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There and Back Again:
A General Approach to Learning Sparse Models
arXiv:1706.08146v1 [cs.LG] 25 Jun 2017
Vatsal Sharan
Stanford University
vsharan@stanford.edu
Kai Sheng Tai
Stanford University
kst@cs.stanford.edu
Peter Bailis
Stanford University
pbailis@cs.stanford.edu
Gregory Valiant
Stanford University
valiant... | 2 |
1
Energy-Aware Wireless Relay Selection in
Load-Coupled OFDMA Cellular Networks
Lei You1 , Di Yuan1,2, Nikolaos Pappas1, and Peter Värbrand1
1 Department
of Science and Technology, Linköping University, Sweden
of Information Technology, Uppsala University, Sweden
{lei.you; di.yuan; nikolaos.pappas@liu.se} {petva@it... | 7 |
arXiv:1612.03408v1 [math.AC] 11 Dec 2016
COHEN-MACAULAY PROPERTIES UNDER THE AMALGAMATED
CONSTRUCTION
Y. AZIMI, P. SAHANDI, AND N. SHIRMOHAMMADI
A BSTRACT. Let A and B be commutative rings with unity, f : A → B a ring homomorphism and
J an ideal of B. Then the subring A ⊲⊳ f J := {(a, f (a) + j)|a ∈ A and j ∈ J} of A ... | 0 |
Subgraph Counting: Color Coding Beyond Trees
Venkatesan T. Chakaravarthy1 , Michael Kapralov2 , Prakash Murali1 ,
Fabrizio Petrini3 , Xinyu Que3 , Yogish Sabharwal1 , and Baruch Schieber3
arXiv:1602.04478v2 [cs.DC] 2 Apr 2016
1,3
1
IBM Research
{vechakra, prakmura, ysabharwal}@in.ibm.com
3
{fpetrin, xque, sbar}@us.... | 8 |
Published as a conference paper at ICLR 2018
A BAYESIAN P ERSPECTIVE ON G ENERALIZATION AND
S TOCHASTIC G RADIENT D ESCENT
Samuel L. Smith∗ & Quoc V. Le
Google Brain
{slsmith, qvl}@google.com
arXiv:1710.06451v3 [cs.LG] 14 Feb 2018
A BSTRACT
We consider two questions at the heart of machine learning; how can we predi... | 2 |
Approximation of Continuous-Time Infinite-Horizon
Optimal Control Problems Arising in Model Predictive
Control - Supplementary Notes
arXiv:1608.08823v1 [math.OC] 31 Aug 2016
Michael Muehlebach and Raffaello D’Andrea∗
Abstract
These notes present preliminary results regarding two different approximations of linear in... | 3 |
On LDPC Code Based
Massive Random-Access Scheme
for the Gaussian Multiple Access Channel
Luiza Medova∗† , Anton Glebov‡, Pavel Rybin∗ , and Alexey Frolov‡∗
∗ Inst.
for Information Transmission Problems, Moscow, Russia, prybin@iitp.ru
Inst. of Physics and Mathematics, Moscow, Russia, luiza.medova@phystech.edu
‡ Skolkov... | 7 |
Fitting Jump Models
arXiv:1711.09220v1 [cs.LG] 25 Nov 2017
A. Bemporad† , V. Breschi† , D. Piga‡ , and S. Boyd§
†
IMT School for Advanced Studies Lucca, Piazza San Francesco 19, 55100 Lucca,
Italy. Email: {alberto.bemporad,valentina.breschi}@imtlucca.it
‡
Dalle Molle Institute for Artificial Intelligence Research - ... | 3 |
Global Pose Estimation with an Attention-based Recurrent Network
arXiv:1802.06857v1 [cs.CV] 19 Feb 2018
Emilio Parisotto∗,1,2 , Devendra Singh Chaplot∗,1,2 , Jian Zhang1 , Ruslan Salakhutdinov1,2
∗
Equal Contribution.
1
Apple Inc., 1 Infinite Loop, Cupertino, CA 95014, USA.
