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International Journal in Foundations of Computer Science & Technology (IJFCST), Vol. 3, No.6, November 2013
A COMPARATIVE STUDY ON REMOTE TRACKING OF
PARKINSON’S DISEASE PROGRESSION USING DATA
MINING METHODS
Peyman Mohammadi1, Abdolreza Hatamlou 2 and Mohammad Masdari3
1
Department of Computer Engineering, Science an... | 5 |
arXiv:1705.10998v1 [cs.AI] 31 May 2017
The Atari Grand Challenge Dataset
Vitaly Kurin
Visual Computing Institute
RWTH Aachen University
Aachen, Germany
vitaliykurin@gmail.com
Sebastian Nowozin, Katja Hofmann
Machine Intelligence and Perception Group
Microsoft Research
Cambridge, UK
{Sebastian.Nowozin, Katja.Hofmann}... | 2 |
Sparse Maximum-Entropy Random Graphs
with a Given Power-Law Degree Distribution
Pim van der Hoorn1 , Gabor Lippner2 , and Dmitri Krioukov1,2,3
1
Northeastern University, Department of Physics
Northeastern University, Department of Mathematics
3
Northeastern University, Departments of Electrical&Computer Engineering
a... | 10 |
arXiv:1208.4035v1 [cs.PL] 16 Aug 2012
QIRAL: A High Level Language for Lattice
QCD Code Generation
Denis Barthou
Gilbert Grosdidier
University of Bordeaux,
Bordeaux, France
denis.barthou@labri.fr
Laboratoire de l’Accélerateur Linéaire,
Orsay, France
grosdid@in2p3.fr
Michael Kruse
Olivier Pene
INRIA Saclay / AL... | 6 |
Forward Stochastic Reachability Analysis for Uncontrolled
Linear Systems using Fourier Transforms
Abraham P. Vinod
Electrical & Comp. Eng.
University of New Mexico
Albuquerque, NM 87131, USA
arXiv:1610.04550v3 [cs.SY] 13 Feb 2017
aby.vinod@gmail.com
Baisravan
HomChaudhuri
Electrical & Comp. Eng.
University of New Me... | 3 |
1
Stochastic Geometry Modeling and Analysis of
Single- and Multi-Cluster Wireless Networks
Seyed Mohammad Azimi-Abarghouyi, Behrooz Makki,
Martin Haenggi, Fellow, IEEE, Masoumeh Nasiri-Kenari, Senior Member, IEEE,
arXiv:1712.08784v1 [cs.IT] 23 Dec 2017
and Tommy Svensson, Senior Member, IEEE
Abstract
This paper dev... | 7 |
arXiv:1211.7306v6 [math.AC] 23 Jun 2016
ON POLYNOMIALS WITH GIVEN HILBERT FUNCTION AND
APPLICATIONS
ALESSANDRA BERNARDI, JOACHIM JELISIEJEW, PEDRO MACIAS MARQUES, KRISTIAN
RANESTAD
Abstract. Using Macaulay’s correspondence we study the family of Artinian Gorenstein
local algebras with fixed symmetric Hilbert function ... | 0 |
1
arXiv:1511.05625v1 [cs.NE] 18 Nov 2015
MOEA/D-GM: Using probabilistic graphical models
in MOEA/D for solving combinatorial optimization
problems
Murilo Zangari de Souza1, Roberto Santana2, Aurora Trinidad Ramirez Pozo1, Alexander Mendiburu2
1 DInf - Federal University of Paraná, CP: 19081, CEP 19031-970, Curitiba, ... | 9 |
Towards Automatic Resource Bound Analysis for
OCaml
Jan Hoffmann
Ankush Das
Carnegie Mellon University
Shu-Chun Weng
Yale University
November 2, 2016
Abstract
This article presents a resource analysis system for OCaml programs. This system automatically derives worst-case resource bounds for higher-order polymorphic ... | 6 |
Fast Exact k-Means, k-Medians and Bregman Divergence
Clustering in 1D
arXiv:1701.07204v3 [cs.DS] 30 Jun 2017
Allan Grønlund∗
Kasper Green Larsen†
Jesper Sindahl Nielsen
§
Stefan Schneider
Alexander Mathiasen‡
¶
Mingzhou Song
k
Abstract
The k-Means clustering problem on n points is NP-Hard for any dimension d ... | 8 |
c Copyright notice.
1
Maximum Persistency via Iterative Relaxed
Inference in Graphical Models
arXiv:1508.07902v3 [cs.CV] 3 Feb 2017
Alexander Shekhovtsov, Paul Swoboda, and Bogdan Savchynskyy
Abstract—We consider the NP-hard problem of MAP-inference for undirected discrete graphical models. We propose a polynomial
... | 8 |
APPROXIMATING GEODESICS VIA RANDOM POINTS
arXiv:1711.06952v1 [math.PR] 19 Nov 2017
ERIK DAVIS AND SUNDER SETHURAMAN
Abstract. Given
a ‘cost’ functional F on paths γ in a domain D ⊂ Rd , in the
R
form F (γ) = 01 f (γ(t), γ̇(t))dt, it is of interest to approximate its minimum
cost and geodesic paths. Let X1 , . . . , ... | 10 |
An analysis of the SPARSEVA estimate for the finite sample data case ?
