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 TomamichelECE and CQT, 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 (Serbia) & EURECOM (France)Verified email at uns.ac.rs
Cédric FévotteCNRS Research Director @ IRIT, ANITI, Univ. ToulouseVerified email at irit.fr
Hanshu YANByteDance <<< NUSVerified email at u.nus.edu
Stark DraperProfessor of ECE, University of TorontoVerified email at utoronto.ca
Renbo ZhaoPhD student, Operations Research Center, MITVerified email at mit.edu
Lan V. TruongResearch Associate, University of CambridgeVerified email at cam.ac.uk
David HeckermanMicrosoft ResearchVerified email at microsoft.com
Zixin ZhongPh.D candidate of Math department, National University of SingaporeVerified email at u.nus.edu
Masahito HayashiProfessor of Mathematics, Nagoya UniversityVerified email at math.nagoya-u.ac.jp
Jonathan ScarlettAssistant Professor, Computer Science and Mathematics, National University of SingaporeVerified email at comp.nus.edu.sg
Shun WatanabeAssociate Professor, Tokyo University of Agriculture and TechnologyVerified email at cc.tuat.ac.jp
Si-Hyeon LeeAssociate Professor, KAISTVerified email at kaist.ac.kr
Flavio du Pin CalmonHarvard UniversityVerified email at seas.harvard.edu

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	485	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	379	2013
Learning latent tree graphical models MJ Choi, VYF Tan, A Anandkumar, AS Willsky Journal of Machine Learning Research 12 (5), 1771-1812, 2011	282	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	164	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	136	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	132*	2012
On the dispersions of three network information theory problems VYF Tan, O Kosut Information Theory, IEEE Transactions on 60 (2), 881 - 903, 2014	124	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	123	2015
On robustness of neural ordinary differential equations H Yan, J Du, VYF Tan, J Feng International Conference on Learning Representations (ICLR), 2020	114	2020
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	112*	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	104	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	92*	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	82	2011
Non-asymptotic and second-order achievability bounds for coding with side-information S Watanabe, S Kuzuoka, VYF Tan Information Theory, IEEE Transactions on, 2015	75*	2015
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	74	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	71	2008
The dispersion of nearest-neighbor decoding for additive non-Gaussian channels J Scarlett, VYF Tan, G Durisi IEEE Transactions on Information Theory 63 (1), 81-92, 2016	70	2016
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	69	2017
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	68*	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	67*	2015

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