Vincent Y. F. Tan

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

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Vincent Y. F. Tan

Professor, Department of Mathematics, National University of Singapore

Email verificata su nus.edu.sg - Home page

Information Theory Machine Learning Signal Processing


Titolo Ordina per citazioni Ordina per anno Ordina per titolo	Citata da Citata da	Anno
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	158	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	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	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	107	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	101	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	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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