Huong Ha a , James S. Welsh a , Cristian R. Rojas b , Bo Wahlberg b
arXiv:1703.09351v1 [math.ST] 27 Mar 2017
a School
b Department
of Electrical Engineering and Computer Science, The University of Newcastle, Australia
of Automatic Control and AC... | 10 |
1
Low-Complexity Sub-band Digital Predistortion for
Spurious Emission Suppression in Noncontiguous
Spectrum Access
arXiv:1607.02249v2 [cs.IT] 19 Aug 2016
Mahmoud Abdelaziz, Student Member, IEEE, Lauri Anttila, Member, IEEE,
Chance Tarver, Student Member, IEEE, Kaipeng Li, Student Member, IEEE, Joseph R. Cavallaro, F... | 3 |
Characteristic Matrices and Trellis Reduction for
Tail-Biting Convolutional Codes
Masato Tajima, Senior Member, IEEE
arXiv:1705.03982v2 [cs.IT] 23 May 2017
Abstract
Basic properties of a characteristic matrix for a tail-biting convolutional code are investigated. A tail-biting convolutional code
can be regarded as a ... | 7 |
arXiv:1705.00985v1 [cs.DS] 2 May 2017
Determinant-Preserving Sparsification of SDDM Matrices with
Applications to Counting and Sampling Spanning Trees
David Durfee∗
John Peebles†
Richard Peng‡
Anup B. Rao§
May 3, 2017
Abstract
We show variants of spectral sparsification routines can preserve the total spanning tr... | 8 |
Computing the L1 Geodesic Diameter and Center
of a Polygonal Domain∗
Sang Won Bae1 , Matias Korman2 , Joseph S.B. Mitchell3 , Yoshio
Okamoto4 , Valentin Polishchuk5 , and Haitao Wang6
arXiv:1512.07160v2 [cs.CG] 9 Nov 2016
1
2
3
4
5
6
Kyonggi University, Suwon, South Korea. swbae@kgu.ac.kr
Tohoku University, Sendai, ... | 8 |
MMSE PRECODER FOR MASSIVE MIMO USING 1-BIT QUANTIZATION
Ovais Bin Usman, Hela Jedda, Amine Mezghani and Josef A. Nossek
arXiv:1706.08717v1 [cs.IT] 27 Jun 2017
Institute for Circuit Theory and Signal Processing
Technische Universität München, 80290 Munich, Germany
Email:{hela.jedda, josef.a.nossek}@tum.de
ABSTRACT
W... | 7 |
On using Tra er Driver for External Dynami
Pro ess Observation ⋆ (extended abstra t)
arXiv:cs/0701106v1 [cs.PL] 17 Jan 2007
Pierre Deransart
Inria
Ro quen ourt, BP 105, 78153 Le Chesnay Cedex, Fran e
Pierre.Deransartinria.fr
Abstra t
One is interested here in the observation of dynami
pro esses starting from the... | 2 |
Sample Efficient Policy Search for Optimal Stopping Domains
arXiv:1702.06238v2 [cs.AI] 24 May 2017
Karan Goel
Carnegie Mellon University
kgoel93@gmail.com
Christoph Dann
Carnegie Mellon University
cdann@cdann.net
Abstract
Optimal stopping problems consider the question
of deciding when to stop an observation-genera... | 2 |
Exact Learning of Lightweight Description Logic Ontologies
Exact Learning of Lightweight Description Logic Ontologies
Boris Konev
konev@liverpool.ac.uk
Department of Computer Science
University of Liverpool, United Kingdom
arXiv:1709.07314v1 [cs.LG] 20 Sep 2017
Carsten Lutz
clu@informatik.uni-bremen.de
Departmen... | 2 |
FLIC: Fast Linear Iterative Clustering with Active Search
Jiaxing Zhao1
Bo Ren1∗
arXiv:1612.01810v2 [cs.CV] 21 Nov 2017
1
Qibin Hou1
Nankai University
Abstract
In this paper, we reconsider the clustering problem for image over-segmentation from a new perspective. We propose a
novel search algorithm named “active ... | 1 |
An asymptotically optimal indirect approach to continuous-time system
identification
arXiv:1803.08449v1 [cs.SY] 22 Mar 2018
Rodrigo A. González, Cristian R. Rojas and James S. Welsh
Abstract— The indirect approach to continuous-time system
identification consists in estimating continuous-time models by
first determi... | 3 |
1
When data mining meets optimization: A case
study on the quadratic assignment problem
arXiv:1708.05214v2 [cs.DM] 7 Oct 2017
Yangming Zhou, Jin-Kao Hao∗ , and Béatrice Duval
Abstract—This paper presents a hybrid approach called frequent pattern based search that combines data mining and optimization.
