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 TomamichelProfessor at ECE and CQT, National University of SingaporeVerified email at nus.edu.sg
Silas L. FongOfinno LLCVerified email at ieee.org
Lei YuNankai UniversityVerified email at nankai.edu.cn
Lin ZhouAssociate Professor, School of Cyber Science and Technology, Beihang UniversityVerified email at buaa.edu.cn
Mladen KovačevićUniversity of Novi Sad, SerbiaVerified email at uns.ac.rs
Cédric FévotteCNRS Research Director @ IRIT, ANITI, Univ. ToulouseVerified email at irit.fr
Zixin ZhongPh.D candidate of Math department, National University of SingaporeVerified email at u.nus.edu
Renbo ZhaoAssistant Professor, Tippie College of Business, University of IowaVerified email at uiowa.edu
Stark DraperProfessor of ECE, University of TorontoVerified email at utoronto.ca
Lan V. TruongSchool of Mathematics, Statistics and Actuarial Science, University of EssexVerified email at essex.ac.uk
Masahito HayashiProfessor of Mathematics, Nagoya UniversityVerified email at math.nagoya-u.ac.jp
David HeckermanMicrosoft ResearchVerified email at microsoft.com
Jonathan ScarlettAssociate Professor, Computer Science and Mathematics, National University of SingaporeVerified email at comp.nus.edu.sg
Si-Hyeon LeeAssociate Professor, KAISTVerified email at kaist.ac.kr
Lalitha SankarProfessor, School of Electrical, Computer and Energy Engineering, Arizona State UniversityVerified email at asu.edu
Wang Chi CheungDepartment of Industrial Systems Engineering and Management, National University of SingaporeVerified email at nus.edu.sg
Shun WatanabeAssociate Professor, Tokyo University of Agriculture and TechnologyVerified email at cc.tuat.ac.jp

Vincent Y. F. Tan

Professor, Department of Mathematics, 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	520	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	422	2013
Learning latent tree graphical models MJ Choi, VYF Tan, A Anandkumar, AS Willsky Journal of Machine Learning Research 12 (5), 1771-1812, 2011	320	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	189	2014
On robustness of neural ordinary differential equations H Yan, J Du, VYF Tan, J Feng International Conference on Learning Representations (ICLR), 2020	177	2020
On the dispersions of three network information theory problems VYF Tan, O Kosut Information Theory, IEEE Transactions on 60 (2), 881 - 903, 2014	154	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	145	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	142	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	140	2024
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	140*	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	133	2022
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	120*	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	111	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	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	95	2013
Sharpness-aware training for free J Du, D Zhou, J Feng, V Tan, JT Zhou Advances in Neural Information Processing Systems 35, 23439-23451, 2022	93	2022
Minimizing the Accumulated Trajectory Error to Improve Dataset Distillation J Du, Y Jiang, VYF Tan, JT Zhou, H Li Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023	90	2023
Non-asymptotic and second-order achievability bounds for coding with side-information S Watanabe, S Kuzuoka, VYF Tan Information Theory, IEEE Transactions on, 2015	88*	2015
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
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	82*	2017

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