Vincent Y. F. Tan

487 papers A* 34A 8B 85C 3Misc 9Journal 326Unranked 22

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Almost Asymptotically Optimal Active Clustering Through Pairwise Observations. CoRR Rachel S. Y. Teo, P. N. Karthik, Ramya Korlakai Vinayak, Vincent Y. F. Tan
2026	J	`jnl`	Asymptotically and Minimax Optimal Regret Bounds for Multi-Armed Bandits with Abstention. Trans. Mach. Learn. Res. Junwen Yang, Tianyuan Jin, Vincent Y. F. Tan
2026	J	`jnl`	Automatic Rank Determination for Low-Rank Adaptation via Submodular Function Maximization. IEEE Trans. Signal Process. Yihang Gao, Vincent Y. F. Tan
2026	J	`jnl`	MIMO Capacity Analysis and Channel Estimation for Electromagnetic Information Theory. IEEE J. Sel. Areas Commun. Jieao Zhu, Vincent Y. F. Tan, Linglong Dai
2026	J	`jnl`	ODELoRA: Training Low-Rank Adaptation by Solving Ordinary Differential Equations. CoRR Yihang Gao, Vincent Y. F. Tan
2026	A*	`conf`	On the Exponential Convergence for Offline RLHF with Pairwise Comparisons. AAAI Zhirui Chen, Vincent Y. F. Tan
2026	J	`jnl`	Quantum-Enhanced Neural Contextual Bandit Algorithms. CoRR Yuqi Huang, Vincent Y. F. Tan, Sharu Theresa Jose
2026	J	`jnl`	Timely Best Arm Identification in Restless Shared Networks. CoRR Mengqiu Zhou, Vincent Y. F. Tan, Meng Zhang
2025	J	`jnl`	A General Framework for Clustering and Distribution Matching With Bandit Feedback. IEEE Trans. Inf. Theory Recep Can Yavas, Yuqi Huang, Vincent Y. F. Tan, Jonathan Scarlett
2025	B	`conf`	A General Framework for Clustering and Distribution Matching with Bandit Feedback. ISIT Recep Can Yavas, Yuqi Huang, Vincent Y. F. Tan, Jonathan Scarlett
2025	J	`jnl`	A Mirror Descent-Based Algorithm for Corruption-Tolerant Distributed Gradient Descent. IEEE Trans. Signal Process. Shuche Wang, Vincent Y. F. Tan
2025	J	`jnl`	A Sample Efficient Alternating Minimization-Based Algorithm for Robust Phase Retrieval. IEEE Trans. Inf. Theory Adarsh Barik, Anand Krishna, Vincent Y. F. Tan
2025	A	`conf`	Asymptotically Optimal Linear Best Feasible Arm Identification with Fixed Budget. UAI Jie Bian, Vincent Y. F. Tan
2025	J	`jnl`	Asymptotically Optimal Linear Best Feasible Arm Identification with Fixed Budget. CoRR Jie Bian, Vincent Y. F. Tan
2025	J	`jnl`	Automatic Rank Determination for Low-Rank Adaptation via Submodular Function Maximization. CoRR Yihang Gao, Vincent Y. F. Tan
2025	A*	`conf`	BanditSpec: Adaptive Speculative Decoding via Bandit Algorithms. ICML Yunlong Hou, Fengzhuo Zhang, Cunxiao Du, Xuan Zhang, Jiachun Pan, Tianyu Pang, Chao Du, Vincent Y. F. Tan, Zhuoran Yang
2025	J	`jnl`	BanditSpec: Adaptive Speculative Decoding via Bandit Algorithms. CoRR Yunlong Hou, Fengzhuo Zhang, Cunxiao Du, Xuan Zhang, Jiachun Pan, Tianyu Pang, Chao Du, Vincent Y. F. Tan, Zhuoran Yang
2025	A	`conf`	Best Arm Identification with Possibly Biased Offline Data. UAI Le Yang, Vincent Y. F. Tan, Wang Chi Cheung
2025	J	`jnl`	Best Arm Identification with Possibly Biased Offline Data. CoRR Le Yang, Vincent Y. F. Tan, Wang Chi Cheung
2025	J	`jnl`	Binary Codes for Correcting Asymmetric Adjacent Transpositions and Deletions. IEEE Trans. Commun. Shuche Wang, Van Khu Vu, Vincent Y. F. Tan
2025	J	`jnl`	Ensemble-Tight Second-Order Asymptotics and Exponents for Guessing-Based Decoding With Abandonment. IEEE Trans. Inf. Theory Vincent Y. F. Tan, Hamdi Joudeh
2025	J	`jnl`	Ensemble-Tight Second-Order Asymptotics and Exponents for Guessing-Based Decoding with Abandonment. CoRR Vincent Y. F. Tan, Hamdi Joudeh
2025	B	`conf`	Ensemble-Tight Second-Order Asymptotics for Guessing-Based Decoding with Abandonment. ISIT Vincent Y. F. Tan, Hamdi Joudeh
2025	J	`jnl`	Error Analyses of Auto-Regressive Video Diffusion Models: A Unified Framework. CoRR Jing Wang, Fengzhuo Zhang, Xiaoli Li, Vincent Y. F. Tan, Tianyu Pang, Chao Du, Aixin Sun, Zhuoran Yang
2025	J	`jnl`	Finite-Time Information-Theoretic Bounds in Queueing Control. CoRR Yujie Liu, Vincent Y. F. Tan, Yunbei Xu
2025	A*	`conf`	LightningDrag: Lightning Fast and Accurate Drag-based Image Editing Emerging from Videos. ICML Yujun Shi, Jun Hao Liew, Hanshu Yan, Vincent Y. F. Tan, Jiashi Feng
2025	A*	`conf`	Log-Sum-Exponential Estimator for Off-Policy Evaluation and Learning. ICML Armin Behnamnia, Gholamali Aminian, Alireza Aghaei, Chengchun Shi, Vincent Y. F. Tan, Hamid R. Rabiee
2025	J	`jnl`	Log-Sum-Exponential Estimator for Off-Policy Evaluation and Learning. CoRR Armin Behnamnia, Gholamali Aminian, Alireza Aghaei, Chengchun Shi, Vincent Y. F. Tan, Hamid R. Rabiee
2025	J	`jnl`	Low Tensor-Rank Adaptation of Kolmogorov-Arnold Networks. CoRR Yihang Gao, Michael K. Ng, Vincent Y. F. Tan
2025	J	`jnl`	Low Tensor-Rank Adaptation of Kolmogorov-Arnold Networks. IEEE Trans. Signal Process. Yihang Gao, Michael K. P. Ng, Vincent Y. F. Tan
2025	J	`jnl`	Memory Limitations of Prompt Tuning in Transformers. CoRR Maxime Meyer, Mario Michelessa, Caroline Chaux, Vincent Y. F. Tan
2025	J	`jnl`	Muon Outperforms Adam in Tail-End Associative Memory Learning. CoRR Shuche Wang, Fengzhuo Zhang, Jiaxiang Li, Cunxiao Du, Chao Du, Tianyu Pang, Zhuoran Yang, Mingyi Hong, Vincent Y. F. Tan
2025	J	`jnl`	On the Convergence of (Stochastic) Gradient Descent for Kolmogorov-Arnold Networks. IEEE Trans. Inf. Theory Yihang Gao, Vincent Y. F. Tan
2025	A	`conf`	Optimal Multi-Objective Best Arm Identification with Fixed Confidence. AISTATS Zhirui Chen, P. N. Karthik, Yeow Meng Chee, Vincent Y. F. Tan
2025	J	`jnl`	Optimal Multi-Objective Best Arm Identification with Fixed Confidence. CoRR Zhirui Chen, P. N. Karthik, Yeow Meng Chee, Vincent Y. F. Tan
2025	J	`jnl`	Parameter-free Algorithms for the Stochastically Extended Adversarial Model. CoRR Shuche Wang, Adarsh Barik, Peng Zhao, Vincent Y. F. Tan
2025	A*	`conf`	Towards Understanding Why FixMatch Generalizes Better Than Supervised Learning. ICLR Jingyang Li, Jiachun Pan, Vincent Y. F. Tan, Kim-Chuan Toh, Pan Zhou