The proposed ... | 8 |
Divergence, Entropy, Information
An Opinionated Introduction to Information Theory
Phil Chodrow 1
1
arXiv:1708.07459v1 [cs.IT] 24 Aug 2017
MIT Operations Research Center
pchodrow@mit.edu
https://philchodrow.github.io/
August 25, 2017
Information theory is a mathematical theory of learning with deep connections wit... | 7 |
On the topological dimension of the Gromov boundaries of
some hyperbolic Out(FN )-graphs
Mladen Bestvina, Camille Horbez and Richard D. Wade
arXiv:1610.02115v1 [math.GR] 7 Oct 2016
October 10, 2016
Abstract
We give upper bounds, linear in the rank, to the topological dimensions of the
Gromov boundaries of the interse... | 4 |
Accepted in the IEEE Transactions on Cognitive and Developmental Systems (TCDS), 2017
Seamless Integration and Coordination of Cognitive Skills in Humanoid Robots: A Deep
Learning Approach
Jungsik Hwang and Jun Tani
Abstract
This study investigates how adequate coordination among the different cognitive processes o... | 2 |
MINIMUM DISTANCE FUNCTIONS OF COMPLETE INTERSECTIONS
arXiv:1601.07604v4 [math.AC] 24 Oct 2017
JOSÉ MARTÍNEZ-BERNAL, YURIKO PITONES, AND RAFAEL H. VILLARREAL
Abstract. We study the minimum distance function of a complete intersection graded ideal in
a polynomial ring with coefficients in a field. For graded ideals o... | 7 |
arXiv:1604.00795v1 [math.AC] 4 Apr 2016
Méthodes Matricielles
Introduction à la
Complexité Algébrique
ABDELJAOUED Jounaı̈di
Maı̂tre Assistant
Université de Tunis
LOMBARDI Henri
Maı̂tre de Conférences
Université de Franche-Comté, Besançon
Version mise à jour en, avril 2012
Avant-Propos
L’algèbre linéair... | 0 |
1
Coded Caching Schemes with Reduced
Subpacketization from Linear Block Codes
arXiv:1706.00101v3 [cs.IT] 19 Feb 2018
Li Tang and Aditya Ramamoorthy
Department of Electrical and Computer Engineering
Iowa State University
Ames, IA 50010
Emails:{litang, adityar}@iastate.edu
Abstract—Coded caching is a technique that g... | 7 |
Journal of Machine Learning Research X (2017) XX-XX
Submitted 12/17; Published XX/XX
f -Divergence constrained policy improvement
arXiv:1801.00056v1 [cs.LG] 29 Dec 2017
Boris Belousov
Jan Peters
belousov@ias.tu-darmstadt.de
peters@ias.tu-darmstadt.de
Department of Computer Science
Technische Universität Darmstad... | 2 |
EULERIAN GRADED D-MODULES
arXiv:1210.8402v2 [math.AC] 15 Jul 2016
LINQUAN MA AND WENLIANG ZHANG
Abstract. Let R = K[x1 , . . . , xn ] with K a field of arbitrary characteristic and D be the ring of differential
operators over R. Inspired by Euler formula for homogeneous polynomials, we introduce a class of graded
D-... | 0 |
Free Applicative Functors
Paolo Capriotti
Ambrus Kaposi
University of Nottingham, United Kingdom
University of Nottingham, United Kingdom
pvc@cs.nott.ac.uk
auk@cs.nott.ac.uk
Applicative functors [6] are a generalisation of monads. Both allow the expression of effectful computations into an otherwise pure language... | 6 |
arXiv:1709.04673v2 [cs.SY] 10 Dec 2017
Conditions for Stability and Convergence of
Set-Valued Stochastic Approximations:
Applications to Approximate Value and Fixed
point Iterations
Arunselvan Ramaswamy
∗
Dept. of Electrical Engineering and Information Technology
Paderborn University
Paderborn - 33908, Germany.
Shal... | 3 |
1
Sensor Selection for Target Tracking in
Wireless Sensor Networks with Uncertainty
Nianxia Cao, Student Member, IEEE, Sora Choi,
arXiv:1510.01993v1 [cs.SY] 7 Oct 2015
Engin Masazade, Member, IEEE, Pramod K. Varshney, Fellow, IEEE
Abstract
In this paper, we propose a multiobjective optimization framework for the se... | 3 |
A norm knockout method on indirect reciprocity to
reveal indispensable norms∗
Hitoshi Yamamoto1,* , Isamu Okada2,+ , Satoshi Uchida3,+ , and Tatsuya Sasaki4,+
arXiv:1703.03943v1 [physics.soc-ph] 11 Mar 2017
1 Rissho
University, Department of Business Administration, Tokyo, 141-8602, Japan
University, Department of B... | 9 |
ON FEEBLY COMPACT SHIFT-CONTINUOUS TOPOLOGIES ON THE
SEMILATTICE expn λ
arXiv:1702.06105v2 [math.GN] 5 May 2017
OLEG GUTIK AND OLEKSANDRA SOBOL
Abstract. We study feebly compact topologies τ on the semilattice (expn λ, ∩) such that (expn λ, τ )
is a semitopological semilattice and prove that for any shift-continuous ... | 4 |
Unit Interval Editing is Fixed-Parameter Tractable
Yixin Cao∗
arXiv:1504.04470v2 [cs.DS] 31 Dec 2016
Abstract
Given a graph G and integers k1 , k2 , and k3 , the unit interval editing problem asks whether G can be
transformed into a unit interval graph by at most k1 vertex deletions, k2 edge deletions, and k3 edge
ad... | 8 |
arXiv:1709.07565v1 [cs.CV] 22 Sep 2017
NOVEL EVALUATION METRICS FOR SEAM CARVING BASED IMAGE RETARGETING
Tam V. Nguyen
Guangyu Gao
Department of Computer Science
University of Dayton
Email: tamnguyen@udayton.edu
School of Software
Beijing Institute of Technology
Email: guangyugao@bit.edu.cn
ABSTRACT
Image retarget... | 1 |
The inflation technique solves completely the classical inference problem
Miguel Navascués1 and Elie Wolfe2
1
Institute for Quantum Optics and Quantum Information (IQOQI) Vienna, Austrian Academy of Sciences, Boltzmanngasse 3,
1090 Vienna, Austria
2
Perimeter Institute for Theoretical Physics, 31 Caroline St. N, Wate... | 10 |
June 2015 (revised September 2015)
Report LIDS - 3176
Incremental Aggregated Proximal and Augmented
Lagrangian Algorithms
arXiv:1509.09257v2 [cs.SY] 4 Nov 2015
Dimitri P. Bertsekas†
Abstract
We consider minimization of the sum of a large number of convex functions, and we propose an incremental aggregated version o... | 3 |
arXiv:1511.00954v1 [math.CO] 3 Nov 2015
EFFECTIVE INVARIANT THEORY OF PERMUTATION
GROUPS USING REPRESENTATION THEORY
NICOLAS BORIE
Abstract. Using the theory of representations of the symmetric group, we
propose an algorithm to compute the invariant ring of a permutation group.
