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
Geciteerd door
Geciteerd door
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
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
Learning latent tree graphical models
MJ Choi, VYF Tan, A Anandkumar, AS Willsky
Journal of Machine Learning Research 12 (5), 1771-1812, 2011
Asymptotic Estimates in Information Theory with Non-Vanishing Error Probabilities
Foundations and Trends® in Communications and Information Theory 11 (1-2), 1-184, 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
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
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
On the dispersions of three network information theory problems
VYF Tan, O Kosut
Information Theory, IEEE Transactions on 60 (2), 881 - 903, 2014
On robustness of neural ordinary differential equations
H Yan, J Du, VYF Tan, J Feng
International Conference on Learning Representations (ICLR), 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
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
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
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
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
Non-asymptotic and second-order achievability bounds for coding with side-information
S Watanabe, S Kuzuoka, VYF Tan
Information Theory, IEEE Transactions on, 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
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
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
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
Online Nonnegative Matrix Factorization with Outliers
R Zhao, VYF Tan
IEEE Transactions on Signal Processing 65 (3), 555--570, 2017
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