2
Carnegie Mellon University, 5000 Forbes A... | 1 |
ANGLE CONSTRAINED PATH TO CLUSTER
MULTIPLE MANIFOLDS
Amir Babaeian
University of California, San Diego
Abstract. In this paper, we propose a method to cluster multiple intersected
manifolds. The algorithm chooses several landmark nodes randomly and then
checks whether there is an angle-constrained path between each lan... | 1 |
arXiv:1604.01168v2 [math.CO] 12 Nov 2016
An Estimation of the Size of Non-Compact Suffix
Trees
Bálint Vásárhelyi∗
Abstract
A suffix tree is a data structure used mainly for pattern matching. It is known
that the space complexity of simple suffix trees is quadratic in the length of the
string. By a slight modification... | 8 |
Decision-level multi-method fusion of spatially scattered data
from nondestructive inspection of ferromagnetic parts
René Heideklanga, Parisa Shokouhib
a BAM
Federal Institute for Materials Research and Testing, Unter den Eichen 87, 12205 Berlin, Germany
rene.heideklang@bam.de
phone: ≈49 30 8104-1838 (secretariat of ... | 5 |
1
Performance Analysis of NOMA in Training Based
Multiuser MIMO Systems
arXiv:1711.01813v1 [cs.IT] 6 Nov 2017
Hei Victor Cheng, Emil Björnson, and Erik G. Larsson
Department of Electrical Engineering (ISY), Linköping University, Sweden
Email: {hei.cheng, emil.bjornson, erik.g.larsson}@liu.se
Abstract—This paper c... | 7 |
AMINO ACID INTERACTION NETWORK
PREDICTION USING MULTI-OBJECTIVE
OPTIMIZATION
Md. Shiplu Hawlader1 and Saifuddin Md. Tareeq2
1
Department of Computer Science & Engineering, University of Asia Pacific, Dhaka,
Bangladesh
shiplu.cse@uap-bd.edu
2
Department of Computer Science & Engineering, University of Dhaka, Dhaka,
Ba... | 9 |
Tagger: Deep Unsupervised Perceptual Grouping
arXiv:1606.06724v2 [cs.CV] 28 Nov 2016
Klaus Greff* , Antti Rasmus, Mathias Berglund, Tele Hotloo Hao,
Jürgen Schmidhuber* , Harri Valpola
The Curious AI Company {antti,mathias,hotloo,harri}@cai.fi
*
IDSIA {klaus,juergen}@idsia.ch
Abstract
We present a framework for effi... | 9 |
JOURNAL OF COMPUTER SCIENCE AND ENGINEERING, VOLUME 1, ISSUE 1, MAY 2010
72
An approach to find dynamic slice for C++
Program
Santosh Kumar Pani and Priya Arundhati
Abstract—Object-oriented programming has been considered a most promising method in program development and maintenance. An
important feature of object-or... | 6 |
Noname manuscript No.
(will be inserted by the editor)
Estimating Distances via Received Signal Strength and Connectivity in
Wireless Sensor Networks
arXiv:1801.09350v1 [eess.SP] 29 Jan 2018
Qing Miao, Baoqi Huang∗ and Bing Jia
Received: date / Accepted: date
Abstract Distance estimation is vital for localization ... | 3 |
Analysis of the Pólya-Gamma block Gibbs sampler for
Bayesian logistic linear mixed models
arXiv:1708.00100v2 [math.ST] 17 Nov 2017
Xin Wang∗ and Vivekananda Roy†
Department of Statistics, Iowa State University, Ames, IA
November, 2017
Abstract
In this article, we construct a two-block Gibbs sampler using Polson et ... | 10 |
Zero-Shot Learning to Manage a Large Number of Place-Specific
Compressive Change Classifiers
arXiv:1709.05397v1 [cs.CV] 15 Sep 2017
Tanaka Kanji
Abstract— With recent progress in large-scale map maintenance and long-term map learning, the task of change detection
on a large-scale map from a visual image captured by a... | 1 |
arXiv:1603.06002v1 [cs.DS] 18 Mar 2016
A Message Passing Algorithm for the Problem of
Path Packing in Graphs
Patrick Eschenfeldt and David Gamarnik
March 22, 2016
Abstract
We consider the problem of packing node-disjoint directed paths in
a directed graph. We consider a variant of this problem where each
path starts ... | 8 |
Vehicle Color Recognition using Convolutional
Neural Network
Reza Fuad Rachmadi∗ , I Ketut Eddy Purnama† , and Mauridhi Hery Purnomo‡
arXiv:1510.07391v2 [cs.CV] 29 Oct 2017
Department of Multimedia and Networking Engineering
Institut Teknologi Sepuluh Nopember, Surabaya, Indonesia 60111
Email: ∗ fuad@its.ac.id, † ket... | 1 |
A
Towards a Compiler for Reals
arXiv:1410.0198v3 [cs.PL] 11 Mar 2016
EVA DARULOVA and VIKTOR KUNCAK1 , Ecole Polytechnique Federale de Lausanne
Numerical software, common in scientific computing or embedded systems, inevitably uses an approximation of the real arithmetic in which most algorithms are designed. In man... | 6 |
Post-transcriptional
knowledge
in
pathway analysis increases the accuracy
of phenotypes classification
This manuscript has been published in Oncotarget Vol 7, No
34.
If you are using this work please refer to:
Alaimo, S., Giugno, R., Acunzo, M., Veneziano, D., Ferro, A., &
Pulvirenti, A. (2016). Post-transcriptional k... | 5 |
Gene Selection With
Guided Regularized Random Forest
arXiv:1209.6425v3 [cs.LG] 20 Jun 2013
Houtao Deng
Intuit, Mountain View, CA, USA
George Runger
Arizona State University, Tempe, AZ, USA
Abstract
The regularized random forest (RRF) was recently proposed for feature selection by building only one ensemble. In RRF ... | 5 |
Smart Meter Privacy via the Trapdoor Channel
Miguel Arrieta∗ and Iñaki Esnaola∗§
arXiv:1708.04429v1 [cs.IT] 15 Aug 2017
∗
Dept. of Automatic Control and Systems Engineering, University of Sheffield, Sheffield S1 3JD, UK
§
Dept. of Electrical Engineering, Princeton University, Princeton, NJ 08544, USA
{marrieta2, es... | 7 |
Where to Focus: Deep Attention-based Spatially Recurrent Bilinear Networks for
Fine-Grained Visual Recognition
Lin Wu‡ , Yang Wang†
The University of Queensland, Australia
†
The University of New South Wales, Kensington, Sydney, Australia
lin.wu@uq.edu.au; wangy@cse.unsw.edu.au
arXiv:1709.05769v1 [cs.CV] 18 Sep 2017
... | 1 |
1
arXiv:1605.06696v1 [math.AC] 21 May 2016
ON THE STRAIGHTENING LAW FOR MINORS OF A MATRIX
RICHARD G. SWAN
In memory of Gian Carlo Rota
Abstract. We give a simple new proof for the straightening law of Doubilet,
Rota, and Stein using a generalization of the Laplace expansion of a determinant.