2025	J	`jnl`	Transformers Provably Learn Directed Acyclic Graphs via Kernel-Guided Mutual Information. CoRR Yuan Cheng, Yu Huang, Zhe Xiong, Yingbin Liang, Vincent Y. F. Tan
2025	J	`jnl`	Variable-Length Feedback Codes Over Known and Unknown Channels With Non-Vanishing Error Probabilities. IEEE Trans. Inf. Theory Recep Can Yavas, Vincent Y. F. Tan
2025	A*	`conf`	p-Mean Regret for Stochastic Bandits. AAAI Anand Krishna, Philips George John, Adarsh Barik, Vincent Y. F. Tan
2024	J	`jnl`	A General Framework for Clustering and Distribution Matching with Bandit Feedback. CoRR Recep Can Yavas, Yuqi Huang, Vincent Y. F. Tan, Jonathan Scarlett
2024	J	`jnl`	A Mirror Descent-Based Algorithm for Corruption-Tolerant Distributed Gradient Descent. CoRR Shuche Wang, Vincent Y. F. Tan
2024	J	`jnl`	A Sample Efficient Alternating Minimization-based Algorithm For Robust Phase Retrieval. CoRR Adarsh Barik, Anand Krishna, Vincent Y. F. Tan
2024	J	`jnl`	A hybrid genetic search and dynamic programming-based split algorithm for the multi-trip time-dependent vehicle routing problem. Eur. J. Oper. Res. Jingyi Zhao, Mark Poon, Vincent Y. F. Tan, Zhenzhen Zhang
2024	A*	`conf`	AdjointDPM: Adjoint Sensitivity Method for Gradient Backpropagation of Diffusion Probabilistic Models. ICLR Jiachun Pan, Jun Hao Liew, Vincent Y. F. Tan, Jiashi Feng, Hanshu Yan
2024	J	`jnl`	Adversarial Combinatorial Bandits With Switching Costs. IEEE Trans. Inf. Theory Yanyan Dong, Vincent Y. F. Tan
2024	J	`jnl`	Adversarial Combinatorial Bandits with Switching Costs. CoRR Yanyan Dong, Vincent Y. F. Tan
2024	A*	`conf`	Almost Minimax Optimal Best Arm Identification in Piecewise Stationary Linear Bandits. NeurIPS Yunlong Hou, Vincent Y. F. Tan, Zixin Zhong
2024	J	`jnl`	Almost Minimax Optimal Best Arm Identification in Piecewise Stationary Linear Bandits. CoRR Yunlong Hou, Vincent Y. F. Tan, Zixin Zhong
2024	B	`conf`	Best Arm Identification with Arm Erasures. ISIT Kota Srinivas Reddy, P. N. Karthik, Vincent Y. F. Tan
2024	J	`jnl`	Best Arm Identification with Minimal Regret. CoRR Junwen Yang, Vincent Y. F. Tan, Tianyuan Jin
2024	J	`jnl`	Corrections to "Equivocations, Exponents, and Second-Order Coding Rates Under Various Rényi Information Measures". IEEE Trans. Inf. Theory Masahito Hayashi, Vincent Y. F. Tan
2024	A*	`conf`	DragDiffusion: Harnessing Diffusion Models for Interactive Point-Based Image Editing. CVPR Yujun Shi, Chuhui Xue, Jun Hao Liew, Jiachun Pan, Hanshu Yan, Wenqing Zhang, Vincent Y. F. Tan, Song Bai
2024	J	`jnl`	Enhancing Multi-Text Long Video Generation Consistency without Tuning: Time-Frequency Analysis, Prompt Alignment, and Theory. CoRR Xingyao Li, Fengzhuo Zhang, Jiachun Pan, Yunlong Hou, Vincent Y. F. Tan, Zhuoran Yang
2024	J	`jnl`	Federated Best Arm Identification With Heterogeneous Clients. IEEE Trans. Inf. Theory Zhirui Chen, P. N. Karthik, Vincent Y. F. Tan, Yeow Meng Chee
2024	J	`jnl`	Fixed-Budget Best-Arm Identification in Sparse Linear Bandits. Trans. Mach. Learn. Res. Recep Can Yavas, Vincent Y. F. Tan
2024	A*	`conf`	Fixed-Budget Differentially Private Best Arm Identification. ICLR Zhirui Chen, P. N. Karthik, Yeow Meng Chee, Vincent Y. F. Tan
2024	J	`jnl`	Fixed-Budget Differentially Private Best Arm Identification. CoRR Zhirui Chen, P. N. Karthik, Yeow Meng Chee, Vincent Y. F. Tan
2024	J	`jnl`	Indexed Minimum Empirical Divergence-Based Algorithms for Linear Bandits. CoRR Jie Bian, Vincent Y. F. Tan
2024	J	`jnl`	Indexed Minimum Empirical Divergence-Based Algorithms for Linear Bandits. Trans. Mach. Learn. Res. Jie Bian, Vincent Y. F. Tan
2024	A*	`conf`	Influence Maximization via Graph Neural Bandits. KDD Yuting Feng, Vincent Y. F. Tan, Bogdan Cautis
2024	J	`jnl`	Influence Maximization via Graph Neural Bandits. CoRR Yuting Feng, Vincent Y. F. Tan, Bogdan Cautis
2024	J	`jnl`	InstaDrag: Lightning Fast and Accurate Drag-based Image Editing Emerging from Videos. CoRR Yujun Shi, Jun Hao Liew, Hanshu Yan, Vincent Y. F. Tan, Jiashi Feng
2024	J	`jnl`	LEARN: An Invex Loss for Outlier Oblivious Robust Online Optimization. CoRR Adarsh Barik, Anand Krishna, Vincent Y. F. Tan
2024	J	`jnl`	Learning Regularized Graphon Mean-Field Games with Unknown Graphons. J. Mach. Learn. Res. Fengzhuo Zhang, Vincent Y. F. Tan, Zhaoran Wang, Zhuoran Yang
2024	J	`jnl`	MIMO Capacity Analysis and Channel Estimation for Electromagnetic Information Theory. CoRR Jieao Zhu, Vincent Y. F. Tan, Linglong Dai
2024	J	`jnl`	Multi-Armed Bandits with Abstention. CoRR Junwen Yang, Tianyuan Jin, Vincent Y. F. Tan
2024	J	`jnl`	On the Convergence of (Stochastic) Gradient Descent for Kolmogorov-Arnold Networks. CoRR Yihang Gao, Vincent Y. F. Tan
2024	J	`jnl`	Optimal Best Arm Identification With Fixed Confidence in Restless Bandits. IEEE Trans. Inf. Theory P. N. Karthik, Vincent Y. F. Tan, Arpan Mukherjee, Ali Tajer
2024	J	`jnl`	Optimal Clustering with Bandit Feedback. J. Mach. Learn. Res. Junwen Yang, Zixin Zhong, Vincent Y. F. Tan
2024	J	`jnl`	Optimal Private Discrete Distribution Estimation With 1-bit Communication. IEEE Trans. Inf. Forensics Secur. Seung-Hyun Nam, Vincent Y. F. Tan, Si-Hyeon Lee
2024	B	`conf`	Optimal Private Discrete Distribution Estimation with One-Bit Communication. ISIT Seung-Hyun Nam, Vincent Y. F. Tan, Si-Hyeon Lee
2024	J	`jnl`	Order-Optimal Instance-Dependent Bounds for Offline Reinforcement Learning with Preference Feedback. CoRR Zhirui Chen, Vincent Y. F. Tan
2024	B	`conf`	Robust Distributed Gradient Descent to Corruption over Noisy Channels. ISIT Shuche Wang, Vincent Y. F. Tan
2024	J	`jnl`	Stochastic Bandits for Egalitarian Assignment. CoRR Eugene Lim, Vincent Y. F. Tan, Harold Soh
2024	J	`jnl`	Stochastic Bandits for Egalitarian Assignment. Trans. Mach. Learn. Res. Eugene Lim, Vincent Y. F. Tan, Harold Soh
2024	J	`jnl`	Towards Understanding Why FixMatch Generalizes Better Than Supervised Learning. CoRR Jingyang Li, Jiachun Pan, Vincent Y. F. Tan, Kim-Chuan Toh, Pan Zhou
