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Vincent Y. F. Tan
Vincent Y. F. Tan
Dean's Chair Associate Professor, National University of Singapore
Geverifieerd e-mailadres voor nus.edu.sg - Homepage
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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
4592010
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
3492013
Learning latent tree graphical models
MJ Choi, VYF Tan, A Anandkumar, AS Willsky
Journal of Machine Learning Research 12 (5), 1771-1812, 2011
2682011
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
1582014
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
1242012
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
1182014
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
1082015
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
962016
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
88*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
792011
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
732013
Non-asymptotic and second-order achievability bounds for coding with side-information
S Watanabe, S Kuzuoka, VYF Tan
Information Theory, IEEE Transactions on, 2015
72*2015
On robustness of neural ordinary differential equations
H Yan, J Du, VYF Tan, J Feng
International Conference on Learning Representations (ICLR), 2020
692020
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
652008
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
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
61*2015
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
612010
Codes in the space of multisets—Coding for permutation channels with impairments
M Kovačević, VYF Tan
IEEE Transactions on Information Theory 64 (7), 5156-5169, 2018
602018
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Artikelen 1–20