1. Introduction
The str... | 0 |
Constant Factor Approximation
for ATSP with Two Edge Weights
Ola Svensson∗
ola.svensson@epfl.ch
Jakub Tarnawski†
jakub.tarnawski@epfl.ch
László A. Végh‡
l.vegh@lse.ac.uk
arXiv:1511.07038v2 [cs.DS] 4 Sep 2017
Abstract
We give a constant factor approximation algorithm for the Asymmetric Traveling Salesman Problem ... | 8 |
On interestingness measures of formal concepts
arXiv:1611.02646v2 [cs.AI] 19 Apr 2017
Sergei O. Kuznetsov, Tatiana Makhalova
National Research University Higher School of Economics
Kochnovsky pr. 3, Moscow 125319, Russia
tpmakhalova@hse.ru, skuznetsov@hse.ru
Abstract. Formal concepts and closed itemsets proved to be... | 2 |
arXiv:1712.04034v1 [cs.CL] 11 Dec 2017
Learning Robust Dialog Policies in Noisy
Environments
Maryam Fazel-Zarandi
Amazon Inc, USA
fazelzar@amazon.com
Shang-Wen Li
Amazon Inc, USA
shangwel@amazon.com
Jin Cao
Amazon Inc, USA
jincao@amazon.com
Jared Casale
Amazon Inc, USA
casjared@amazon.com
Peter Henderson
Amazon In... | 2 |
Causality in the Semantics of Esterel: Revisited
MohammadReza Mousavi
Department of Computer Science, Eindhoven University of Technology,
P.O. Box 513, NL-5600 MB Eindhoven, The Netherlands
We re-examine the challenges concerning causality in the semantics of Esterel and show that they pertain to the known issues in t... | 6 |
Enumerating submodules invariant under an
endomorphism
Tobias Rossmann
arXiv:1606.00760v1 [math.NT] 1 Jun 2016
Fakultät für Mathematik, Universität Bielefeld, D-33501 Bielefeld, Germany
We study zeta functions enumerating submodules invariant under a given endomorphism of a finitely generated module over the ring of ... | 4 |
Journal of Machine Learning Research ()
Submitted ; Published
A k-core Decomposition Framework for Graph Clustering
Christos Giatsidis
giatsidis@lix.polytechnique.fr
LIX, École Polytechnique
Palaiseau, 91120, France
Fragkiskos D. Malliaros
fmalliaros@lix.polytechnique.fr
LIX, École Polytechnique
Palaiseau, 911... | 8 |
arXiv:1709.05266v1 [math.LO] 15 Sep 2017
DIMENSION 1 SEQUENCES ARE CLOSE TO RANDOMS
NOAM GREENBERG, JOSEPH S. MILLER, ALEXANDER SHEN,
AND LINDA BROWN WESTRICK
Abstract. We show that a sequence has effective Hausdorff dimension 1 if
and only if it is coarsely similar to a Martin-Löf random sequence. More
generally, a seq... | 7 |
Robust Low-Rank Matrix Estimation
arXiv:1603.09071v4 [math.ST] 24 Jul 2017
Andreas Elsener and Sara van de Geer
Seminar for Statistics
ETH Zurich
8092 Zurich
Switzerland
e-mail: elsener@stat.math.ethz.ch
e-mail: geer@stat.math.ethz.ch
Abstract: Many results have been proved for various nuclear norm penalized estimato... | 10 |
arXiv:1710.10710v2 [cs.CV] 16 Nov 2017
On Pre-Trained Image Features and Synthetic Images for Deep Learning
Stefan Hinterstoisser
X
Vincent Lepetit
Université de Bordeaux
Paul Wohlhart
X
hinterst@google.com
vincent.lepetit@u-bordeaux.fr
wohlhart@google.com
Kurt Konolige
X
konolige@google.com
Abstract
Deep Lear... | 1 |
Estimation of the Hurst and the stability indices
of a H-self-similar stable process
Thi To Nhu DANG∗, Jacques ISTAS†
arXiv:1506.05593v3 [math.ST] 18 Oct 2017
October 19, 2017
Abstract
In this paper we estimate both the Hurst and the stability indices of a H-self-similar stable process.
