Vincent Y. F. Tan

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

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Vincent Y. F. Tan

Professor, Department of Mathematics, National University of Singapore

Dirección de correo verificada de nus.edu.sg - Página principal

Information Theory Machine Learning Signal Processing


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
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	524	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	428	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	196	2014
On robustness of neural ordinary differential equations H Yan, J Du, VYF Tan, J Feng International Conference on Learning Representations (ICLR), 2020	185	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	161	2024
On the dispersions of three network information theory problems VYF Tan, O Kosut Information Theory, IEEE Transactions on 60 (2), 881 - 903, 2014	156	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	148	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	142*	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	112	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	108	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	104	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	98	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	96	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	84*	2017

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