V. Tan

Most-cited papers

On Robustness of Neural Ordinary Differential Equations
Han-Shu Yan, Jia-Wei Du, V. Tan, Jiashi Feng
2019International Conference on Learning Representations171 citations
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Economy Statistical Recurrent Units For Inferring Nonlinear Granger Causality
Saurabh Khanna, V. Tan
2019International Conference on Learning Representations104 citations
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Asymptotically Optimal Codes Correcting Fixed-Length Duplication Errors in DNA Storage Systems
Mladen Kovačević, V. Tan
2018IEEE Communications Letters63 citations Open access
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Thompson Sampling Algorithms for Mean-Variance Bandits
Qiuyu Zhu, V. Tan
2020International Conference on Machine Learning60 citations
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Minimax Optimal Fixed-Budget Best Arm Identification in Linear Bandits
Junwen Yang, V. Tan
2021Neural Information Processing Systems41 citations Open access
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Common Information, Noise Stability, and Their Extensions
Lei Yu, V. Tan
2022Foundations and Trends in Communications and Information Theory36 citations Open access
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A Thompson Sampling Algorithm for Cascading Bandits
Wang Chi Cheung, V. Tan, Zixin Zhong
2019International Conference on Artificial Intelligence and Statistics36 citations
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Mobile Gait Analysis Using Foot-Mounted UWB Sensors
Boyd Anderson, Ming-Qian Shi, V. Tan, Ye Wang
2019Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies32 citations
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Optimal Adaptive Strategies for Sequential Quantum Hypothesis Testing
Yong-Long Li, V. Tan, M. Tomamichel
2021Communications in Mathematical Physics31 citations Open access
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Exact Recovery in the General Hypergraph Stochastic Block Model
Q. Zhang, V. Tan
2021IEEE Transactions on Information Theory29 citations Open access
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Optimal Clustering with Bandit Feedback
Junwen Yang, Zixin Zhong, V. Tan
2022Journal of machine learning research26 citations
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On Exact and ∞-Rényi Common Informations
Lei Yu, V. Tan
2019International Symposium on Information Theory25 citations
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Fast Beam Alignment via Pure Exploration in Multi-Armed Bandits
Yi Wei, Zixin Zhong, V. Tan
2022IEEE Transactions on Wireless Communications24 citations Open access
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Distributionally Robust and Multi-Objective Nonnegative Matrix Factorization
Nicolas Gillis, L. Hien, V. Leplat, V. Tan
2019IEEE Transactions on Pattern Analysis and Machine Intelligence22 citations Open access
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Almost Optimal Variance-Constrained Best Arm Identification
Yun-Long Hou, V. Tan, Zixin Zhong
2022IEEE Transactions on Information Theory21 citations Open access
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Throughput Scaling of Covert Communication over Wireless Adhoc Networks
Kang-Hee Cho, Si-Hyeon Lee, V. Tan
2019International Symposium on Information Theory21 citations
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Unsupervised Image Noise Modeling with Self-Consistent GAN
Han-Shu Yan, V. Tan, Wen-Han Yang, Jiashi Feng
2019arXiv.org21 citations
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A Unifying Theory of Thompson Sampling for Continuous Risk-Averse Bandits
Joel Q. L. Chang, V. Tan
2021AAAI Conference on Artificial Intelligence20 citations Open access
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The Bee-Identification Problem: Bounds on the Error Exponent
Anshoo Tandon, V. Tan, L. Varshney
2019IEEE Transactions on Communications20 citations Open access
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Second-Order Asymptotics of Sequential Hypothesis Testing
Yong-Long Li, V. Tan
2020International Symposium on Information Theory18 citations
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On the Capacity of Channels With Deletions and States
Yong-Long Li, V. Tan
2019IEEE Transactions on Information Theory18 citations Open access
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Distributed Detection with Empirically Observed Statistics
Haiyun He, Lin Zhou, V. Tan
2019Information Theory Workshop18 citations
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Risk-Constrained Thompson Sampling for CVaR Bandits
Joel Q. L. Chang, Qiuyu Zhu, V. Tan
2020arXiv.org17 citations
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Relational Reasoning via Set Transformers: Provable Efficiency and Applications to MARL
Feng-Zhuo Zhang, Bo-Yi Liu, Kaixin Wang, V. Tan +2 more
2022Neural Information Processing Systems16 citations Open access
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Achieving the Pareto Frontier of Regret Minimization and Best Arm Identification in Multi-Armed Bandits
Zixin Zhong, Wang Chi Cheung, V. Tan
2021Trans. Mach. Learn. Res.16 citations
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Comments and Corrections Corrections to “Wyner’s Common Information Under Rényi Divergence Measures”