More precisely, let X be a H-... | 10 |
arXiv:1408.3215v1 [cs.NE] 14 Aug 2014
Cortical Processing with Thermodynamic-RAM
M. Alexander Nugent
Timothy W. Molter
M. Alexander Nugent Consulting, Santa Fe, NM, USA
KnowmTech LLC, Albuquerque, NM, USA
Xeiam LLC, Santa Fe, NM, USA
Email: i@alexnugent.name
M. Alexander Nugent Consulting, Santa Fe, NM, USA
KnowmTe... | 9 |
arXiv:1604.08435v1 [math.AC] 28 Apr 2016
Dissertation
zur Erlangung des Doktorgrades (Dr. rer. nat.)
des Fachbereichs Mathematik/Informatik
der Universität Osnabrück
Hilbert-Kunz functions of surface rings of type
ADE
vorgelegt
von
Daniel Brinkmann
Osnabrück
eingereicht: Mai 2013
veröffentlicht: August 2013
Betreu... | 0 |
Cross-validation estimation of covariance parameters
under fixed-domain asymptotics
F. Bachoc∗1 , A. Lagnoux1 , and T.M.N. Nguyen1
arXiv:1610.02872v2 [math.ST] 25 Jul 2017
1
Institut de Mathématiques de Toulouse, Université Paul Sabatier, France
118 route de Narbonne, 31062 TOULOUSE Cedex 9
{francois.bachoc,agnes.la... | 10 |
arXiv:1704.00026v3 [cs.NE] 13 Jun 2017
Upper Bounds on the Runtime of the Univariate Marginal
Distribution Algorithm on OneMax∗
Carsten Witt
DTU Compute
Technical University of Denmark
2800 Kgs. Lyngby
Denmark
June 15, 2017
Abstract
A runtime analysis of the Univariate Marginal Distribution Algorithm (UMDA)
is presen... | 9 |
Submitted to Bernoulli
arXiv: arXiv:1705.09898
arXiv:1705.09898v2 [cs.IT] 16 Jun 2017
Projection Theorems of Divergences and
Likelihood Maximization Methods
ATIN GAYEN and M. ASHOK KUMAR
Discipline of Mathematics, Indian Institute of Technology Indore, Indore 453 553.
Email: atinfordst@gmail.com and ashokm@iiti.ac.in... | 7 |
arXiv:1605.01746v1 [cs.NE] 5 May 2016
Biobjective Performance Assessment with the COCO
Platform
Dimo Brockhoff1 , Tea Tušar1 , Dejan Tušar1 , Tobias Wagner2 ,
Nikolaus Hansen3,4 , Anne Auger3,4
1
Inria, research centre Lille, 2 Technical University Dortmund,
3
Inria, research centre Saclay, 4 Université Paris-Saclay,... | 9 |
SKELETA OF G-PARKING FUNCTION IDEALS
arXiv:1708.04712v2 [math.CO] 12 Sep 2017
ANTON DOCHTERMANN
Abstract. Given a graph G, the G-parking function ideal MG is an artinian monomial
ideal in the polynomial ring S with the property that a linear basis for S/MG is provided by
the set of G-parking functions. It follows tha... | 0 |
Optimal Gossip Algorithms for Exact and Approximate Quantile
Computations
arXiv:1711.09258v1 [cs.DS] 25 Nov 2017
Bernhard Haeupler
CMU
Jeet Mohapatra
MIT
Hsin-Hao Su
UNC Charlotte
Abstract
This paper gives drastically faster gossip algorithms to compute exact and approximate
quantiles.
Gossip algorithms, which all... | 8 |
Title: A Quantitative Neural Coding Model of Sensory Memory
Authors: Peilei Liu1*, Ting Wang1
Affiliations:
1
College of Computer, National University of Defense Technology, 410073 Changsha, Hunan,
China.
*Correspondence to: plliu@nudt.edu.cn
Abstract: The coding mechanism of sensory memory on the neuron scale is one ... | 9 |
TRACY-WIDOM AT EACH EDGE OF REAL COVARIANCE ESTIMATORS
arXiv:1707.02352v1 [math.PR] 7 Jul 2017
ZHOU FAN AND IAIN JOHNSTONE
Abstract. We study the sample covariance matrix for real-valued data with general population
covariance, as well as MANOVA-type covariance estimators in variance components models under
null hyp... | 10 |
arXiv:1705.02768v1 [math.RA] 8 May 2017
Typical ranks of semi-tall real 3-tensors
Toshio SUMI∗, Mitsuhiro MIYAZAKI†and Toshio SAKATA‡
Abstract
Let m, n and p be integers with 3 ≤ m ≤ n and (m − 1)(n −
1) + 1 ≤ p ≤ (m − 1)m. We showed in previous papers that if
p ≥ (m − 1)(n − 1) + 2, then typical ranks of p × n × m-t... | 0 |
N.B. A USB memory stick, storing my draft PhD thesis - comprising material partly used in this work, ”disappeared” from
my hotel room safe in July 2017. For this reason, I’m unnecessarily forced to post this preprint prior publication acceptance.
Golden Angle Modulation
Abstract—Quadrature amplitude modulation (QAM) ... | 7 |
Book review
arXiv:cs/0512096v2 [cs.PL] 22 Jun 2006
The Haskell Road to Logic, Maths and Programming, Kees Doets and Jan van
Eijck, Texts in Computing Series, King’s College Publications, London, 2004.
Price: £14.00 pounds, $ 25.00, 444 pages, Paperback, ISBN: 0-9543006-9-6.
