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