2024	J	`jnl`	Understanding and Mitigating Dimensional Collapse in Federated Learning. IEEE Trans. Pattern Anal. Mach. Intell. Yujun Shi, Jian Liang, Wenqing Zhang, Chuhui Xue, Vincent Y. F. Tan, Song Bai
2024	B	`conf`	Variable-Length Feedback Codes Over Known and Unknown Channels with Non-Vanishing Error Probabilities. ITW Recep Can Yavas, Vincent Y. F. Tan
2024	J	`jnl`	Variable-Length Feedback Codes over Known and Unknown Channels with Non-vanishing Error Probabilities. CoRR Recep Can Yavas, Vincent Y. F. Tan
2024	J	`jnl`	p-Mean Regret for Stochastic Bandits. CoRR Anand Krishna, Philips George John, Adarsh Barik, Vincent Y. F. Tan
2023	J	`jnl`	Achieving the Pareto Frontier of Regret Minimization and Best Arm Identification in Multi-Armed Bandits. Trans. Mach. Learn. Res. Zixin Zhong, Wang Chi Cheung, Vincent Y. F. Tan
2023	J	`jnl`	Active-LATHE: An Active Learning Algorithm for Boosting the Error Exponent for Learning Homogeneous Ising Trees. IEEE Trans. Inf. Theory Fengzhuo Zhang, Anshoo Tandon, Vincent Y. F. Tan
2023	J	`jnl`	AdjointDPM: Adjoint Sensitivity Method for Gradient Backpropagation of Diffusion Probabilistic Models. CoRR Jiachun Pan, Jun Hao Liew, Vincent Y. F. Tan, Jiashi Feng, Hanshu Yan
2023	A*	`conf`	Almost Cost-Free Communication in Federated Best Arm Identification. AAAI Srinivas Reddy Kota, P. N. Karthik, Vincent Y. F. Tan
2023	J	`jnl`	Almost Optimal Variance-Constrained Best Arm Identification. IEEE Trans. Inf. Theory Yunlong Hou, Vincent Y. F. Tan, Zixin Zhong
2023	J	`jnl`	Asymptotic Nash Equilibrium for the M-Ary Sequential Adversarial Hypothesis Testing Game. IEEE Trans. Inf. Forensics Secur. Jiachun Pan, Yonglong Li, Vincent Y. F. Tan
2023	J	`jnl`	Best Arm Identification in Restless Markov Multi-Armed Bandits. IEEE Trans. Inf. Theory P. N. Karthik, Kota Srinivas Reddy, Vincent Y. F. Tan
2023	A*	`conf`	Blink: Link Local Differential Privacy in Graph Neural Networks via Bayesian Estimation. CCS Xiaochen Zhu, Vincent Y. F. Tan, Xiaokui Xiao
2023	J	`jnl`	Blink: Link Local Differential Privacy in Graph Neural Networks via Bayesian Estimation. CoRR Xiaochen Zhu, Vincent Y. F. Tan, Xiaokui Xiao
2023	J	`jnl`	Codes for Correcting Asymmetric Adjacent Transpositions and Deletions. CoRR Shuche Wang, Van Khu Vu, Vincent Y. F. Tan
2023	B	`conf`	Codes for Correcting t Limited-Magnitude Sticky Deletions. ISIT Shuche Wang, Van Khu Vu, Vincent Y. F. Tan
2023	J	`jnl`	Codes for Correcting t Limited-Magnitude Sticky Deletions. CoRR Shuche Wang, Van Khu Vu, Vincent Y. F. Tan
2023	A*	`conf`	Communication-Constrained Bandits under Additive Gaussian Noise. ICML Prathamesh Mayekar, Jonathan Scarlett, Vincent Y. F. Tan
2023	J	`jnl`	Communication-Constrained Bandits under Additive Gaussian Noise. CoRR Prathamesh Mayekar, Jonathan Scarlett, Vincent Y. F. Tan
2023	J	`jnl`	Covert Communication With Mismatched Decoders. IEEE Trans. Inf. Theory Qiaosheng Eric Zhang, Vincent Y. F. Tan
2023	—	`conf`	Deep Unrolling for Nonconvex Robust Principal Component Analysis. MLSP Elizabeth Z. C. Tan, Caroline Chaux, Emmanuel Soubies, Vincent Y. F. Tan
2023	J	`jnl`	Deep Unrolling for Nonconvex Robust Principal Component Analysis. CoRR Elizabeth Z. C. Tan, Caroline Chaux, Emmanuel Soubies, Vincent Y. F. Tan
2023	J	`jnl`	DragDiffusion: Harnessing Diffusion Models for Interactive Point-based Image Editing. CoRR Yujun Shi, Chuhui Xue, Jiachun Pan, Wenqing Zhang, Vincent Y. F. Tan, Song Bai
2023	J	`jnl`	Exact Recovery in the General Hypergraph Stochastic Block Model. IEEE Trans. Inf. Theory Qiaosheng Eric Zhang, Vincent Y. F. Tan
2023	J	`jnl`	Fast Beam Alignment via Pure Exploration in Multi-Armed Bandits. IEEE Trans. Wirel. Commun. Yi Wei, Zixin Zhong, Vincent Y. F. Tan
2023	J	`jnl`	Fixed-Budget Best-Arm Identification in Sparse Linear Bandits. CoRR Recep Can Yavas, Vincent Y. F. Tan
2023	A	`conf`	How Does Pseudo-Labeling Affect the Generalization Error of the Semi-Supervised Gibbs Algorithm? AISTATS Haiyun He, Gholamali Aminian, Yuheng Bu, Miguel R. D. Rodrigues, Vincent Y. F. Tan
2023	J	`jnl`	Learning Regularized Graphon Mean-Field Games with Unknown Graphons. CoRR Fengzhuo Zhang, Vincent Y. F. Tan, Zhaoran Wang, Zhuoran Yang
2023	A*	`conf`	Learning Regularized Monotone Graphon Mean-Field Games. NeurIPS Fengzhuo Zhang, Vincent Y. F. Tan, Zhaoran Wang, Zhuoran Yang
2023	J	`jnl`	Learning Regularized Monotone Graphon Mean-Field Games. CoRR Fengzhuo Zhang, Vincent Y. F. Tan, Zhaoran Wang, Zhuoran Yang
2023	A*	`conf`	Minimizing the Accumulated Trajectory Error to Improve Dataset Distillation. CVPR Jiawei Du, Yidi Jiang, Vincent Y. F. Tan, Joey Tianyi Zhou, Haizhou Li
2023	J	`jnl`	Near-Optimal Learning of Tree-Structured Distributions by Chow and Liu. SIAM J. Comput. Arnab Bhattacharyya, Sutanu Gayen, Eric Price, Vincent Y. F. Tan, N. V. Vinodchandran
2023	J	`jnl`	Optimal Best Arm Identification with Fixed Confidence in Restless Bandits. CoRR P. N. Karthik, Vincent Y. F. Tan, Arpan Mukherjee, Ali Tajer
2023	J	`jnl`	Optimal Private Discrete Distribution Estimation with One-bit Communication. CoRR Seung-Hyun Nam, Vincent Y. F. Tan, Si-Hyeon Lee
2023	A*	`conf`	Probably Anytime-Safe Stochastic Combinatorial Semi-Bandits. ICML Yunlong Hou, Vincent Y. F. Tan, Zixin Zhong
2023	J	`jnl`	Probably Anytime-Safe Stochastic Combinatorial Semi-Bandits. CoRR Yunlong Hou, Vincent Y. F. Tan, Zixin Zhong
2023	J	`jnl`	Towards Accurate Guided Diffusion Sampling through Symplectic Adjoint Method. CoRR Jiachun Pan, Hanshu Yan, Jun Hao Liew, Jiashi Feng, Vincent Y. F. Tan
2023	A*	`conf`	Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning. ICLR Yujun Shi, Jian Liang, Wenqing Zhang, Vincent Y. F. Tan, Song Bai
2022	A*	`conf`	A Survey of Risk-Aware Multi-Armed Bandits. IJCAI Vincent Y. F. Tan, Prashanth L. A., Krishna P. Jagannathan