Reviewer: Ralf Lämmel
Microsoft Corp., Red... | 6 |
EQUATIONS OF REES ALGEBRAS OF IDEALS IN TWO VARIABLES
arXiv:1511.04073v1 [math.AC] 12 Nov 2015
JEFF MADSEN
Abstract. Let I be an ideal of height two in R = k[x0 , x1 ] generated by forms of the same degree,
and let K be the ideal of defining equations of the Rees algebra of I. Suppose that the second
largest column d... | 0 |
COMMUTATIVITY THEOREMS FOR GROUPS AND SEMIGROUPS
arXiv:1706.00381v2 [math.GR] 22 Nov 2017
FRANCISCO ARAÚJO AND MICHAEL KINYON∗
Abstract. In this note we prove a selection of commutativity theorems for various classes
of semigroups. For instance, if in a separative or completely regular semigroup S we have
xp y p = y... | 4 |
CLASSIFICATION OF EXTERNAL ZONOTOPAL
ALGEBRAS
arXiv:1803.09966v1 [math.CO] 27 Mar 2018
GLEB NENASHEV
Abstract. In this paper we work with power algebras associated
to hyperplane arrangements. There are three main types of these
algebras, namely, external, central, and internal zonotopal algebras. We classify all exte... | 0 |
Soft Computing Techniques for Change Detection in remotely
sensed images : A Review
Ms Madhu Khurana1 and Dr Vikas Saxena2
1
Dept. Of Computer Science & Engineering, ABES Engineering College
Ghaziabad-201009,India
madhu.khurana@abes.ac.in
2
Department of CS & IT, Jaypee Institute of Information Technology,
Noida – 20... | 9 |
BOUNDED QUANTIFIER INSTANTIATION FOR CHECKING
INDUCTIVE INVARIANTS
arXiv:1710.08668v1 [cs.LO] 24 Oct 2017
YOTAM M. Y. FELDMAN, ODED PADON, NEIL IMMERMAN, MOOLY SAGIV,
AND SHARON SHOHAM
Tel Aviv University, Tel Aviv, Israel
e-mail address: yotam.feldman@gmail.com
Tel Aviv University, Tel Aviv, Israel
UMass, Amherst, U... | 6 |
Where is my forearm? Clustering of body parts from simultaneous tactile and
linguistic input using sequential mapping
Karla Štěpánová1,2 , Matěj Hoffmann1,3 , Zdeněk Straka1 , Frederico B. Klein4 , Angelo Cangelosi4 , Michal Vavrečka2
(1)
Center for Machine Perception, Department of Cybernetics,
Faculty of Elec... | 2 |
arXiv:1708.01396v1 [math.AC] 4 Aug 2017
GRADED COMPONENTS OF LOCAL COHOMOLOGY
MODULES II
TONY J. PUTHENPURAKAL AND SUDESHNA ROY
Abstract. Let A be a commutative Noetherian ring containing a field K of
characteristic zero and let R = A[X1 , . . . , Xm ]. Consider R as standard graded
with deg A = 0 and deg Xi = 1 for a... | 0 |
Dynamic Actuator Selection and Robust State-Feedback Control of
Networked Soft Actuators
arXiv:1804.01615v1 [cs.SY] 4 Apr 2018
Nafiseh Ebrahimi∗,∗∗ , Sebastian Nugroho† , Ahmad F. Taha†,‡ , Nikolaos Gatsis† , Wei Gao∗ , Amir Jafari∗,∗∗
Abstract—The design of robots that are light, soft, powerful
is a grand challenge.... | 3 |
Skyline Computation with Noisy Comparisons
Frederik Mallmann-Trenn1,2 , Claire Mathieu1,3 , and Victor Verdugo1,4
arXiv:1710.02058v1 [cs.DS] 5 Oct 2017
1
École normale supérieure, CNRS, PSL Research University, Paris, France,
{mallmann, cmathieu, victor.verdugo}@di.ens.fr
2
Simon Fraser University
3
Collège de Franc... | 8 |
Conflict management in information fusion with
belief functions
arXiv:1709.04182v1 [cs.AI] 13 Sep 2017
Arnaud Martin
Abstract In Information fusion, the conflict is an important concept. Indeed, combining several imperfect experts or sources allows conflict. In the theory of belief
functions, this notion has been di... | 2 |
SIM-TO-REAL OPTIMIZATION OF COMPLEX REAL WORLD
MOBILE NETWORK WITH IMPERFECT INFORMATION VIA
DEEP REINFORCEMENT LEARNING FROM SELF-PLAY
Yongxi Tan1,Jin Yang1,Xin Chen2,Qitao Song2,Yunjun Chen2,Zhangxiang Ye2,Zhenqiang Su1
1 Futurewei Tech. Inc., NJ Research Center, USA
{yongxi.tan,jin.yang,zhenqiang.su}@huawei.com
2 Hu... | 2 |
Goal-Driven Dynamics Learning via Bayesian Optimization
arXiv:1703.09260v2 [cs.SY] 22 Sep 2017
Somil Bansal, Roberto Calandra, Ted Xiao, Sergey Levine, and Claire J. Tomlin
Abstract— Real-world robots are becoming increasingly complex and commonly act in poorly understood environments
where it is extremely challengi... | 3 |
Exploiting generalisation symmetries in accuracy-based
learning classifier systems: An initial study
Larry Bull
Abstract. Modern learning classifier systems typically exploit a
niched genetic algorithm to facilitate rule discovery. When used
for reinforcement learning, such rules represent generalisations
over the stat... | 9 |
arXiv:1802.08774v1 [cs.CV] 24 Feb 2018
Tool Detection and Operative Skill Assessment in Surgical Videos Using
Region-Based Convolutional Neural Networks
Amy Jin, Serena Yeung, Jeffrey Jopling, Jonathan Krause, Dan Azagury,
Arnold Milstein, and Li Fei-Fei
Stanford University
Stanford, CA 94305
Abstract
Five billion p... | 1 |
SOME ALGEBRAS WITH THE WEAK LEFSCHETZ PROPERTY
arXiv:1606.01812v1 [math.AC] 6 Jun 2016
DAVID COOK II AND UWE NAGEL
Dedicated to Winfried Bruns at the occasion of his 70th birthday.
