Vincent Y. F. Tan

Vincent Y. F. Tan

National University of Singapore

H-index: 38

Asia-Singapore

About Vincent Y. F. Tan

Vincent Y. F. Tan, With an exceptional h-index of 38 and a recent h-index of 30 (since 2020), a distinguished researcher at National University of Singapore, specializes in the field of Information Theory, Machine Learning, Signal Processing.

His recent articles reflect a diverse array of research interests and contributions to the field:

Learning Regularized Monotone Graphon Mean-Field Games

Variable-Length Feedback Codes over Known and Unknown Channels with Non-vanishing Error Probabilities

DragDiffusion: Harnessing Diffusion Models for Interactive Point-based Image Editing

Corrections to “Equivocations, Exponents and Second-Order Coding Rates under Various Rényi Information Measures”

A hybrid genetic search and dynamic programming-based split algorithm for the multi-trip time-dependent vehicle routing problem

Fixed-Budget Differentially Private Best Arm Identification

Adversarial Combinatorial Bandits with Switching Costs

Fixed-Budget Best-Arm Identification in Sparse Linear Bandits

Vincent Y. F. Tan Information

University

Position

___

Citations(all)

5909

Citations(since 2020)

3343

Cited By

3868

hIndex(all)

38

hIndex(since 2020)

30

i10Index(all)

118

i10Index(since 2020)

91

Email

University Profile Page

National University of Singapore

Google Scholar

View Google Scholar Profile

Vincent Y. F. Tan Skills & Research Interests

Information Theory

Machine Learning

Signal Processing

Top articles of Vincent Y. F. Tan

Title

Journal

Author(s)

Publication Date

Learning Regularized Monotone Graphon Mean-Field Games

Advances in Neural Information Processing Systems

Fengzhuo Zhang

Vincent Tan

Zhaoran Wang

Zhuoran Yang

2024/2/13

Variable-Length Feedback Codes over Known and Unknown Channels with Non-vanishing Error Probabilities

arXiv preprint arXiv:2401.16726

Recep Can Yavas

Vincent YF Tan

2024/1/30

DragDiffusion: Harnessing Diffusion Models for Interactive Point-based Image Editing

Yujun Shi

Chuhui Xue

Jun Hao Liew

Jiachun Pan

Hanshu Yan

...

2024/6

Corrections to “Equivocations, Exponents and Second-Order Coding Rates under Various Rényi Information Measures”

IEEE Transactions on Information Theory

Masahito Hayashi

Vincent YF Tan

2024/1/18

A hybrid genetic search and dynamic programming-based split algorithm for the multi-trip time-dependent vehicle routing problem

European Journal of Operational Research

Jingyi Zhao

Mark Poon

Vincent YF Tan

Zhenzhen Zhang

2024/4/19

Fixed-Budget Differentially Private Best Arm Identification

arXiv preprint arXiv:2401.09073

Zhirui Chen

PN Karthik

Yeow Meng Chee

Vincent YF Tan

2024/1/17

Adversarial Combinatorial Bandits with Switching Costs

IEEE Transactions on Information Theory

Yanyan Dong

Vincent YF Tan

2024/4/1

Fixed-Budget Best-Arm Identification in Sparse Linear Bandits

Transactions on Machine Learning Research

Recep Can Yavas

Vincent YF Tan

2024

Multi-Armed Bandits with Abstention

arXiv preprint arXiv:2402.15127

Junwen Yang

Tianyuan Jin

Vincent YF Tan

2024/2/23

Probably Anytime-Safe Stochastic Combinatorial Semi-Bandits

Yunlong Hou

Vincent YF Tan

Zixin Zhong

2023/1/31

Codes for correcting t limited-magnitude sticky deletions

Shuche Wang

Vincent YF Tan

2023/6/25

Towards Accurate Guided Diffusion Sampling through Symplectic Adjoint Method

arXiv preprint arXiv:2312.12030

Jiachun Pan

Hanshu Yan

Jun Hao Liew

Jiashi Feng

Vincent YF Tan

2023/12/19

Provable Benefits of Multi-task RL under Non-Markovian Decision Making Processes

arXiv preprint arXiv:2310.13550

Ruiquan Huang

Yuan Cheng

Jing Yang

Vincent Tan

Yingbin Liang

2023/10/20

Codes for Correcting Asymmetric Adjacent Transpositions and Deletions

arXiv preprint arXiv:2301.11680

Shuche Wang

Van Khu Vu

Vincent YF Tan

2023/1/27

Minimizing the Accumulated Trajectory Error to Improve Dataset Distillation

Jiawei Du

Yidi Jiang

Vincent YF Tan

Joey Tianyi Zhou

Haizhou Li

2023/6

Understanding and mitigating dimensional collapse in federated learning

IEEE Transactions on Pattern Analysis and Machine Intelligence

Yujun Shi

Jian Liang

Wenqing Zhang

Chuhui Xue

Vincent YF Tan

...

2023/11/30

Optimal Private Discrete Distribution Estimation with One-bit Communication

arXiv preprint arXiv:2310.11005

Seung-Hyun Nam

Vincent YF Tan

Si-Hyeon Lee

2023/10/17

Near-Optimal Learning of Tree-Structured Distributions by Chow and Liu

SIAM Journal of Computing

Arnab Bhattacharyya

Sutanu Gayen

Eric Price

Vincent Y. F. Tan

N. V. Vinodchandran

2023

Communication-Constrained Bandits under Additive Gaussian Noise

Prathamesh Mayekar

Jonathan Scarlett

Vincent YF Tan

2023/4/25

Deep Unrolling for Nonconvex Robust Principal Component Analysis

Elizabeth ZC Tan

Caroline Chaux

Emmanuel Soubies

Vincent YF Tan

2023/9/17

See List of Professors in Vincent Y. F. Tan University(National University of Singapore)

Co-Authors

H-index: 101
Alan S. Willsky

Alan S. Willsky

Massachusetts Institute of Technology

H-index: 74
Anima Anandkumar

Anima Anandkumar

California Institute of Technology

H-index: 54
Masahito Hayashi

Masahito Hayashi

Nagoya University

H-index: 45
Marco Tomamichel

Marco Tomamichel

National University of Singapore

H-index: 42
Mehul Motani

Mehul Motani

National University of Singapore

H-index: 37
Stark Draper

Stark Draper

University of Toronto

academic-engine