2022	J	`jnl`	A Survey of Risk-Aware Multi-Armed Bandits. CoRR Vincent Y. F. Tan, Prashanth L. A., Krishna P. Jagannathan
2022	A*	`conf`	A Unifying Theory of Thompson Sampling for Continuous Risk-Averse Bandits. AAAI Joel Q. L. Chang, Vincent Y. F. Tan
2022	B	`conf`	Active-LATHE: An Active Learning Algorithm for Boosting the Error Exponent for Learning Homogeneous Ising Trees. ITW Fengzhuo Zhang, Anshoo Tandon, Vincent Y. F. Tan
2022	J	`jnl`	Almost Cost-Free Communication in Federated Best Arm Identification. CoRR Kota Srinivas Reddy, P. N. Karthik, Vincent Y. F. Tan
2022	J	`jnl`	Almost Optimal Variance-Constrained Best Arm Identification. CoRR Yunlong Hou, Vincent Y. F. Tan, Zixin Zhong
2022	J	`jnl`	Asymptotic Nash Equilibrium for the M-ary Sequential Adversarial Hypothesis Testing Game. CoRR Jiachun Pan, Yonglong Li, Vincent Y. F. Tan
2022	B	`conf`	Asymptotic Nash Equilibrium for the Sequential Adversarial Hypothesis Testing Game. ISIT Jiachun Pan, Yonglong Li, Vincent Y. F. Tan
2022	J	`jnl`	Asymptotics of Sequential Composite Hypothesis Testing Under Probabilistic Constraints. IEEE Trans. Inf. Theory Jiachun Pan, Yonglong Li, Vincent Y. F. Tan
2022	J	`jnl`	Best Arm Identification in Restless Markov Multi-Armed Bandits. CoRR P. N. Karthik, Kota Srinivas Reddy, Vincent Y. F. Tan
2022	B	`conf`	Best Restless Markov Arm Identification. ITW Karthik Periyapattana Narayana Prasad, Kota Srinivas Reddy, Vincent Y. F. Tan
2022	B	`conf`	Codes for the Asymmetric Damerau-Levenshtein Distance. ITW Shuche Wang, Van Khu Vu, Vincent Y. F. Tan
2022	J	`jnl`	Common Information, Noise Stability, and Their Extensions. CoRR Lei Yu, Vincent Y. F. Tan
2022	J	`jnl`	Common Information, Noise Stability, and Their Extensions. Found. Trends Commun. Inf. Theory Lei Yu, Vincent Y. F. Tan
2022	B	`conf`	Covert Communication with Mismatched Decoders. ISIT Qiaosheng Eric Zhang, Vincent Y. F. Tan
2022	J	`jnl`	Distributionally Robust and Multi-Objective Nonnegative Matrix Factorization. IEEE Trans. Pattern Anal. Mach. Intell. Nicolas Gillis, Le Thi Khanh Hien, Valentin Leplat, Vincent Y. F. Tan
2022	A*	`conf`	Efficient Sharpness-aware Minimization for Improved Training of Neural Networks. ICLR Jiawei Du, Hanshu Yan, Jiashi Feng, Joey Tianyi Zhou, Liangli Zhen, Rick Siow Mong Goh, Vincent Y. F. Tan
2022	B	`conf`	Fast Beam Alignment via Pure Exploration in Multi-armed Bandits. ISIT Yi Wei, Zixin Zhong, Vincent Y. F. Tan, Chan Wang
2022	J	`jnl`	Fast Beam Alignment via Pure Exploration in Multi-armed Bandits. CoRR Yi Wei, Zixin Zhong, Vincent Y. F. Tan
2022	J	`jnl`	Federated Best Arm Identification with Heterogeneous Clients. CoRR Zhirui Chen, P. N. Karthik, Vincent Y. F. Tan, Yeow Meng Chee
2022	J	`jnl`	How Does Pseudo-Labeling Affect the Generalization Error of the Semi-Supervised Gibbs Algorithm? CoRR Haiyun He, Gholamali Aminian, Yuheng Bu, Miguel R. D. Rodrigues, Vincent Y. F. Tan
2022	J	`jnl`	Information-Theoretic Characterization of the Generalization Error for Iterative Semi-Supervised Learning. J. Mach. Learn. Res. Haiyun He, Hanshu Yan, Vincent Y. F. Tan
2022	J	`jnl`	Mc2g: An Efficient Algorithm for Matrix Completion With Social and Item Similarity Graphs. IEEE Trans. Signal Process. Qiaosheng Eric Zhang, Geewon Suh, Changho Suh, Vincent Y. F. Tan
2022	A*	`conf`	Mimicking the Oracle: An Initial Phase Decorrelation Approach for Class Incremental Learning. CVPR Yujun Shi, Kuangqi Zhou, Jian Liang, Zihang Jiang, Jiashi Feng, Philip H. S. Torr, Song Bai, Vincent Y. F. Tan
2022	A*	`conf`	Minimax Optimal Fixed-Budget Best Arm Identification in Linear Bandits. NeurIPS Junwen Yang, Vincent Y. F. Tan
2022	J	`jnl`	Minimizing the Accumulated Trajectory Error to Improve Dataset Distillation. CoRR Jiawei Du, Yidi Jiang, Vincent Y. F. Tan, Joey Tianyi Zhou, Haizhou Li
2022	J	`jnl`	On Smooth Rényi Entropies: A Novel Information Measure, One-Shot Coding Theorems, and Asymptotic Expansions. IEEE Trans. Inf. Theory Yuta Sakai, Vincent Y. F. Tan
2022	J	`jnl`	Optimal Clustering with Bandit Feedback. CoRR Junwen Yang, Zixin Zhong, Vincent Y. F. Tan
2022	A*	`conf`	Relational Reasoning via Set Transformers: Provable Efficiency and Applications to MARL. NeurIPS Fengzhuo Zhang, Boyi Liu, Kaixin Wang, Vincent Y. F. Tan, Zhuoran Yang, Zhaoran Wang
2022	J	`jnl`	Relational Reasoning via Set Transformers: Provable Efficiency and Applications to MARL. CoRR Fengzhuo Zhang, Boyi Liu, Kaixin Wang, Vincent Y. F. Tan, Zhuoran Yang, Zhaoran Wang
2022	A*	`conf`	Sharpness-Aware Training for Free. NeurIPS Jiawei Du, Daquan Zhou, Jiashi Feng, Vincent Y. F. Tan, Joey Tianyi Zhou
2022	J	`jnl`	Sharpness-Aware Training for Free. CoRR Jiawei Du, Daquan Zhou, Jiashi Feng, Vincent Y. F. Tan, Joey Tianyi Zhou
2022	J	`jnl`	Tight Regret Bounds for Noisy Optimization of a Brownian Motion. IEEE Trans. Signal Process. Zexin Wang, Vincent Y. F. Tan, Jonathan Scarlett
2022	A*	`conf`	Towards Adversarially Robust Deep Image Denoising. IJCAI Hanshu Yan, Jingfeng Zhang, Jiashi Feng, Masashi Sugiyama, Vincent Y. F. Tan
2022	J	`jnl`	Towards Adversarially Robust Deep Image Denoising. CoRR Hanshu Yan, Jingfeng Zhang, Jiashi Feng, Masashi Sugiyama, Vincent Y. F. Tan
2022	J	`jnl`	Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning. CoRR Yujun Shi, Jian Liang, Wenqing Zhang, Vincent Y. F. Tan, Song Bai
2021	J	`jnl`	A Unifying Theory of Thompson Sampling for Continuous Risk-Averse Bandits. CoRR Joel Q. L. Chang, Vincent Y. F. Tan
2021	J	`jnl`	Active-LATHE: An Active Learning Algorithm for Boosting the Error Exponent for Learning Homogeneous Ising Trees. CoRR Fengzhuo Zhang, Anshoo Tandon, Vincent Y. F. Tan
2021	J	`jnl`	Adversarially-Trained Nonnegative Matrix Factorization. CoRR Ting Cai, Vincent Y. F. Tan, Cédric Févotte
2021	J	`jnl`	Adversarially-Trained Nonnegative Matrix Factorization. IEEE Signal Process. Lett. Ting Cai, Vincent Y. F. Tan, Cédric Févotte