Abstract. Using a connection to lozenge tilings of triangular regions, we establish an
easily checkable criterion that guarantees the we... | 0 |
Fast Simulation of Probabilistic Boolean Networks
(Technical Report)
Andrzej Mizera, Jun Pang, and Qixia Yuan ∗
arXiv:1605.00854v1 [cs.CE] 28 Apr 2016
Computer Science and Communications, University of Luxembourg, Luxembourg
firstname.lastname@uni.lu
Abstract. Probabilistic Boolean networks (PBNs) is an important ma... | 5 |
Computer Algebra and Material Design
Akihito Kikuchi
arXiv:1612.02275v4 [cond-mat.mtrl-sci] 17 Feb 2018
Canon Inc, Tokyo, Japan∗
1
Abstract
This article is intended to an introductory lecture in material physics, in which the
modern computational group theory and the electronic structure calculation are in collabo... | 5 |
arXiv:1706.03122v1 [cs.AI] 9 Jun 2017
Off The Beaten Lane:
AI Challenges In MOBAs Beyond Player Control
Michael Cook
Adam Summerville
Simon Colton
Games Academy
Falmouth University
Expressive Intelligence Studio
UC Santa Cruz
Games Academy
Falmouth University
Abstract
MOBAs represent a huge segment of online gam... | 2 |
The Distance Standard Deviation
arXiv:1705.05777v1 [math.ST] 16 May 2017
Dominic Edelmann,∗ Donald Richards,† and Daniel Vogel‡
May 17, 2017
Abstract
The distance standard deviation, which arises in distance correlation analysis of multivariate data, is studied as a measure of spread. New representations
for the dis... | 10 |
A Review of Intelligent Practices for Irrigation
Prediction
Krupakar Hans
SSN College Of Engineering
Chennai, India
E-mail: hanskrupakar1994@gmail.com
Akshay Jayakumar
SSN College Of Engineering
Chennai, India
E-mail: akshay.jayakumar1995@gmail.com
Dhivya G
SSN College Of Engineering
Chennai, India
E-mail: dhivya2204... | 9 |
International Journal of Managing Public Sector Information and Communication Technologies (IJMPICT)
Vol. 3, No. 2, December 2012
A NEW APPROACH IN DYNAMIC TRAVELING
SALESMAN PROBLEM: A HYBRID OF ANT COLONY
OPTIMIZATION AND DESCENDING GRADIENT
Farhad Soleimanian Gharehchopogh1, Isa Maleki2, Seyyed Reza Khaze3
1,2,3
C... | 9 |
AN ANALYSIS OF GENE EXPRESSION DATA USING PENALIZED
FUZZY C-MEANS APPROACH
P.K. Nizar Banu1 H. Hannah Inbarani2
1
Department of Computer Applications, B. S. Abdur Rahman University, Chennai, Tamilnadu,
India
Email: nizarbanu@gmail.com
2
Department of Computer Science, Periyar University, Salem, Tamilnadu, India
Email: ... | 5 |
HOMOCLINICALLY EXPANSIVE ACTIONS AND A GARDEN OF
EDEN THEOREM FOR HARMONIC MODELS
arXiv:1803.03541v1 [math.DS] 8 Mar 2018
TULLIO CECCHERINI-SILBERSTEIN, MICHEL COORNAERT, AND HANFENG LI
Abstract. Let Γ be a countable Abelian group and f ∈ Z[Γ], where Z[Γ] denotes the
integral group ring of Γ. Consider the Pontryagin ... | 4 |
Conditional Generation and Snapshot Learning in
Neural Dialogue Systems
arXiv:1606.03352v1 [cs.CL] 10 Jun 2016
Tsung-Hsien Wen, Milica Gašić, Nikola Mrkšić, Lina M. Rojas-Barahona,
Pei-Hao Su, Stefan Ultes, David Vandyke, Steve Young
Cambridge University Engineering Department,
Trumpington Street, Cambridge, CB2 ... | 9 |
Large deformation and post-failure simulations of segmental retaining walls using
mesh-free method (SPH)
Simulations de grandes déformations et post-rupture des murs de soutènement segmentaires
utilisant la méthode des mailles-libres (SPH)
Bui H.H., Kodikara J.A, Pathegama R., Bouazza A., Haque A.