Our approach have the goal to reduce th... | 0 |
Zero-Shot Deep Domain Adaptation
Kuan-Chuan Peng, Ziyan Wu, Jan Ernst
Siemens Corporate Technology
Princeton, NJ, USA
arXiv:1707.01922v2 [cs.CV] 16 Nov 2017
{kuanchuan.peng, ziyan.wu, jan.ernst}@siemens.com
Abstract
The existing methods of domain adaptation (DA) work
under the assumption that the task-relevant targe... | 1 |
EVENT-TRIGGERED CONTROL OF INFINITE-DIMENSIONAL
SYSTEMS∗
arXiv:1801.05521v1 [math.OC] 17 Jan 2018
MASASHI WAKAIKI AND HIDEKI SANO†
Abstract. We consider the event-triggered control of continuous-time linear infinite-dimensional
systems. We show that an event trigger that measures the difference of a control input lea... | 3 |
arXiv:1711.07068v1 [cs.CV] 19 Nov 2017
Diverse and Accurate Image Description Using a
Variational Auto-Encoder with an Additive Gaussian
Encoding Space
Liwei Wang
Alexander G. Schwing
Svetlana Lazebnik
{lwang97, aschwing, slazebni}@illinois.edu
University of Illinois at Urbana-Champaign
Abstract
This paper explores ... | 1 |
Happy Travelers Take Big Pictures:
A Psychological Study with Machine Learning and Big Data
Xuefeng Liang, Lixin Fan† , Yuen Peng Loh‡ , Yang Liu, Song Tong
‡
IST, Graduate School of Informatics, Kyoto University, 606-8501 Kyoto, Japan
†
Nokia Technologies, Tampere 33100, Finland
Centre of Image and Signal Processing,... | 1 |
Practical combinations of repetition-aware data
structures∗
Djamal Belazzougui1 , Fabio Cunial2 , Travis Gagie3,4 , Nicola
Prezza5 , and Mathieu Raffinot6
1
2
CERIST, Algeria.
Max Planck Institute of Molecular Cell Biology and Genetics, Dresden,
Germany.
Department of Computer Science, University of Helsinki, Finland.... | 8 |
The Power of Data Reduction for Matching
George B. Mertzios1 , André Nichterlein∗1,2 , and Rolf Niedermeier2
arXiv:1609.08879v2 [cs.DS] 16 Mar 2017
1
School of Engineering and Computing Sciences, Durham University, UK,
george.mertzios@durham.ac.uk
2
Institut für Softwaretechnik und Theoretische Informatik, TU Berl... | 8 |
Provable quantum state tomography via non-convex methods
Anastasios Kyrillidis,1, ∗ Amir Kalev,2, † Dohuyng Park,3, ‡ Srinadh
Bhojanapalli,4, § Constantine Caramanis,5, ¶ and Sujay Sanghavi5, ∗∗
1
arXiv:1711.02524v3 [quant-ph] 19 Nov 2017
IBM T. J. Watson Research Center
2
University of Maryland
3
Facebook
4
Toyota T... | 8 |
Fooling Views: A New Lower Bound Technique for Distributed
Computations under Congestion
Amir Abboud∗
Keren Censor-Hillel†
Seri Khoury†
Christoph Lenzen‡
arXiv:1711.01623v3 [cs.DS] 13 Dec 2017
December 14, 2017
Abstract
We introduce a novel lower bound technique for distributed graph algorithms under bandwidth li... | 8 |
TIME PARALLEL GRAVITATIONAL COLLAPSE SIMULATION
ANDREAS KREIENBUEHL
arXiv:1509.01572v3 [gr-qc] 28 Dec 2016
Center for Computational Sciences and Engineering, Lawrence Berkeley National Laboratory, 1 Cyclotron
Road, Berkeley CA 94720, United States of America
PIETRO BENEDUSI
Institute of Computational Science, Facul... | 5 |
Toward Depth Estimation Using Mask-Based
Lensless Cameras
M. Salman Asif
arXiv:1711.03527v1 [cs.CV] 9 Nov 2017
Department of Electrical and Computer Engineering
University of California, Riverside
Email: sasif@ece.ucr.edu
Abstract—Recently, coded masks have been used to demonstrate a thin form-factor lensless camera,... | 1 |
M ODULAR C ONTINUAL L EARNING IN A U NIFIED
V ISUAL E NVIRONMENT
Blue Sheffer
Department of Psychology
Stanford University
Stanford, CA 94305
bsheffer@stanford.edu
arXiv:1711.07425v2 [cs.LG] 12 Dec 2017
Kevin T. Feigelis
Department of Physics
Stanford Neurosciences Institute
Stanford University
Stanford, CA 94305
fei... | 2 |
Smooth backfitting of proportional hazards – A new approach
projecting survival data
Munir Hiabu
Cass Business School, City University London, U.K.
