages in highly connected directed graphs∗ arXiv:1611.01004v1 [math.CO] 3 Nov 2016 Katherine Edwards† Irene Muzi‡ Paul Wollan§ November 4, 2016 Abstract We study the half-integral k-Directed Disjoint Paths Problem ( 12 kDDPP) in highly strongly connected digraphs. The integral kDDPP is NP-complet...
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arXiv:1708.04770v1 [math.AC] 16 Aug 2017 GENERATORS OF REDUCTIONS OF IDEALS IN A LOCAL NOETHERIAN RING WITH FINITE RESIDUE FIELD LOUIZA FOULI AND BRUCE OLBERDING A BSTRACT. Let (R, m) be a local Noetherian ring with residue field k. While much is known about the generating sets of reductions of ideals of R if k is inf...
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Zeitschrift für Angewandte Mathematik und Mechanik, 18/4/2016 C 1 -continuous space-time discretization based on Hamilton’s law of varying action arXiv:1510.07863v2 [math.NA] 15 Apr 2016 Janine C. Mergel1 , Roger A. Sauer1,∗ , and Sina Ober-Blöbaum2 1 AICES Graduate School, RWTH Aachen University, Templergraben 5...
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Towards a Constructive Version of Banaszczyk’s Vector Balancing Theorem Daniel Dadush∗1 , Shashwat Garg†2 , Shachar Lovett‡3 , and Aleksandar Nikolov§4 arXiv:1612.04304v1 [cs.DS] 13 Dec 2016 1 Centrum Wiskunde & Informatica, Amsterdam, dadush@cwi.nl 2 3 Department of Mathematics and Computer Science, Eindhoven Un...
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Modeling the Formation of Social Conventions in Multi-Agent Populations Ismael T. Freire¹ ³ , Clément Moulin-Frier², Marti Sanchez-Fibla², Xerxes D. Arsiwalla¹ ² ³, Paul Verschure¹ ² ³ * ¹ IBEC, Instituto de Bioingeniería de Cataluña, Barcelona, Spain ² UPF, Universitat Pompeu Fabra, Barcelona, Spain ³ BIST, Barcelo...
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1 ChineseFoodNet: A Large-scale Image Dataset for Chinese Food Recognition arXiv:1705.02743v3 [cs.CV] 15 Oct 2017 Xin Chen† , Yu Zhu† , Hua Zhou, Liang Diao, and Dongyan Wang* Abstract—In this paper, we introduce a new and challenging large-scale food image dataset called “ChineseFoodNet”, which aims to automatical...
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Submitted to the Annals of Statistics arXiv:1603.00126v2 [math.ST] 10 Sep 2017 MULTICLASS CLASSIFICATION, INFORMATION, DIVERGENCE, AND SURROGATE RISK By John Duchi∗ , Khashayar Khosravi, and Feng Ruan∗ Stanford University We provide a unifying view of statistical information measures, multi-way Bayesian hypothesis te...
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arXiv:1512.07515v6 [math.GN] 16 Aug 2016 COUNTABLE TIGHTNESS AND G-BASES ON FREE TOPOLOGICAL GROUPS FUCAI LIN, ALEX RAVSKY, AND JING ZHANG Abstract. Given a Tychonoff space X, let F (X) and A(X) be respectively the free topological group and the free Abelian topological group over X in the sense of Markov. In this pap...
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Approximately Optimal Continuous-Time Motion Planning and Control via Probabilistic Inference Mustafa Mukadam, Ching-An Cheng, Xinyan Yan, and Byron Boots arXiv:1702.07335v2 [cs.RO] 27 Feb 2017 2D Environment Abstract— The problem of optimal motion planing and control is fundamental in robotics. However, this proble...
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Scoring and Classifying with Gated Auto-encoders arXiv:1412.6610v5 [cs.LG] 15 Jun 2015 Daniel Jiwoong Im, and Graham W. Taylor School of Engineering University of Guelph Guelph, On, Canada {imj,gwtaylor}@uoguelph.ca Abstract. Auto-encoders are perhaps the best-known non-probabilistic methods for representation learn...
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A new class of tests for multinormality with i.i.d. and garch data based on the arXiv:1711.07199v1 [math.ST] 20 Nov 2017 empirical moment generating function Norbert Henze1 , Marı́a Dolores Jiménez–Gamero2 , 1 2 Institute of Stochastics, Karlsruhe Institute of Technology, Karlsruhe, Germany Department of Statistic...