2021	—	`conf`	An Interpretable Intensive Care Unit Mortality Risk Calculator. EMBC Eugene T. Y. Ang, Mila Nambiar, Yong Sheng Soh, Vincent Y. F. Tan
2021	J	`jnl`	Analysis of Optimization Algorithms via Sum-of-Squares. J. Optim. Theory Appl. Sandra S. Y. Tan, Antonios Varvitsiotis, Vincent Y. F. Tan
2021	B	`conf`	Asymptotics of Sequential Composite Hypothesis Testing under Probabilistic Constraints. ISIT Jiachun Pan, Yonglong Li, Vincent Y. F. Tan
2021	J	`jnl`	Asymptotics of Sequential Composite Hypothesis Testing under Probabilistic Constraints. CoRR Jiachun Pan, Yonglong Li, Vincent Y. F. Tan
2021	A*	`conf`	CIFS: Improving Adversarial Robustness of CNNs via Channel-wise Importance-based Feature Selection. ICML Hanshu Yan, Jingfeng Zhang, Gang Niu, Jiashi Feng, Vincent Y. F. Tan, Masashi Sugiyama
2021	J	`jnl`	CIFS: Improving Adversarial Robustness of CNNs via Channel-wise Importance-based Feature Selection. CoRR Hanshu Yan, Jingfeng Zhang, Gang Niu, Jiashi Feng, Vincent Y. F. Tan, Masashi Sugiyama
2021	J	`jnl`	Community Detection and Matrix Completion With Social and Item Similarity Graphs. IEEE Trans. Signal Process. Qiaosheng Eric Zhang, Vincent Y. F. Tan, Changho Suh
2021	J	`jnl`	Covert Communication With Mismatched Decoders. CoRR Qiaosheng Eric Zhang, Vincent Y. F. Tan
2021	J	`jnl`	Covert Identification Over Binary-Input Discrete Memoryless Channels. IEEE Trans. Inf. Theory Qiaosheng Eric Zhang, Vincent Y. F. Tan
2021	B	`conf`	Distributed Sequential Hypothesis Testing With Zero-Rate Compression. ITW Sadaf Salehkalaibar, Vincent Y. F. Tan
2021	J	`jnl`	Distributed Sequential Hypothesis Testing With Zero-Rate Compression. CoRR Sadaf Salehkalaibar, Vincent Y. F. Tan
2021	J	`jnl`	Editorial. IEEE J. Sel. Areas Inf. Theory Vincent Y. F. Tan, Yao Xie
2021	J	`jnl`	Efficient Sharpness-aware Minimization for Improved Training of Neural Networks. CoRR Jiawei Du, Hanshu Yan, Jiashi Feng, Joey Tianyi Zhou, Liangli Zhen, Rick Siow Mong Goh, Vincent Y. F. Tan
2021	J	`jnl`	Exact Recovery in the General Hypergraph Stochastic Block Model. CoRR Qiaosheng Eric Zhang, Vincent Y. F. Tan
2021	J	`jnl`	Information-Theoretic Generalization Bounds for Iterative Semi-Supervised Learning. CoRR Haiyun He, Hanshu Yan, Vincent Y. F. Tan
2021	J	`jnl`	Mimicking the Oracle: An Initial Phase Decorrelation Approach for Class Incremental Learning. CoRR Yujun Shi, Kuangqi Zhou, Jian Liang, Zihang Jiang, Jiashi Feng, Philip H. S. Torr, Song Bai, Vincent Y. F. Tan
2021	J	`jnl`	On Non-Interactive Simulation of Binary Random Variables. IEEE Trans. Inf. Theory Lei Yu, Vincent Y. F. Tan
2021	J	`jnl`	On the Capacity of Channels With Deletions and States. IEEE Trans. Inf. Theory Yonglong Li, Vincent Y. F. Tan
2021	B	`conf`	On the Feed-Forward Rate-Distortion Function for Stationary and Ergodic Sources. ISIT Yonglong Li, Vincent Y. F. Tan
2021	J	`jnl`	On the Pareto Frontier of Regret Minimization and Best Arm Identification in Stochastic Bandits. CoRR Zixin Zhong, Wang Chi Cheung, Vincent Y. F. Tan
2021	B	`conf`	Optimal Adaptive Strategies for Sequential Quantum Hypothesis Testing. ITW Yonglong Li, Vincent Y. F. Tan, Marco Tomamichel
2021	J	`jnl`	Optimal Adaptive Strategies for Sequential Quantum Hypothesis Testing. CoRR Yonglong Li, Vincent Y. F. Tan, Marco Tomamichel
2021	J	`jnl`	Optimal Change-Point Detection With Training Sequences in the Large and Moderate Deviations Regimes. IEEE Trans. Inf. Theory Haiyun He, Qiaosheng Eric Zhang, Vincent Y. F. Tan
2021	J	`jnl`	Positive Semidefinite Matrix Factorization: A Connection With Phase Retrieval and Affine Rank Minimization. IEEE Trans. Signal Process. Dana Lahat, Yanbin Lang, Vincent Y. F. Tan, Cédric Févotte
2021	A*	`conf`	Probabilistic Sequential Shrinking: A Best Arm Identification Algorithm for Stochastic Bandits with Corruptions. ICML Zixin Zhong, Wang Chi Cheung, Vincent Y. F. Tan
2021	A*	`conf`	Robustifying Algorithms of Learning Latent Trees with Vector Variables. NeurIPS Fengzhuo Zhang, Vincent Y. F. Tan
2021	J	`jnl`	Robustifying Algorithms of Learning Latent Trees with Vector Variables. CoRR Fengzhuo Zhang, Vincent Y. F. Tan
2021	A*	`conf`	SGA: A Robust Algorithm for Partial Recovery of Tree-Structured Graphical Models with Noisy Samples. ICML Anshoo Tandon, Aldric H. J. Han, Vincent Y. F. Tan
2021	J	`jnl`	SGA: A Robust Algorithm for Partial Recovery of Tree-Structured Graphical Models with Noisy Samples. CoRR Anshoo Tandon, Aldric H. J. Yuan, Vincent Y. F. Tan
2021	J	`jnl`	Sequential Classification With Empirically Observed Statistics. IEEE Trans. Inf. Theory Mahdi Haghifam, Vincent Y. F. Tan, Ashish Khisti
2021	J	`jnl`	State Masking Over a Two-State Compound Channel. IEEE Trans. Inf. Theory Sadaf Salehkalaibar, Mohammad Hossein Yassaee, Vincent Y. F. Tan, Mehrasa Ahmadipour
2021	J	`jnl`	Third-Order Asymptotics of Variable-Length Compression Allowing Errors. IEEE Trans. Inf. Theory Yuta Sakai, Recep Can Yavas, Vincent Y. F. Tan
2021	J	`jnl`	Thompson Sampling Algorithms for Cascading Bandits. J. Mach. Learn. Res. Zixin Zhong, Wang Chi Chueng, Vincent Y. F. Tan
2021	J	`jnl`	Towards Minimax Optimal Best Arm Identification in Linear Bandits. CoRR Junwen Yang, Vincent Y. F. Tan
2020	B	`conf`	Achievability Bounds for Community Detection and Matrix Completion with Two-Sided Graph Side-Information. ISIT Qiaosheng Eric Zhang, Vincent Y. F. Tan, Changho Suh
2020	J	`jnl`	Asymptotic Expansions of Smooth Rényi Entropies and Their Applications. CoRR Yuta Sakai, Vincent Y. F. Tan
2020	B	`conf`	Bee-Identification Error Exponent with Absentee Bees. ISIT Anshoo Tandon, Vincent Y. F. Tan, Lav R. Varshney
2020	A*	`conf`	Best Arm Identification for Cascading Bandits in the Fixed Confidence Setting. ICML Zixin Zhong, Wang Chi Cheung, Vincent Y. F. Tan
2020	J	`jnl`	Best Arm Identification for Cascading Bandits in the Fixed Confidence Setting. CoRR Zixin Zhong, Wang Chi Cheung, Vincent Y. F. Tan