arXiv:1707.04622v1 [math.ST] 14 Jul 2017
E-mail: Munir.Hiabu.1@cass.city.ac.uk
Enno Mammen
Heidelberg University, Germany
E-mail: mammen@math.uni-heidelberg.de
Marı́a Do... | 10 |
To appear in Theory and Practice of Logic Programming.
1
arXiv:1210.2297v2 [cs.PL] 9 Oct 2012
Diagrammatic confluence for
Constraint Handling Rules∗
Rémy Haemmerlé
Technical University of Madrid
Abstract
Confluence is a fundamental property of Constraint Handling Rules (CHR) since, as in
other rewriting formalism... | 6 |
1
Design Exploration of Hybrid CMOS-OxRAM
Deep Generative Architectures
arXiv:1801.02003v1 [cs.ET] 6 Jan 2018
Vivek Parmar, Member, IEEE, and Manan Suri, Member, IEEE
Indian Institute of Technology-Delhi, Hauz Khas, New Delhi-110016, email: manansuri@ee.iitd.ac.in
Abstract—Deep Learning and its applications have ga... | 9 |
Sympiler: Transforming Sparse Matrix Codes by Decoupling
Symbolic Analysis
arXiv:1705.06575v1 [cs.PL] 18 May 2017
Kazem Cheshmi
Adobe Research
Cambridge, MA, US
kamil@adobe.com
Michelle Mills Strout
Maryam Mehri Dehnavi
University of Arizona
Tucson, AZ, US
mstrout@cs.arizona.edu
ABSTRACT
Sympiler is a domain-spe... | 6 |
arXiv:1506.00716v1 [cs.CE] 2 Jun 2015
Tackling Exascale Software Challenges in
Molecular Dynamics Simulations
with GROMACS
Szilárd Páll1,2,†
Carsten Kutzner3
Mark James Abraham1,2,†
Berk Hess1,2
Erik Lindahl1,2,4
Feb 12, 2015
1 Science
for Life Laboratory, Stockholm and Uppsala, 171 21 Stockholm, Swe-
den,
2 Dep... | 5 |
Feeding Hand-Crafted Features for Enhancing the Performance of
Convolutional Neural Networks
arXiv:1801.07848v1 [cs.CV] 24 Jan 2018
Sepidehsadat Hosseini
Seoul National University
sepid@ispl.snu.ac.kr
Seok Hee Lee
Seoul Nat’l Univ.
seokheel@snu.ac.kr
Abstract
Nam Ik Cho
Seoul National University
nicho@snu.ac.kr
a... | 1 |
arXiv:1508.01290v1 [math.AC] 6 Aug 2015
TORIC RINGS, INSEPARABILITY AND RIGIDITY
MINA BIGDELI, JÜRGEN HERZOG AND DANCHENG LU
Abstract. Let K be a field, H an affine semigroup and R = K[H] its toric ring
over K. In this paper we give an explicit description of the ZH-graded components
of the cotangent module T 1 (R) w... | 0 |
A New Approach to Probabilistic Programming Inference
arXiv:1507.00996v2 [stat.ML] 9 Jul 2015
Frank Wood
Department of Engineering
University of Oxford
Jan Willem van de Meent
Vikash Mansinghka
Department of Statistics
Computer Science & AI Lab
Columbia University
Massachusetts Institute of Technology
Abstract
We i... | 6 |
From Clarity to Efficiency for Distributed Algorithms ∗
Yanhong A. Liu
Scott D. Stoller
Bo Lin
arXiv:1412.8461v4 [cs.PL] 12 Mar 2017
Computer Science Department, Stony Brook University, Stony Brook, NY 11794, USA
{liu,stoller,bolin}@cs.stonybrook.edu
Abstract
1. Introduction
This article describes a very high-le... | 6 |
Ternary Neural Networks with Fine-Grained
Quantization
arXiv:1705.01462v3 [cs.LG] 30 May 2017
Naveen Mellempudi1 , Abhisek Kundu1 , Dheevatsa Mudigere1 , Dipankar Das1 , Bharat Kaul1 , and
Pradeep Dubey2
1
Parallel Computing Lab, Intel Labs, Bangalore, India
Parallel Computing Lab, Intel Labs, Santa Clara, CA
2
Ab... | 9 |
arXiv:1605.02306v1 [math.GT] 8 May 2016
CONJUGATION-INVARIANT NORMS ON THE COMMUTATOR
SUBGROUP OF THE INFINITE BRAID GROUP
MITSUAKI KIMURA
Abstract. In this paper, we give a proof of the result of Brandenbursky and
Kȩdra which says that the commutator subgroup of the infinite braid group
admits stably unbounded norm... | 4 |
INITIALIZATION OF MULTILAYER FORECASTING
ARTIFICIAL NEURAL NETWORKS
V.V. Bochkarev and Yu.S. Maslennikova
Kazan (Volga Region) Federal University
vbochkarev@mail.ru, YuliaMsl@gmail.com
Abstract
In this paper, a new method was developed for initialising artificial neural networks
predicting dynamics of time series. I... | 9 |
arXiv:1802.07810v1 [cs.AI] 21 Feb 2018