Department of Civil ... | 5 |
1
Dynamic Modularity Approach to
Adaptive Inner/Outer Loop Control of
Robotic Systems
arXiv:1603.05557v4 [cs.SY] 7 Jan 2017
Hanlei Wang, Wei Ren, Chien Chern Cheah, Yongchun Xie, and
Shangke Lyu
Abstract—Modern applications of robotics typically involve a robot
control system with an inner PI (proportional-integral)... | 3 |
1
Operational Interpretation of Rényi Information
Measures via Composite Hypothesis Testing
Against Product and Markov Distributions
Marco Tomamichel† , Senior Member, IEEE and Masahito Hayashi‡∗ , Fellow, IEEE
arXiv:1511.04874v3 [cs.IT] 10 Dec 2017
Abstract
We revisit the problem of asymmetric binary hypothesis tes... | 7 |
ZU064-05-FPR
main
28 March 2017
0:56
arXiv:1703.08683v1 [cs.PL] 25 Mar 2017
Under consideration for publication in J. Functional Programming
1
Applied Type System: An Approach to
Practical Programming with Theorem-Proving
Hongwei Xi∗
Boston University, Boston, MA 02215, USA
(e-mail: hwxi@cs.bu.edu)
Abstract
The... | 6 |
Indian Regional Movie Dataset for Recommender Systems
Prerna Agarwal∗
IIIT Delhi
prerna15045@iiitd.ac.in
Richa Verma∗
IIIT Delhi
richa15054@iiitd.ac.in
arXiv:1801.02203v1 [cs.IR] 7 Jan 2018
ABSTRACT
Indian regional movie dataset is the first database of regional Indian
movies, users and their ratings. It consists ... | 2 |
Weighted Message Passing and Minimum Energy Flow for
Heterogeneous Stochastic Block Models with Side Information
T. Tony Cai1 , Tengyuan Liang2 and Alexander Rakhlin1
arXiv:1709.03907v1 [math.ST] 12 Sep 2017
1
2
Department of Statistics, The Wharton School at the University of Pennsylvania
Econometrics and Statistic... | 10 |
Delft University of Technology
Software Engineering Research Group
Technical Report Series
Formalizing typical crosscutting concerns
Marius Marin
Report TUD-SERG-2006-010
SERG
TUD-SERG-2006-010
Published, produced and distributed by:
Software Engineering Research Group
Department of Software Technology
Faculty of ... | 2 |
1
On the state space and dynamics selection in linear
stochastic models: a spectral factorization approach
arXiv:1802.00253v1 [cs.SY] 1 Feb 2018
Augusto Ferrante and Giorgio Picci
Abstract—Matrix spectral factorization is traditionally described as finding spectral factors having a fixed analytic pole
configuration... | 3 |
arXiv:1404.0352v1 [math.AG] 1 Apr 2014
CHERN CHARACTERS FOR TWISTED MATRIX
FACTORIZATIONS AND THE VANISHING OF THE HIGHER
HERBRAND DIFFERENCE
MARK E. WALKER
Abstract. We develop a theory of “ad hoc” Chern characters for twisted
matrix factorizations associated to a scheme X, a line bundle L, and a regular
global secti... | 0 |
arXiv:1706.02850v1 [cs.CV] 9 Jun 2017
Weakly supervised training of deep convolutional neural networks
for overhead pedestrian localization in depth fields
Alessandro Corbetta
Department of Applied Physics
Eindhoven University of Technology
Vlado Menkovski
Department of Mathematics and Computer Science
Eindhoven Univ... | 9 |
Optimization of OFDM radar waveforms using
genetic algorithms
arXiv:1405.4894v1 [cs.NE] 25 Apr 2014
Gabriel Lellouch and Amit Kumar Mishra
University of Cape Town, South Africa,
gabriel.lellouch@gmail.com
akmishra@ieee.org,
Abstract. Keywords: OFDM Radar, Genetic Algorithm, NSGA-II,
PSLR, ISLR, PMEPR
In this paper,... | 9 |
FINAL VERSION OF THIS PAPER AVAILABLE AT IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS (HTTP://DX.DOI.ORG/10.1109/TII.2017.2676005)
1
Covert Attacks in Cyber-Physical
Control Systems
Alan Oliveira de Sá∗† , Luiz F. Rust da Costa Carmo∗‡ , Raphael C. S. Machado‡
of Mathematics / NCE - Tércio Pacitti Institute,
Federal... | 3 |
Even faster sorting of (not only) integers
Marek Kokot, Sebastian Deorowicz, and Maciej Dlugosz
arXiv:1703.00687v1 [cs.DS] 2 Mar 2017
Institute of Informatics, Silesian University of Technology,
Akademicka 16, 44-100 Gliwice, Poland
{marek.kokot,sebastian.deorowicz,maciej.dlugosz}@polsl.pl
Abstract. In this paper we... | 8 |
Copyright ©2018 IEEE
Accepted to 2018 IEEE International Symposium on Biomedical Imaging
UNSUPERVISED DISCOVERY OF TOXOPLASMA GONDII MOTILITY PHENOTYPES
