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 | 508 | 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 | 409 | 2013 |
Learning latent tree graphical models MJ Choi, VYF Tan, A Anandkumar, AS Willsky Journal of Machine Learning Research 12 (5), 1771-1812, 2011 | 311 | 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 | 184 | 2014 |
On robustness of neural ordinary differential equations H Yan, J Du, VYF Tan, J Feng International Conference on Learning Representations (ICLR), 2020 | 157 | 2020 |
On the dispersions of three network information theory problems VYF Tan, O Kosut Information Theory, IEEE Transactions on 60 (2), 881 - 903, 2014 | 149 | 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 | 143 | 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 | 139 | 2015 |
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 | 139* | 2012 |
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 | 117* | 2012 |
Efficient sharpness-aware minimization for improved training of neural networks J Du, H Yan, J Feng, JT Zhou, L Zhen, RSM Goh, VYF Tan International Conference on Learning Representations (ICLR), 2022 | 110 | 2022 |
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 | 107 | 2016 |
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 | 94 | 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 | 94 | 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 | 86* | 2015 |
DragDiffusion: Harnessing Diffusion Models for Interactive Point-based Image Editing Y Shi, C Xue, JH Liew, J Pan, H Yan, W Zhang, VYF Tan, S Bai Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | 85 | 2024 |
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 | 85 | 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 | 79 | 2013 |
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 | 78* | 2017 |
Online Nonnegative Matrix Factorization with Outliers R Zhao, VYF Tan IEEE Transactions on Signal Processing 65 (3), 555--570, 2017 | 75 | 2017 |