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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... | 2 |
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... | 4 |
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... | 7 |
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... | 9 |
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... | 2 |
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 ... | 4 |
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... | 8 |
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... | 9 |
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... | 2 |
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... | 3 |
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... | 5 |
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... | 8 |
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... | 5 |
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... | 6 |
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... | 9 |
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... | 8 |
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... | 2 |
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... | 5 |
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... | 3 |
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... | 2 |
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 ... | 5 |
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... | 5 |
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... | 2 |
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... | 5 |
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... | 7 |
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,... | 7 |
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... | 4 |
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... | 7 |
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 ... | 10 |
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... | 10 |
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... | 1 |
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... | 2 |
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 ... | 10 |
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... | 4 |
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 ... | 8 |
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
... | 2 |
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... | 2 |
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... | 1 |
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... | 7 |
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... | 0 |
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... | 7 |
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... | 7 |
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 ... | 1 |
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... | 3 |
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... | 8 |
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... | 8 |
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... | 8 |
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... | 7 |
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... | 2 |
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... | 7 |
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... | 7 |
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... | 6 |
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... | 7 |
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 ... | 0 |
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... | 3 |
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,... | 10 |
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
... | 5 |
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... | 7 |
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... | 7 |
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 ... | 10 |
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... | 4 |
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... | 6 |
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... | 1 |
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... | 10 |
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 ... | 8 |
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... | 8 |
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... | 6 |
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 ... | 3 |
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, ... | 8 |
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... | 0 |
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... | 10 |
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... | 9 |
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... | 0 |
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... | 8 |
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... | 1 |
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... | 8 |
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... | 9 |
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... | 3 |
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; ... | 2 |
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... | 9 |
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... | 3 |
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... | 0 |
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... | 7 |
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... | 6 |
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... | 3 |
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... | 4 |
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... | 8 |
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... | 4 |
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... | 3 |
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... | 1 |
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... | 9 |
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... | 6 |
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... | 0 |
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... | 4 |
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... | 2 |
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... | 4 |
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... | 0 |
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... | 10 |
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... | 3 |
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... | 10 |
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