Lei Yu, V. Tan
202016 citations
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Sequential Classification With Empirically Observed Statistics
Mahdi Haghifam, V. Tan, Ashish J. Khisti
2019IEEE Transactions on Information Theory16 citations Open access
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Probabilistic Sequential Shrinking: A Best Arm Identification Algorithm for Stochastic Bandits with Corruptions
Zixin Zhong, Wang Chi Cheung, V. Tan
2020International Conference on Machine Learning15 citations
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Asymptotics of Sequential Composite Hypothesis Testing under Probabilistic Constraints
Jia-Chun Pan, Yong-Long Li, V. Tan
2021International Symposium on Information Theory14 citations
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Community Detection and Matrix Completion With Social and Item Similarity Graphs
Q. Zhang, Geewon Suh, Changho Suh, V. Tan
2020IEEE Transactions on Signal Processing14 citations Open access
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Almost Cost-Free Communication in Federated Best Arm Identification
Kota Srinivas Reddy, P. N. Karthik, V. Tan
2022AAAI Conference on Artificial Intelligence13 citations Open access
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An Optimal Algorithm for Stochastic Three-Composite Optimization
Ren-Bo Zhao, W. Haskell, V. Tan
2019International Conference on Artificial Intelligence and Statistics12 citations
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Near-Optimal Learning of Tree-Structured Distributions by Chow and Liu
Arnab Bhattacharyya, Sutanu Gayen, Eric Price, V. Tan +1 more
2023SIAM journal on computing (Print)11 citations
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Federated Best Arm Identification With Heterogeneous Clients
Zhi-Rui Chen, P. N. Karthik, V. Tan, Y. Chee
2022IEEE Transactions on Information Theory11 citations Open access
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Best Arm Identification for Cascading Bandits in the Fixed Confidence Setting
Zixin Zhong, Wang Chi Cheung, V. Tan
2020International Conference on Machine Learning11 citations
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Distributed Sequential Hypothesis Testing With Zero-Rate Compression
Sadaf Salehkalaibar, V. Tan
2021Information Theory Workshop10 citations
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SGA: A Robust Algorithm for Partial Recovery of Tree-Structured Graphical Models with Noisy Samples
Anshoo Tandon, Aldric H. J. Yuan, V. Tan
2021International Conference on Machine Learning10 citations
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An Improved Linear Programming Bound on the Average Distance of a Binary Code
Lei Yu, V. Tan
2019arXiv.org10 citations
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On Non-Interactive Simulation of Binary Random Variables
Lei Yu, V. Tan
2019IEEE Transactions on Information Theory10 citations Open access
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Covert Communication Over a Compound Discrete Memoryless Channel
Mehrasa Ahmadipour, Sadaf Salehkalaibar, M. Yassaee, V. Tan
2019International Symposium on Information Theory10 citations
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Communication-Constrained Bandits under Additive Gaussian Noise
Prathamesh Mayekar, J. Scarlett, V. Tan
2023International Conference on Machine Learning8 citations Open access
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Towards Minimax Optimal Best Arm Identification in Linear Bandits
Junwen Yang, V. Tan
2021arXiv.org8 citations
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Adversarially-Trained Nonnegative Matrix Factorization
Ting Cai, V. Tan, Cédric Févotte
2021IEEE Signal Processing Letters8 citations Open access
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MANA: Designing and Validating a User-Centered Mobility Analysis System
Boyd Anderson, Sheng-Gao Zhu, Ke Yang, Jian Wang +4 more
2018International ACM SIGACCESS Conference on Computers and Accessibility8 citations
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Codes for Correcting t Limited-Magnitude Sticky Deletions
Shu-Che Wang, Van Khu Vu, V. Tan
2023International Symposium on Information Theory7 citations Open access
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Tight Regret Bounds for Noisy Optimization of a Brownian Motion
Zexin Wang, V. Tan, J. Scarlett
2020IEEE Transactions on Signal Processing7 citations Open access
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Exact Asymptotics for Learning Tree-Structured Graphical Models With Side Information: Noiseless and Noisy Samples
Anshoo Tandon, V. Tan, Shi-Yao Zhu
2020IEEE Journal on Selected Areas in Information Theory7 citations Open access
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Community Detection and Matrix Completion with Two-Sided Graph Side-Information
Q. Zhang, V. Tan, Changho Suh
2019arXiv.org7 citations
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On the Bee-Identification Error Exponent with Absentee Bees
Anshoo Tandon, V. Tan, L. Varshney
2019arXiv.org7 citations
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Variable-Length Source Dispersions Differ under Maximum and Average Error Criteria
Yuta Sakai, V. Tan
2019International Symposium on Information Theory7 citations Open access
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