Vincent Y. F. Tan

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Alan S. WillskyProfessor of EECS, MITAdresse e-mail validée de mit.edu
Anima AnandkumarCalifornia Institute of Technology and NVIDIAAdresse e-mail validée de caltech.edu
Mehul MotaniNational University of SingaporeAdresse e-mail validée de nus.edu.sg
Marco TomamichelProfessor at ECE and CQT, National University of SingaporeAdresse e-mail validée de nus.edu.sg
Silas L. FongOfinno LLCAdresse e-mail validée de ieee.org
Lei YuNankai UniversityAdresse e-mail validée de nankai.edu.cn
Lin ZhouAssociate Professor, School of Cyber Science and Technology, Beihang UniversityAdresse e-mail validée de buaa.edu.cn
Mladen KovačevićUniversity of Novi Sad, SerbiaAdresse e-mail validée de uns.ac.rs
Zixin ZhongPh.D candidate of Math department, National University of SingaporeAdresse e-mail validée de u.nus.edu
Cédric FévotteCNRS Research Director @ IRIT, ANITI, Univ. ToulouseAdresse e-mail validée de irit.fr
Renbo ZhaoAssistant Professor, Tippie College of Business, University of IowaAdresse e-mail validée de uiowa.edu
Stark DraperProfessor of ECE, University of TorontoAdresse e-mail validée de utoronto.ca
Lan V. TruongSchool of Mathematics, Statistics and Actuarial Science, University of EssexAdresse e-mail validée de essex.ac.uk
Masahito HayashiProfessor of Mathematics, Nagoya UniversityAdresse e-mail validée de math.nagoya-u.ac.jp
David HeckermanMicrosoft ResearchAdresse e-mail validée de microsoft.com
Jonathan ScarlettAssociate Professor, Computer Science and Mathematics, National University of SingaporeAdresse e-mail validée de comp.nus.edu.sg
Si-Hyeon LeeAssociate Professor, School of EE, KAISTAdresse e-mail validée de kaist.ac.kr
Lalitha SankarProfessor, School of Electrical, Computer and Energy Engineering, Arizona State UniversityAdresse e-mail validée de asu.edu
Wang Chi CheungDepartment of Industrial Systems Engineering and Management, National University of SingaporeAdresse e-mail validée de nus.edu.sg
Shun WatanabeAssociate Professor, Tokyo University of Agriculture and TechnologyAdresse e-mail validée de cc.tuat.ac.jp

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Vincent Y. F. Tan

Professor, Department of Mathematics, National University of Singapore

Adresse e-mail validée de nus.edu.sg - Page d'accueil

Information Theory Machine Learning Signal Processing


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
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	523	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	425	2013
Learning latent tree graphical models MJ Choi, VYF Tan, A Anandkumar, AS Willsky Journal of Machine Learning Research 12 (5), 1771-1812, 2011	322	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	195	2014
On robustness of neural ordinary differential equations H Yan, J Du, VYF Tan, J Feng International Conference on Learning Representations (ICLR), 2020	184	2020
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	157	2024
On the dispersions of three network information theory problems VYF Tan, O Kosut Information Theory, IEEE Transactions on 60 (2), 881 - 903, 2014	155	2014
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	146	2022
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	146	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	144	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	140*	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	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	106	2016
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	100	2023
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	96	2022
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
Non-asymptotic and second-order achievability bounds for coding with side-information S Watanabe, S Kuzuoka, VYF Tan Information Theory, IEEE Transactions on, 2015	90	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	83*	2017

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