2020	J	`jnl`	Corrections to "Wyner's Common Information Under Rényi Divergence Measures". IEEE Trans. Inf. Theory Lei Yu, Vincent Y. F. Tan
2020	J	`jnl`	Covert Identification over Binary-Input Memoryless Channels. CoRR Qiaosheng Eric Zhang, Vincent Y. F. Tan
2020	J	`jnl`	Distributed Detection With Empirically Observed Statistics. IEEE Trans. Inf. Theory Haiyun He, Lin Zhou, Vincent Y. F. Tan
2020	A*	`conf`	Economy Statistical Recurrent Units For Inferring Nonlinear Granger Causality. ICLR Saurabh Khanna, Vincent Y. F. Tan
2020	J	`jnl`	Exact Asymptotics for Learning Tree-Structured Graphical Models With Side Information: Noiseless and Noisy Samples. IEEE J. Sel. Areas Inf. Theory Anshoo Tandon, Vincent Y. F. Tan, Shiyao Zhu
2020	J	`jnl`	Exact Asymptotics for Learning Tree-Structured Graphical Models with Side Information: Noiseless and Noisy Samples. CoRR Anshoo Tandon, Vincent Y. F. Tan, Shiyao Zhu
2020	J	`jnl`	Exact Channel Synthesis. IEEE Trans. Inf. Theory Lei Yu, Vincent Y. F. Tan
2020	J	`jnl`	Exact Error and Erasure Exponents for the Asymmetric Broadcast Channel. IEEE Trans. Inf. Theory Daming Cao, Vincent Y. F. Tan
2020	J	`jnl`	MC2G: An Efficient Algorithm for Matrix Completion with Social and Item Similarity Graphs. CoRR Qiaosheng Eric Zhang, Geewon Suh, Changho Suh, Vincent Y. F. Tan
2020	J	`jnl`	On Exact and ∞-Rényi Common Informations. IEEE Trans. Inf. Theory Lei Yu, Vincent Y. F. Tan
2020	A*	`conf`	On Robustness of Neural Ordinary Differential Equations. ICLR Hanshu Yan, Jiawei Du, Vincent Y. F. Tan, Jiashi Feng
2020	B	`conf`	On the Capacity of Deletion Channels with States. ISIT Yonglong Li, Vincent Y. F. Tan
2020	B	`conf`	On the Error Exponent of Approximate Sufficient Statistics for M-ary Hypothesis Testing. ISIT Jiachun Pan, Yonglong Li, Vincent Y. F. Tan, Yonina C. Eldar
2020	J	`jnl`	On the Error Exponent of Approximate Sufficient Statistics for M-ary Hypothesis Testing. CoRR Jiachun Pan, Yonglong Li, Vincent Y. F. Tan, Yonina C. Eldar
2020	B	`conf`	On the Second- and Third-Order Asymptotics of Smooth Rényi Entropy and Their Applications. ISIT Yuta Sakai, Vincent Y. F. Tan
2020	C	`conf`	Optimal Resolution of Change-Point Detection with Empirically Observed Statistics and Erasures. ISITA Haiyun He, Qiaosheng Eric Zhang, Vincent Y. F. Tan
2020	J	`jnl`	Optimal Resolution of Change-Point Detection with Empirically Observed Statistics and Erasures. CoRR Haiyun He, Qiaosheng Eric Zhang, Vincent Y. F. Tan
2020	J	`jnl`	Positive Semidefinite Matrix Factorization: A Connection with Phase Retrieval and Affine Rank Minimization. CoRR Dana Lahat, Yanbin Lang, Vincent Y. F. Tan, Cédric Févotte
2020	J	`jnl`	Probabilistic Sequential Shrinking: A Best Arm Identification Algorithm for Stochastic Bandits with Corruptions. CoRR Zixin Zhong, Wang Chi Cheung, Vincent Y. F. Tan
2020	J	`jnl`	Risk-Constrained Thompson Sampling for CVaR Bandits. CoRR Joel Q. L. Chang, Qiuyu Zhu, Vincent Y. F. Tan
2020	J	`jnl`	Second- and Third-Order Asymptotics of the Continuous-Time Poisson Channel. IEEE Trans. Inf. Theory Yuta Sakai, Vincent Y. F. Tan, Mladen Kovacevic
2020	B	`conf`	Second-Order Asymptotics of Sequential Hypothesis Testing. ISIT Yonglong Li, Vincent Y. F. Tan
2020	J	`jnl`	Second-Order Asymptotics of Sequential Hypothesis Testing. CoRR Yonglong Li, Vincent Y. F. Tan
2020	J	`jnl`	Second-Order Asymptotics of Sequential Hypothesis Testing. IEEE Trans. Inf. Theory Yonglong Li, Vincent Y. F. Tan
2020	J	`jnl`	State Masking Over a Two-State Compound Channel. CoRR Sadaf Salehkalaibar, Mohammad Hossein Yassaee, Vincent Y. F. Tan, Mehrasa Ahmadipour
2020	J	`jnl`	The Bee-Identification Error Exponent With Absentee Bees. IEEE Trans. Inf. Theory Anshoo Tandon, Vincent Y. F. Tan, Lav R. Varshney
2020	C	`conf`	Third-Order Asymptotics of Variable-Length Compression Allowing Errors. ISITA Yuta Sakai, Vincent Y. F. Tan
2020	J	`jnl`	Third-Order Asymptotics of Variable-Length Compression Allowing Errors. CoRR Yuta Sakai, Vincent Y. F. Tan
2020	A*	`conf`	Thompson Sampling Algorithms for Mean-Variance Bandits. ICML Qiuyu Zhu, Vincent Y. F. Tan
2020	J	`jnl`	Thompson Sampling Algorithms for Mean-Variance Bandits. CoRR Qiuyu Zhu, Vincent Y. F. Tan
2020	J	`jnl`	Throughput Scaling of Covert Communication Over Wireless Adhoc Networks. IEEE Trans. Inf. Theory Kang-Hee Cho, Si-Hyeon Lee, Vincent Y. F. Tan
2020	J	`jnl`	Tight Regret Bounds for Noisy Optimization of a Brownian Motion. CoRR Zexin Wang, Vincent Y. F. Tan, Jonathan Scarlett
2020	J	`jnl`	Variable-Length Source Dispersions Differ Under Maximum and Average Error Criteria. IEEE Trans. Inf. Theory Yuta Sakai, Vincent Y. F. Tan
2020	B	`conf`	Variable-Length Source Dispersions Differ under Maximum and Average Error Criteria. ISIT Yuta Sakai, Vincent Y. F. Tan
2019	—	`conf`	A Ranking Model Motivated by Nonnegative Matrix Factorization with Applications to Tennis Tournaments. ECML/PKDD (3) Rui Xia, Vincent Y. F. Tan, Louis Filstroff, Cédric Févotte
2019	J	`jnl`	A Ranking Model Motivated by Nonnegative Matrix Factorization with Applications to Tennis Tournaments. CoRR Rui Xia, Vincent Y. F. Tan, Louis Filstroff, Cédric Févotte
2019	J	`jnl`	A Strong Converse Theorem for Hypothesis Testing Against Independence over a Two-Hop Network. Entropy Daming Cao, Lin Zhou, Vincent Y. F. Tan
2019	A	`conf`	A Thompson Sampling Algorithm for Cascading Bandits. AISTATS Wang Chi Cheung, Vincent Y. F. Tan, Zixin Zhong
2019	J	`jnl`	An Improved Linear Programming Bound on the Average Distance of a Binary Code. CoRR Lei Yu, Vincent Y. F. Tan
2019	A	`conf`	An Optimal Algorithm for Stochastic Three-Composite Optimization. AISTATS Renbo Zhao, William B. Haskell, Vincent Y. F. Tan
2019	J	`jnl`	Analysis of Optimization Algorithms via Sum-of-Squares. CoRR Sandra S. Y. Tan, Antonios Varvitsiotis, Vincent Y. F. Tan
2019	J	`jnl`	Asymptotic Coupling and Its Applications in Information Theory. IEEE Trans. Inf. Theory Lei Yu, Vincent Y. F. Tan