Manipulating and Measuring Model Interpretability
Forough Poursabzi-Sangdeh
Daniel G. Goldstein
Jake M. Hofman
forough.poursabzisangdeh@colorado.edu
dgg@microsoft.com
jmh@microsoft.com
University of Colorado Boulder
Microsoft Research
Microsoft Research
Jennifer Wortman ... | 2 |
1
Recent Advances in Zero-shot Recognition
arXiv:1710.04837v1 [cs.CV] 13 Oct 2017
Yanwei Fu, Tao Xiang, Yu-Gang Jiang, Xiangyang Xue, Leonid Sigal, and Shaogang Gong
Abstract—With the recent renaissance of deep convolution neural networks, encouraging breakthroughs have been achieved on
the supervised recognition t... | 2 |
1
On the reduction of differential inclusions and
Lyapunov stability
arXiv:1703.07071v4 [cs.SY] 23 Jan 2018
Rushikesh Kamalapurkar, Warren E. Dixon, and Andrew R. Teel
Abstract—In this paper, locally Lipschitz regular functions are
utilized to identify and remove infeasible directions from differential inclusions. ... | 3 |
An Algorithmic Framework for Labeling Network Maps?
Jan-Henrik Haunert1 and Benjamin Niedermann2
1
arXiv:1505.00164v2 [cs.CG] 30 Dec 2015
2
University of Osnabrück, Germany
Karlsruhe Institute of Technology, Germany
Abstract. Drawing network maps automatically comprises two challenging steps, namely laying
out the... | 8 |
Sailfish: Alignment-free Isoform Quantification from
arXiv:1308.3700v1 [q-bio.GN] 16 Aug 2013
RNA-seq Reads using Lightweight Algorithms
Rob Patro1 , Stephen M. Mount2 , and Carl Kingsford1
1 Lane
Center for Computational Biology, School of Computer Science
Carnegie Mellon University
2 Department
of Cell Biology an... | 5 |
Multiscale model reduction for shale gas transport in fractured
media
I. Y. Akkutlu
∗
Yalchin Efendiev†
Maria Vasilyeva‡
arXiv:1507.00113v1 [cs.CE] 1 Jul 2015
July 2, 2015
Abstract
In this paper, we develop a multiscale model reduction technique that describes shale gas transport
in fractured media. Due to the po... | 5 |
arXiv:1711.04177v1 [math.GT] 11 Nov 2017
COUNTING PROBLEMS IN GRAPH PRODUCTS AND RELATIVELY
HYPERBOLIC GROUPS
ILYA GEKHTMAN, SAMUEL J. TAYLOR, AND GIULIO TIOZZO
Abstract. We study properties of generic elements of groups of isometries of hyperbolic
spaces. Under general combinatorial conditions, we prove that loxodro... | 4 |
E XPLORING THE S PACE OF B LACK - BOX ATTACKS
D EEP N EURAL N ETWORKS
arXiv:1712.09491v1 [cs.LG] 27 Dec 2017
Arjun Nitin Bhagoji ∗
Department of Electrical Engineering
Princeton University
ON
Warren He, Bo Li & Dawn Song
EECS Department
University of California, Berkeley
A BSTRACT
Existing black-box attacks on dee... | 1 |
Collaborative Large-Scale Dense 3D Reconstruction
with Online Inter-Agent Pose Optimisation
Stuart Golodetz∗
Victor A. Prisacariu
Tommaso Cavallari∗
David W. Murray
Nicholas A. Lord∗
Philip H. S. Torr
arXiv:1801.08361v1 [cs.CV] 25 Jan 2018
Department of Engineering Science, University of Oxford
{smg,tommaso,nicklor... | 1 |
EXTERIOR AND SYMMETRIC POWERS OF MODULES FOR CYCLIC
2-GROUPS
FRANK HIMSTEDT AND PETER SYMONDS
arXiv:1510.02370v1 [math.RT] 8 Oct 2015
Abstract. We prove a recursive formula for the exterior and symmetric powers of modules
for a cyclic 2-group. This makes computation straightforward. Previously, a complete
description... | 0 |
Identification of functionally related enzymes by learning-to-rank
methods
arXiv:1405.4394v1 [cs.LG] 17 May 2014
Michiel Stock, Thomas Fober, Eyke Hüllermeier, Serghei Glinca, Gerhard Klebe,
Tapio Pahikkala, Antti Airola, Bernard De Baets, Willem Waegeman ∗
Abstract
Enzyme sequences and structures are routinely use... | 5 |
> REPLACE THIS LINE WITH YOUR PAPER IDENTIFICATION NUMBER (DOUBLE-CLICK HERE TO EDIT) <
1
A Generalized-Impedance Based Stability
Criterion for Three-Phase Grid-Connected
Voltage Source Converters
Huanhai Xin, Ziheng Li, Wei Dong, Zhen Wang, and Leiqi Zhang
