Vincent Y. F. Tan

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Alan S. WillskyProfessor of EECS, MITAdresse e-mail validée de mit.edu
Anima AnandkumarCalifornia Institute of Technology and NVIDIAAdresse e-mail validée de caltech.edu
Mehul MotaniNational University of SingaporeAdresse e-mail validée de nus.edu.sg
Marco TomamichelFaculty of Engineering and Centre for Quantum Technologies, National University of SingaporeAdresse e-mail validée de nus.edu.sg
Silas L. FongQualcomm Flarion TechnologiesAdresse e-mail validée de ieee.org
Lin ZhouAssociate Professor, School of Cyber Science and Technology, Beihang UniversityAdresse e-mail validée de buaa.edu.cn
Cédric FévotteCNRS Research Director @ IRIT, ANITI, Univ. ToulouseAdresse e-mail validée de irit.fr
Lei YuNankai UniversityAdresse e-mail validée de nankai.edu.cn
Mladen KovačevićUniversity of Novi Sad, SerbiaAdresse e-mail validée de uns.ac.rs
Stark DraperProfessor of ECE, University of TorontoAdresse e-mail validée de utoronto.ca
Renbo ZhaoPhD student, Operations Research Center, MITAdresse e-mail validée de mit.edu
David HeckermanMicrosoft ResearchAdresse e-mail validée de microsoft.com
Lan V. TruongResearch Associate, University of CambridgeAdresse e-mail validée de cam.ac.uk
Masahito HayashiProfessor of Mathematics, Nagoya UniversityAdresse e-mail validée de math.nagoya-u.ac.jp
Furong HuangAssistant Professor of Computer Science, University of MarylandAdresse e-mail validée de umd.edu
Jonathan ScarlettAssistant Professor, Computer Science and Mathematics, National University of SingaporeAdresse e-mail validée de comp.nus.edu.sg
Shun WatanabeAssociate Professor, Tokyo University of Agriculture and TechnologyAdresse e-mail validée de cc.tuat.ac.jp
Si-Hyeon LeeAssistant Professor, KAISTAdresse e-mail validée de kaist.ac.kr
Flavio du Pin CalmonHarvard UniversityAdresse e-mail validée de seas.harvard.edu
Jiachun LiaoSchool of Electrical, Computer, and Energy Engineering, Arizona State UniversityAdresse e-mail validée de asu.edu

Vincent Y. F. Tan

National University of Singapore

Adresse e-mail validée de nus.edu.sg - Page d'accueil

Information Theory Machine Learning Signal Processing


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
Beyond atopy: multiple patterns of sensitization in relation to asthma in a birth cohort study A Simpson, VYF Tan, J Winn, M Svensén, CM Bishop, DE Heckerman, ... American journal of respiratory and critical care medicine 181 (11), 1200-1206, 2010	425	2010
Automatic relevance determination in nonnegative matrix factorization with the \beta-divergence VYF Tan, C Fevotte Pattern Analysis and Machine Intelligence, IEEE Transactions on 35 (7), 1592 …, 2013	315	2013
Learning latent tree graphical models MJ Choi, VYF Tan, A Anandkumar, AS Willsky Journal of Machine Learning Research 12 (5), 1771-1812, 2011	251	2011
Asymptotic Estimates in Information Theory with Non-Vanishing Error Probabilities VYF Tan Foundations and Trends® in Communications and Information Theory 11 (1-2), 1-184, 2014	143	2014
High-dimensional structure estimation in Ising models: Local separation criterion A Anandkumar, VYF Tan, F Huang, AS Willsky The Annals of Statistics 40 (3), 1346-1375, 2012	136*	2012
Widespread impact of HLA restriction on immune control and escape pathways of HIV-1 JM Carlson, J Listgarten, N Pfeifer, V Tan, C Kadie, BD Walker, T Ndung'u, ... Journal of virology 86 (9), 5230-5243, 2012	111	2012
On the dispersions of three network information theory problems VYF Tan, O Kosut Information Theory, IEEE Transactions on 60 (2), 881 - 903, 2014	105	2014
The third-order term in the normal approximation for the AWGN channel VYF Tan, M Tomamichel Information Theory, IEEE Transactions on 61 (5), 2430--2438, 2015	98	2015
High-dimensional Gaussian graphical model selection: Walk-summability and local separation criterion A Anandkumar, VYF Tan, F Huang, AS Willsky Journal of Machine Learning Research 13 (8), 2293−2337, 2012	97*	2012
A tight upper bound for the third-order asymptotics for most discrete memoryless channels M Tomamichel, VYF Tan Information Theory, IEEE Transactions on 59 (11), 7041 - 7051, 2013	84*	2013
Impact of pre-adapted HIV transmission JM Carlson, VY Du, N Pfeifer, A Bansal, VYF Tan, K Power, CJ Brumme, ... Nature medicine 22 (6), 606-613, 2016	78	2016
A large-deviation analysis of the maximum-likelihood learning of Markov tree structures VYF Tan, A Anandkumar, L Tong, AS Willsky Information Theory, IEEE Transactions on 57 (3), 1714-1735, 2011	75	2011
Wireless compressive sensing for energy harvesting sensor nodes G Yang, VYF Tan, CK Ho, SH Ting, YL Guan Signal Processing, IEEE Transactions on 61 (18), 4491 - 4505, 2013	71	2013
Estimating signals with finite rate of innovation from noisy samples: A stochastic algorithm VYF Tan, VK Goyal IEEE Transactions on Signal Processing 56 (10), 5135-5146, 2008	63	2008
Non-asymptotic and second-order achievability bounds for coding with side-information S Watanabe, S Kuzuoka, VYF Tan Information Theory, IEEE Transactions on, 2015	56	2015
Second-order coding rates for channels with state M Tomamichel, VYF Tan Information Theory, IEEE Transactions on 68 (8), 4427-4448, 2014	55*	2014
Hypothesis testing under maximal leakage privacy constraints J Liao, L Sankar, FP Calmon, VYF Tan 2017 IEEE International Symposium on Information Theory (ISIT), 779-783, 2017	54	2017
Second-order asymptotics for the classical capacity of image-additive quantum channels M Tomamichel, VYF Tan Communications in Mathematical Physics 338 (1), 103 - 137, 2015	54*	2015
Learning high-dimensional Markov forest distributions: Analysis of error rates VYF Tan, A Anandkumar, AS Willsky Journal of Machine Learning Research 12 (5), 1617 - 1653, 2011	53	2011
Hypothesis testing under mutual information privacy constraints in the high privacy regime J Liao, L Sankar, VYF Tan, F du Pin Calmon IEEE Transactions on Information Forensics and Security 13 (4), 1058-1071, 2017	52*	2017

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