| 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 | 386 | 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 | 280 | 2013 |
| Learning latent tree graphical models MJ Choi, VYF Tan, A Anandkumar, AS Willsky Journal of Machine Learning Research 12 (5), 1771-1812, 2011 | 220 | 2011 |
| 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 | 125* | 2012 |
| 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 | 123 | 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 | 105 | 2012 |
| On the dispersions of three network information theory problems VYF Tan, O Kosut Information Theory, IEEE Transactions on 60 (2), 881 - 903, 2014 | 93 | 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 | 85 | 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 | 85* | 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 | 78* | 2013 |
| 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 | 72 | 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 | 66 | 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 | 64 | 2011 |
| 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 | 60 | 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 | 52 | 2015 |
| 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 | 50* | 2015 |
| Learning graphical models for hypothesis testing and classification VYF Tan, S Sanghavi, JW Fisher, AS Willsky Signal Processing, IEEE Transactions on 58 (11), 5481-5495, 2010 | 49* | 2010 |
| Second-order coding rates for channels with state M Tomamichel, VYF Tan Information Theory, IEEE Transactions on 68 (8), 4427-4448, 2014 | 48* | 2014 |
| 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 | 47 | 2010 |
| 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 | 45 | 2011 |
Alan S. WillskyProfessor of EECS, MITVerified email at mit.edu