2019	J	`jnl`	Bounds on the Average Distance and Distance Enumerator with Applications to Non-Interactive Simulation. CoRR Lei Yu, Vincent Y. F. Tan
2019	J	`jnl`	Community Detection and Matrix Completion with Two-Sided Graph Side-Information. CoRR Qiaosheng Eric Zhang, Vincent Y. F. Tan, Changho Suh
2019	J	`jnl`	Covert Communication Over a Compound Channel. CoRR Sadaf Salehkalaibar, Mohammad Hossein Yassaee, Vincent Y. F. Tan
2019	B	`conf`	Covert Communication Over a Compound Discrete Memoryless Channel. ISIT Mehrasa Ahmadipour, Sadaf Salehkalaibar, Mohammad Hossein Yassaee, Vincent Y. F. Tan
2019	B	`conf`	Distributed Detection with Empirically Observed Statistics. ITW Haiyun He, Lin Zhou, Vincent Y. F. Tan
2019	J	`jnl`	Distributed Detection with Empirically Observed Statistics. CoRR Haiyun He, Lin Zhou, Vincent Y. F. Tan
2019	J	`jnl`	Distributed Hypothesis Testing with Privacy Constraints. Entropy Atefeh Gilani, Selma Belhadj Amor, Sadaf Salehkalaibar, Vincent Y. F. Tan
2019	J	`jnl`	Distributionally Robust and Multi-Objective Nonnegative Matrix Factorization. CoRR Nicolas Gillis, Le Thi Khanh Hien, Valentin Leplat, Vincent Y. F. Tan
2019	J	`jnl`	Economy Statistical Recurrent Units For Inferring Nonlinear Granger Causality. CoRR Saurabh Khanna, Vincent Y. F. Tan
2019	J	`jnl`	Error Exponent Bounds for the Bee-Identification Problem. CoRR Anshoo Tandon, Vincent Y. F. Tan, Lav R. Varshney
2019	B	`conf`	Exact Channel Synthesis. ISIT Lei Yu, Vincent Y. F. Tan
2019	J	`jnl`	Fundamental Limits of Communication Over State-Dependent Channels With Feedback. IEEE Trans. Commun. Mladen Kovacevic, Carol Wang, Vincent Y. F. Tan
2019	J	`jnl`	Mobile Gait Analysis Using Foot-Mounted UWB Sensors. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Boyd Anderson, Mingqian Shi, Vincent Y. F. Tan, Ye Wang
2019	J	`jnl`	Moderate Deviation Asymptotics for Variable-Length Codes With Feedback. IEEE Trans. Inf. Theory Lan V. Truong, Vincent Y. F. Tan
2019	B	`conf`	On Exact and ∞-Rényi Common Informations. ISIT Lei Yu, Vincent Y. F. Tan
2019	J	`jnl`	On Robustness of Neural Ordinary Differential Equations. CoRR Hanshu Yan, Jiawei Du, Vincent Y. F. Tan, Jiashi Feng
2019	J	`jnl`	On the Bee-Identification Error Exponent with Absentee Bees. CoRR Anshoo Tandon, Vincent Y. F. Tan, Lav R. Varshney
2019	J	`jnl`	On the Capacity of Channels with Deletions and States. CoRR Yonglong Li, Vincent Y. F. Tan
2019	J	`jnl`	On the Maximum Size of Block Codes Subject to a Distance Criterion. IEEE Trans. Inf. Theory Ling-Hua Chang, Po-Ning Chen, Vincent Y. F. Tan, Carol Wang, Yunghsiang S. Han
2019	J	`jnl`	On the Throughput of Channels That Wear Out. IEEE Trans. Commun. Ting-Yi Wu, Lav R. Varshney, Vincent Y. F. Tan
2019	B	`conf`	Random Coding Error Exponent for the Bee-Identification Problem. ITW Anshoo Tandon, Vincent Y. F. Tan, Lav R. Varshney
2019	J	`jnl`	Refined Asymptotics for Rate-Distortion Using Gaussian Codebooks for Arbitrary Sources. IEEE Trans. Inf. Theory Lin Zhou, Vincent Y. F. Tan, Mehul Motani
2019	J	`jnl`	Rényi Resolvability and Its Applications to the Wiretap Channel. IEEE Trans. Inf. Theory Lei Yu, Vincent Y. F. Tan
2019	B	`conf`	Second-Order Asymptotically Optimal Statistical Classification. ISIT Lin Zhou, Vincent Y. F. Tan, Mehul Motani
2019	B	`conf`	Second-Order Asymptotics of the Continuous-Time Poisson Channel. ITW Yuta Sakai, Mladen Kovacevic, Vincent Y. F. Tan
2019	J	`jnl`	Second-Order Asymptotics of the Continuous-Time Poisson Channel. CoRR Yuta Sakai, Mladen Kovacevic, Vincent Y. F. Tan
2019	B	`conf`	Sequential Classification with Empirically Observed Statistics. ITW Mahdi Haghifam, Vincent Y. F. Tan, Ashish Khisti
2019	J	`jnl`	Sequential Classification with Empirically Observed Statistics. CoRR Mahdi Haghifam, Vincent Y. F. Tan, Ashish Khisti
2019	J	`jnl`	Simulation of Random Variables Under Rényi Divergence Measures of All Orders. IEEE Trans. Inf. Theory Lei Yu, Vincent Y. F. Tan
2019	J	`jnl`	Strong Converse Theorems for Multimessage Networks with Tight Cut-Set Bound. Probl. Inf. Transm. Silas L. Fong, Vincent Y. F. Tan
2019	B	`conf`	Strong Converse for Hypothesis Testing Against Independence over a Two-Hop Network. ISIT Daming Cao, Lin Zhou, Vincent Y. F. Tan
2019	J	`jnl`	The Bee-Identification Problem: Bounds on the Error Exponent. IEEE Trans. Commun. Anshoo Tandon, Vincent Y. F. Tan, Lav R. Varshney
2019	J	`jnl`	The Dispersion of Mismatched Joint Source-Channel Coding for Arbitrary Sources and Additive Channels. IEEE Trans. Inf. Theory Lin Zhou, Vincent Y. F. Tan, Mehul Motani
2019	J	`jnl`	The Informativeness of k-Means for Learning Mixture Models. IEEE Trans. Inf. Theory Zhaoqiang Liu, Vincent Y. F. Tan
2019	J	`jnl`	The Reliability Function of Variable-Length Lossy Joint Source-Channel Coding With Feedback. IEEE Trans. Inf. Theory Lan V. Truong, Vincent Y. F. Tan
2019	B	`conf`	Throughput Scaling of Covert Communication over Wireless Adhoc Networks. ISIT Kang-Hee Cho, Si-Hyeon Lee, Vincent Y. F. Tan
2019	J	`jnl`	Throughput Scaling of Covert Communication over Wireless Adhoc Networks. CoRR Kang-Hee Cho, Si-Hyeon Lee, Vincent Y. F. Tan
2019	J	`jnl`	Time-Division is Optimal for Covert Communication Over Some Broadcast Channels. IEEE Trans. Inf. Forensics Secur. Vincent Y. F. Tan, Si-Hyeon Lee
2019	J	`jnl`	Unsupervised Image Noise Modeling with Self-Consistent GAN. CoRR Hanshu Yan, Vincent Y. F. Tan, Wenhan Yang, Jiashi Feng
2019	J	`jnl`	Variable-Length Source Dispersions Differ under Maximum and Average Error Criteria. CoRR Yuta Sakai, Vincent Y. F. Tan
2018	J	`jnl`	A Unified Convergence Analysis of the Multiplicative Update Algorithm for Regularized Nonnegative Matrix Factorization. IEEE Trans. Signal Process. Renbo Zhao, Vincent Y. F. Tan
2018	J	`jnl`	Achievable Moderate Deviations Asymptotics for Streaming Compression of Correlated Sources. IEEE Trans. Inf. Theory Lin Zhou, Vincent Y. F. Tan, Mehul Motani