Mojtaba S. Fazli1 , Stephen A. Vella2 , Silvia N.J. Moreno2 , Shannon Quinn1
1
Department of Computer Science, The University of Georgia, Athens, GA, USA
arXiv:180... | 1 |
arXiv:1711.03002v1 [math.AG] 8 Nov 2017
BERKOVICH LOG DISCREPANCIES IN POSITIVE
CHARACTERISTIC
ERIC CANTON
Abstract. We introduce and study a log discrepancy function on the Berkovich
analytifications of schemes in positive characteristic that shares many properties with the analogue in characteristic zero. We prove ... | 0 |
Information and estimation
in Fokker-Planck channels
Andre Wibisono∗ , Varun Jog∗, and Po-Ling Loh∗†
arXiv:1702.03656v1 [cs.IT] 13 Feb 2017
Departments of Electrical & Computer Engineering∗ and Statistics†
University of Wisconsin - Madison
Madison, WI 53706
Email: aywibisono@wisc.edu, vjog@wisc.edu, loh@ece.wisc.edu
... | 10 |
arXiv:1801.02644v2 [math.AC] 31 Jan 2018
ON MONOMIAL IDEALS AND THEIR SOCLES
GEIR AGNARSSON AND NEIL EPSTEIN
Abstract. For a finite subset M ⊂ [x1 , . . . , xd ] of monomials, we describe how to constructively
obtain a monomial ideal I ⊆ R = K[x1 , . . . , xd ] such that the set of monomials in Soc(I) \ I is
precisely... | 0 |
Minor-free graphs have light spanners
arXiv:1711.00821v1 [cs.DS] 2 Nov 2017
Glencora Borradaile
Oregon State University
glencora@engr.oregonstate.edu
Hung Le
Oregon State University
lehu@onid.oregonstate.edu
Christian Wulff-Nilsen
University of Copenhagen
koolooz@di.ku.dk
Abstract
We show that every H-minor-free gr... | 8 |
arXiv:1404.1022v1 [math.SG] 3 Apr 2014
ON COMPOSITIONS WITH x2 /(1 − x)
HANS-CHRISTIAN HERBIG, DANIEL HERDEN, AND CHRISTOPHER SEATON
Abstract. In the past, empirical evidence has been presented that Hilbert series of symplectic quotients of unitary representations obey a certain universal
system of infinitely many con... | 0 |
Electronic Letters on Computer Vision and Image Analysis 16(2):17-20, 2017
Learning audio and image representations with
bio-inspired trainable feature extractors
Nicola Strisciuglio∗
∗
Johann Bernoulli Institute for Mathematics and Computer Science, University of Groningen, Netherlands
arXiv:1801.00688v1 [cs.CV] 2 ... | 1 |
Workshop track - ICLR 2018
S TABLE D ISTRIBUTION A LIGNMENT
U SING THE D UAL OF THE A DVERSARIAL D ISTANCE
Ben Usman
Boston University
usmn@bu.edu
Kate Saenko
Boston University
saenko@bu.edu
Brian Kulis
Boston University
bkulis@bu.edu
arXiv:1707.04046v4 [cs.LG] 30 Jan 2018
A BSTRACT
Methods that align distribution... | 1 |
arXiv:1802.00682v1 [cs.AI] 2 Feb 2018
How do Humans Understand Explanations from
Machine Learning Systems?
An Evaluation of the Human-Interpretability of
Explanation
Menaka Narayanan*1 , Emily Chen*1 , Jeffrey He*1 , Been Kim2 , Sam Gershman1
and Finale Doshi-Velez1
1
Harvard University
2
Google Brain
February 5, 201... | 2 |
Neural Question Answering at BioASQ 5B
Georg Wiese1,2 , Dirk Weissenborn2 and Mariana Neves1
1
Hasso Plattner Institute, August Bebel Strasse 88, Potsdam 14482 Germany
2
Language Technology Lab, DFKI, Alt-Moabit 91c, Berlin, Germany
georg.wiese@student.hpi.de,
dirk.weissenborn@dfki.de, mariana.neves@hpi.de
arXiv:1706.... | 9 |
Technische Universität Berlin
arXiv:1611.02072v1 [cs.SY] 7 Nov 2016
Institut für Mathematik
Data-driven Structured Realization
Philipp Schulze
Christopher Beattie
Benjamin Unger
Serkan Gugercin
Preprint 23-2016
Preprint-Reihe des Instituts für Mathematik
Technische Universität Berlin
http://www.math.tu-berlin... | 3 |
Semi-Supervised linear regression
arXiv:1612.02391v1 [math.ST] 7 Dec 2016
David Azriel1 , Lawrence D. Brown2 , Michael Sklar3 , Richard Berk2 , Andreas Buja2 and Linda Zhao2˚
Technion – Israel institute of Technology1 , Wharton – University of Pennsylvania2 and Stanford University3
Abstract
We study a regression pro... | 10 |
1
Asymptotically optimal codebooks based on
generalized Jacobi sums
Ziling Heng
arXiv:1705.08055v1 [cs.IT] 23 May 2017
Abstract
Codebooks with small inner-product correlation are applied in many practical applications including direct
spread code division multiple access communications, space-time codes and compress... | 7 |
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