Abstract—The output impedance matrices of three-phase
grid... | 3 |
arXiv:1610.02523v2 [math.GR] 7 Jun 2017
THE kR -PROPERTY ON FREE TOPOLOGICAL GROUPS
FUCAI LIN, SHOU LIN, AND CHUAN LIU
Abstract. A space X is called a kR -space, if X is Tychonoff and the necessary and sufficient
condition for a real-valued function f on X to be continuous is that the restriction of f on
each compact ... | 4 |
1
Binary Hypothesis Testing with Byzantine
Sensors: Fundamental Trade-off Between
Security and Efficiency
arXiv:1707.09592v3 [cs.IT] 19 Jan 2018
Xiaoqiang Ren∗ , Jiaqi Yan∗ , and Yilin Mo∗†
Abstract
This paper studies binary hypothesis testing based on measurements from a set of sensors, a subset
of which can be com... | 7 |
A1 -TYPE SUBGROUPS CONTAINING REGULAR
UNIPOTENT ELEMENTS
arXiv:1706.05212v1 [math.GR] 16 Jun 2017
TIMOTHY C. BURNESS AND DONNA M. TESTERMAN
Abstract. Let G be a simple exceptional algebraic group of adjoint type over an algebraically closed field of characteristic p > 0 and let X = PSL2 (p) be a subgroup of
G contai... | 4 |
BOIJ-SÖDERBERG DECOMPOSITIONS OF LEX-SEGMENT IDEALS
SEMA GÜNTÜRKÜN
arXiv:1404.0118v2 [math.AC] 20 Aug 2015
A BSTRACT. Boij-Söderberg theory describes the scalar multiples of Betti diagrams of graded modules
over a polynomial ring as a linear combination of pure diagrams with positive coefficients. There are a fe... | 0 |
1
Offline signature authenticity verification through
unambiguously connected skeleton segments
arXiv:1711.03082v1 [cs.CV] 8 Nov 2017
Jugurta Montalvão, Luiz Miranda, and Jânio Canuto
Abstract—A method for offline signature verification is presented in this paper. It is based on the segmentation of the
signature sk... | 1 |
JOURNAL OF LATEX CLASS FILES, VOL. 14, NO. 8, AUGUST 2015
1
Difficulty Adjustable and Scalable Constrained
Multi-objective Test Problem Toolkit
arXiv:1612.07603v2 [cs.NE] 16 Sep 2017
Zhun Fan, Senior Member, IEEE, Wenji Li, Xinye Cai, Hui Li, Caimin Wei, Qingfu Zhang, Fellow, IEEE,
Kalyanmoy Deb, Fellow, IEEE, and ... | 9 |
arXiv:1707.08644v2 [math.ST] 24 Oct 2017
Sharpening Jensen’s Inequality
J. G. Liao and Arthur Berg
Division of Biostatistics and Bioinformatics
Penn State University College of Medicine
October 26, 2017
Abstract
This paper proposes a new sharpened version of the Jensen’s inequality. The
proposed new bound is simple a... | 10 |
Stochastic k-Server: How Should Uber Work?*
Sina Dehghani
∗†
Soheil Ehsani
arXiv:1705.05755v2 [cs.DS] 30 May 2017
Vahid Liaghat
‡
∗†
MohammadTaghi HajiAghayi
Saeed Seddighin
∗†
∗†
Abstract
In this paper we study a stochastic variant of the celebrated k-server problem. In the kserver problem, we are required t... | 8 |
arXiv:1711.06735v1 [math.GR] 17 Nov 2017
ENDOMORPHISMS OF REGULAR ROOTED TREES INDUCED BY
THE ACTION OF POLYNOMIALS ON THE RING Zd OF d-ADIC
INTEGERS
ELSAYED AHMED AND DMYTRO SAVCHUK
Abstract. We show that every polynomial in Z[x] defines an endomorphism of the dary rooted tree induced by its action on the ring Zd of... | 4 |
Fully Decentralized Policies for Multi-Agent Systems:
An Information Theoretic Approach
Roel Dobbe∗, David Fridovich-Keil∗and Claire Tomlin
†
August 1, 2017
arXiv:1707.06334v2 [cs.SY] 29 Jul 2017
Abstract
1
Learning cooperative policies for multi-agent systems is often challenged by partial observability and a la... | 7 |
Permutation monoids and MB-homogeneous structures
arXiv:1802.04166v1 [math.GR] 12 Feb 2018
Thomas D. H. Coleman1, David M. Evans2, Robert D. Gray3,4
February 13, 2018
Abstract
In this paper, we investigate the connection between infinite permutation monoids
and bimorphism monoids of first-order structures. Taking ou... | 4 |
Published in Theory and Practice of Logic Programming 11(4–5), 611–627 (2011)
(27th Int’l. Conference on Logic Programming (ICLP’11) Special Issue)
1
