Vincent Y. F. Tan

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Alan S. WillskyProfessor of EECS, MITVerified email at mit.edu
Anima AnandkumarCalifornia Institute of Technology and NVIDIAVerified email at caltech.edu
Mehul MotaniNational University of SingaporeVerified email at nus.edu.sg
Marco TomamichelFaculty of Engineering and Centre for Quantum Technologies, National University of SingaporeVerified email at nus.edu.sg
Silas L. FongQualcomm Flarion TechnologiesVerified email at ieee.org
Lin ZhouAssociate Professor, School of Cyber Science and Technology, Beihang UniversityVerified email at buaa.edu.cn
Lei YuNankai UniversityVerified email at nankai.edu.cn
Mladen KovačevićUniversity of Novi Sad, SerbiaVerified email at uns.ac.rs
Cédric FévotteCNRS Research Director @ IRIT, ANITI, Univ. ToulouseVerified email at irit.fr
Stark DraperProfessor of ECE, University of TorontoVerified email at utoronto.ca
Renbo ZhaoPhD student, Operations Research Center, MITVerified email at mit.edu
David HeckermanMicrosoft ResearchVerified email at microsoft.com
Lan V. TruongResearch Associate, University of CambridgeVerified email at cam.ac.uk
Masahito HayashiProfessor of Mathematics, Nagoya UniversityVerified email at math.nagoya-u.ac.jp
Hanshu YAN 严汉书National University of Singapore (NUS)Verified email at u.nus.edu
Shun WatanabeAssociate Professor, Tokyo University of Agriculture and TechnologyVerified email at cc.tuat.ac.jp
Jonathan ScarlettAssistant Professor, Computer Science and Mathematics, National University of SingaporeVerified email at comp.nus.edu.sg
Qiaosheng (Eric) ZhangNational University of SingaporeVerified email at nus.edu.sg
Furong HuangAssistant Professor of Computer Science, University of MarylandVerified email at umd.edu
Si-Hyeon LeeAssistant Professor, KAISTVerified email at kaist.ac.kr

Vincent Y. F. Tan

Dean's Chair Associate Professor, National University of Singapore

Verified email at nus.edu.sg - Homepage

Information Theory Machine Learning Signal Processing


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Beyond atopy: multiple patterns of sensitization in relation to asthma in a birth cohort study A Simpson, VYF Tan, J Winn, M Svensen, CM Bishop, DE Heckerman, ... American journal of respiratory and critical care medicine 181 (11), 1200-1206, 2010	458	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	349	2013
Learning latent tree graphical models MJ Choi, VYF Tan, A Anandkumar, AS Willsky Journal of Machine Learning Research 12 (5), 1771-1812, 2011	268	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	157	2014
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	124	2012
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	123*	2012
On the dispersions of three network information theory problems VYF Tan, O Kosut Information Theory, IEEE Transactions on 60 (2), 881 - 903, 2014	117	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	108	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	101*	2012
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	96	2016
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	87*	2013
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	79	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	73	2013
Non-asymptotic and second-order achievability bounds for coding with side-information S Watanabe, S Kuzuoka, VYF Tan Information Theory, IEEE Transactions on, 2015	71*	2015
On robustness of neural ordinary differential equations H Yan, J Du, VYF Tan, J Feng International Conference on Learning Representations (ICLR), 2020	69	2020
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	65	2008
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	62*	2017
Learning Gaussian tree models: Analysis of error exponents and extremal structures VYF Tan, A Anandkumar, AS Willsky IEEE Transactions on Signal Processing 58 (5), 2701-2714, 2010	61	2010
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	60	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	60*	2015

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