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International Journal on Computational Sciences & Applications (IJCSA) Vol.4, No.5, October 2014 Integrating Fuzzy and Ant Colony System for Fuzzy Vehicle Routing Problem with Time Windows Sandhya and V.Katiyar Department of Computer Science and Engineering, Maharishi Markandeswar University, Ambala, Haryana,India. A...
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Prediction and Control of Projectile Impact Point using Approximate Statistical Moments arXiv:1710.00289v1 [cs.SY] 1 Oct 2017 Cenk Demir1 , Abhyudai Singh2 Abstract— In this paper, trajectory prediction and control design for a desired hit point of a projectile is studied. Projectiles are subject to environment noise...
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Fast Estimation of the Median Covariation Matrix with Application to Online Robust Principal Components arXiv:1504.02852v5 [math.ST] 9 Jul 2016 Analysis Hervé Cardot, Antoine Godichon-Baggioni Institut de Mathématiques de Bourgogne, Université de Bourgogne Franche-Comté, 9, rue Alain Savary, 21078 Dijon, France July ...
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Learning ELM network weights using linear discriminant analysis Philip de Chazal1, Jonathan Tapson1 and André van Schaik1 1 The MARCS Institute, University of Western Sydney, Penrith NSW 2751, Australia {p.dechazal, j.tapson, a.vanschaik}@uws.edu.au Abstract. We present an alternative to the pseudo-inverse method for...
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Recurrent Orthogonal Networks and Long-Memory Tasks Mikael Henaff New York University, Facebook AI Research arXiv:1602.06662v2 [cs.NE] 15 Mar 2017 Arthur Szlam Facebook AI Research MBH 305@ NYU . EDU ASZLAM @ FACEBOOK . COM Yann LeCun New York University, Facebook AI Research Abstract Although RNNs have been sho...
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MINT: Mutual Information based Transductive Feature Selection for Genetic Trait Prediction arXiv:1310.1659v1 [cs.LG] 7 Oct 2013 Dan He1 , Irina Rish1 , David Haws1 , Simon Teyssedre2 , Zivan Karaman2, Laxmi Parida1 1 2 1 IBM T.J. Watson Research, Yorktown Heights, NY, USA {dhe, rish, dhaws, parida}@us.ibm.com Lima...
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Bayesian Network Learning via Topological Order Young Woong Park ∗1 and Diego Klabjan †2 1 2 College of Business, Iowa State University, Ames, IA 50011, USA Department of Industrial Engineering and Management Sciences, Northwestern University, Evanston, IL 60208, USA arXiv:1701.05654v2 [stat.ML] 20 Aug 2017 Aug...
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Under consideration for publication in Theory and Practice of Logic Programming 1 arXiv:0712.3830v1 [cs.PL] 26 Dec 2007 TCHR: a framework for tabled CLP TOM SCHRIJVERS∗ and BART DEMOEN Dept. of Computer Science, K.U.Leuven, Belgium (e-mail: {toms,bmd}@cs.kuleuven.ac.be) DAVID S. WARREN Dept. of Computer Science, St...
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arXiv:1501.04010v1 [cs.NE] 16 Jan 2015 Coevolutionary intransitivity in games: A landscape analysis Hendrik Richter HTWK Leipzig University of Applied Sciences Faculty of Electrical Engineering & Information Technology Postfach 301166, D–04251 Leipzig, Germany Email: richter@eit.htwk-leipzig.de January 19, 2015 Abstr...
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arXiv:1711.10185v1 [cs.AI] 28 Nov 2017 Hyper-dimensional computing for a visual question-answering system that is trainable end-to-end Guglielmo Montone Laboratoire Psychologie de la Perception Université Paris Descartes 75006 Paris, France montone.guglielmo@gmail.com J.Kevin O’Regan Laboratoire Psychologie de la Per...
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Imperial College London arXiv:1502.06096v1 [cs.NE] 21 Feb 2015 Department of Computing Reinforcement Learning in a Neurally Controlled Robot Using Dopamine Modulated STDP by Richard Evans Submitted in partial fulfilment of the requirements for the MSc Degree in Advanced Computing of Imperial College London Septem...
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