SUNNY-CP and the MiniZinc Challenge
arXiv:1706.08627v3 [cs.AI] 5 Jul 2017
Roberto Amadini
Department of Computing and Information Systems, The University of Melbourne... | 2 |
arXiv:1705.10342v1 [cs.AI] 29 May 2017
Deep Learning for Ontology Reasoning
Patrick Hohenecker, Thomas Lukasiewicz
Department of Computer Science
University of Oxford
Oxford, United Kingdom
{patrick.hohenecker, thomas.lukasiewicz}@cs.ox.ac.uk
Abstract
In this work, we present a novel approach to ontology reasoning t... | 2 |
Minimax Optimal Procedures for Locally Private Estimation
John C. Duchi†
jduchi@stanford.edu
Michael I. Jordan∗
jordan@stat.berkeley.edu
arXiv:1604.02390v2 [math.ST] 14 Nov 2017
Stanford University†
Stanford, CA 94305
Martin J. Wainwright∗
wainwrig@berkeley.edu
University of California, Berkeley∗
Berkeley, CA 9472... | 10 |
Active network management for electrical distribution
systems: problem formulation, benchmark, and approximate
solution
Quentin Gemine* , Damien Ernst* , and Bertrand Cornélusse*
arXiv:1405.2806v6 [cs.SY] 1 Jun 2016
*
{qgemine@ulg.ac.be, dernst@ulg.ac.be, bertrand.cornelusse@ulg.ac.be},
Department of Electrical Eng... | 5 |
Throughput-Optimal Broadcast in Wireless Networks with
Dynamic Topology
Abhishek Sinha
Leandros Tassiulas
Eytan Modiano
Laboratory for Information and
Decision Systems
MIT
Electrical Engg. and Yale
Institute of Network Science
Yale University
Laboratory for Information and
Decision Systems
MIT
arXiv:1604.00576v1 ... | 8 |
EXISTENTIALLY GENERATED SUBFIELDS OF LARGE FIELDS
SYLVY ANSCOMBE
arXiv:1710.03353v1 [math.LO] 9 Oct 2017
Abstract. We study subfields of large fields which are generated by infinite existentially
definable subsets. We say that such subfields are existentially generated.
Let L be a large field of characteristic expone... | 0 |
arXiv:1703.01780v5 [cs.NE] 8 Jan 2018
Mean teachers are better role models:
Weight-averaged consistency targets improve
semi-supervised deep learning results
Antti Tarvainen
The Curious AI Company
tarvaina@cai.fi
Harri Valpola
The Curious AI Company
harri@cai.fi
Abstract
The recently proposed Temporal Ensembling ha... | 9 |
Experimental and causal view on information integration
in autonomous agents
arXiv:1606.04250v3 [cs.AI] 13 Mar 2018
Philipp Geiger1 and Katja Hofmann2 and Bernhard Schölkopf 3
Abstract. The amount of digitally available but heterogeneous information about the world is remarkable, and new technologies such
as self-dr... | 2 |
THE ORDER OF DOMINANCE OF A MONOMIAL IDEAL
arXiv:1802.04863v1 [math.AC] 13 Feb 2018
GUILLERMO ALESANDRONI
Abstract. Let S be a polynomial ring in n variables over a field, and let M be a
monomial ideal of S. We introduce the notion of order of dominance of S/M , denoted
odom(S/M ), which has many similarities with t... | 0 |
Learning with Opponent-Learning Awareness
Jakob N. Foerster2,†
Richard Y. Chen1,†
Maruan Al-Shedivat4
jakob.foerster@cs.ox.ac.uk
richardchen@openai.com
alshedivat@cs.cmu.edu
Shimon Whiteson2
Pieter Abbeel3
Igor Mordatch1
shimon.whiteson@cs.ox.ac.uk
pieter@openai.com
mordatch@openai.com
arXiv:1709.04326v2 [c... | 2 |
Streaming Graph Challenge: Stochastic Block Partition
Edward Kao, Vijay Gadepally, Michael Hurley, Michael Jones, Jeremy Kepner, Sanjeev Mohindra,
Paul Monticciolo, Albert Reuther, Siddharth Samsi, William Song, Diane Staheli, Steven Smith
arXiv:1708.07883v1 [cs.DC] 25 Aug 2017
MIT Lincoln Laboratory, Lexington, MA
... | 8 |
DOI: 10.1109/TPWRD.2017.2688356 Published in: IEEE Transactions on Power Delivery
1
Online Calibration of Phasor Measurement Unit
Using Density-Based Spatial Clustering
Xinan Wang, Student Member, IEEE, Di Shi, Senior Member, IEEE, Zhiwei Wang, Member, IEEE,
Chunlei Xu, Qibing Zhang, Xiaohu Zhang, Member, IEEE, Zhe Y... | 3 |
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