2018	J	`jnl`	Analysis of Remaining Uncertainties and Exponents Under Various Conditional Rényi Entropies. IEEE Trans. Inf. Theory Vincent Y. F. Tan, Masahito Hayashi
2018	Misc	`conf`	Applications of an exact formula for the largest minimum distance of block codes. CISS Ling-Hua Chang, Carol Wang, Po-Ning Chen, Vincent Y. F. Tan, Yunghsiang S. Han
2018	J	`jnl`	Asymptotically Optimal Codes Correcting Fixed-Length Duplication Errors in DNA Storage Systems. CoRR Mladen Kovacevic, Vincent Y. F. Tan
2018	J	`jnl`	Asymptotically Optimal Codes Correcting Fixed-Length Duplication Errors in DNA Storage Systems. IEEE Commun. Lett. Mladen Kovacevic, Vincent Y. F. Tan
2018	J	`jnl`	Codes in the Space of Multisets - Coding for Permutation Channels With Impairments. IEEE Trans. Inf. Theory Mladen Kovacevic, Vincent Y. F. Tan
2018	J	`jnl`	Corrections to "Wyner's Common Information under Rényi Divergence Measures". CoRR Lei Yu, Vincent Y. F. Tan
2018	C	`conf`	Distributed Hypothesis Testing with Privacy Constraints. ISITA Selma Belhadj Amor, Atefeh Gilani, Sadaf Salehkalaibar, Vincent Y. F. Tan
2018	J	`jnl`	Distributed Hypothesis Testing with Privacy Constraints. CoRR Atefeh Gilani, Selma Belhadj Amor, Sadaf Salehkalaibar, Vincent Y. F. Tan
2018	B	`conf`	Error-Free Communication Over State-Dependent Channels with Variable-Length Feedback. ISIT Carol Wang, Mladen Kovacevic, Vincent Y. F. Tan
2018	J	`jnl`	Exact Channel Synthesis. CoRR Lei Yu, Vincent Y. F. Tan
2018	B	`conf`	Exact Error and Erasure Exponents for the Asymmetric Broadcast Channel. ISIT Daming Cao, Vincent Y. F. Tan
2018	J	`jnl`	Exact Error and Erasure Exponents for the Asymmetric Broadcast Channel. CoRR Daming Cao, Vincent Y. F. Tan
2018	J	`jnl`	Exponential Strong Converse for Content Identification With Lossy Recovery. IEEE Trans. Inf. Theory Lin Zhou, Vincent Y. F. Tan, Lei Yu, Mehul Motani
2018	J	`jnl`	Hypothesis Testing Under Mutual Information Privacy Constraints in the High Privacy Regime. IEEE Trans. Inf. Forensics Secur. Jiachun Liao, Lalitha Sankar, Vincent Y. F. Tan, Flávio du Pin Calmon
2018	—	`conf`	Inference Algorithms for the Multiplicative Mixture Mallows Model. SPCOM Ranjitha Prasad, Vincent Y. F. Tan
2018	J	`jnl`	Lower Bounds on the Bayes Risk of the Bayesian BTL Model With Applications to Comparison Graphs. IEEE J. Sel. Top. Signal Process. Mine Alsan, Ranjitha Prasad, Vincent Y. F. Tan
2018	A	`conf`	MANA: Designing and Validating a User-Centered Mobility Analysis System. ASSETS Boyd Anderson, Shenggao Zhu, Ke Yang, Jian Wang, Hugh Anderson, Chao Xu Tay, Vincent Y. F. Tan, Ye Wang
2018	—	`conf`	Minimax Lower Bounds for Nonnegative Matrix Factorization. SSP Mine Alsan, Zhaoqiang Liu, Vincent Y. F. Tan
2018	J	`jnl`	Minimum Rates of Approximate Sufficient Statistics. IEEE Trans. Inf. Theory Masahito Hayashi, Vincent Y. F. Tan
2018	J	`jnl`	On Achievable Rates of AWGN Energy-Harvesting Channels With Block Energy Arrival and Non-Vanishing Error Probabilities. IEEE Trans. Inf. Theory Silas L. Fong, Vincent Y. F. Tan, Ayfer Özgür
2018	J	`jnl`	On Exact and ∞-Rényi Common Informations. CoRR Lei Yu, Vincent Y. F. Tan
2018	J	`jnl`	On Gaussian MACs With Variable-Length Feedback and Non-Vanishing Error Probabilities. IEEE Trans. Inf. Theory Lan V. Truong, Vincent Y. F. Tan
2018	Misc	`conf`	Rank-One NMF-Based Initialization for NMF and Relative Error Bounds Under a Geometric Assumption. ITA Zhaoqiang Liu, Vincent Y. F. Tan
2018	J	`jnl`	Second-Order Asymptotically Optimal Statistical Classification. CoRR Lin Zhou, Vincent Y. F. Tan, Mehul Motani
2018	B	`conf`	Second-Order Asymptotics of Rate-Distortion using Gaussian Codebooks for Arbitrary Sources. ISIT Lin Zhou, Vincent Y. F. Tan, Mehul Motani
2018	B	`conf`	Second-Order Asymptotics of Universal JSCC for Arbitrary Sources and Additive Channels. ISIT Lin Zhou, Vincent Y. F. Tan, Mehul Motani
2018	B	`conf`	Simulation of Random Variables under Rényi Divergence Measures of All Orders. ITW Lei Yu, Vincent Y. F. Tan
2018	J	`jnl`	Simulation of Random Variables under Rényi Divergence Measures of All Orders. CoRR Lei Yu, Vincent Y. F. Tan
2018	J	`jnl`	Stochastic L-BFGS: Improved Convergence Rates and Practical Acceleration Strategies. IEEE Trans. Signal Process. Renbo Zhao, William B. Haskell, Vincent Y. F. Tan
2018	J	`jnl`	Strong Converse for Hypothesis Testing Against Independence over a Two-Hop Network. CoRR Daming Cao, Lin Zhou, Vincent Y. F. Tan
2018	B	`conf`	The Informativeness of k-Means for Learning Mixture Models. ISIT Zhaoqiang Liu, Vincent Y. F. Tan
2018	J	`jnl`	The Optimal Compression Rate of Variable-to-Fixed Length Source Coding with a Non-Vanishing Excess-Distortion Probability. CoRR Lan V. Truong, Vincent Y. F. Tan
2018	B	`conf`	The Reliability Function of Lossy Source-Channel Coding of Variable-Length Codes with Feedback. ISIT Lan V. Truong, Vincent Y. F. Tan
2018	J	`jnl`	Thompson Sampling for Cascading Bandits. CoRR Wang Chi Cheung, Vincent Y. F. Tan, Zixin Zhong
2018	B	`conf`	Time-Division is Optimal for Covert Communication over Some Broadcast Channels. ITW Vincent Y. F. Tan, Si-Hyeon Lee
2018	J	`jnl`	Wyner's Common Information Under Rényi Divergence Measures. IEEE Trans. Inf. Theory Lei Yu, Vincent Y. F. Tan
2018	B	`conf`	Wyner's Common Information under Renyi Divergence Measures. ISIT Lei Yu, Vincent Y. F. Tan
2017	J	`jnl`	A Proof of the Strong Converse Theorem for Gaussian Broadcast Channels via the Gaussian Poincaré Inequality. IEEE Trans. Inf. Theory Silas L. Fong, Vincent Y. F. Tan
2017	J	`jnl`	A Tight Upper Bound on the Second-Order Coding Rate of Parallel Gaussian Channels with Feedback. CoRR Silas L. Fong, Vincent Y. F. Tan
2017	J	`jnl`	A Tight Upper Bound on the Second-Order Coding Rate of the Parallel Gaussian Channel With Feedback. IEEE Trans. Inf. Theory Silas L. Fong, Vincent Y. F. Tan
2017	B	`conf`	A tight upper bound on the second-order coding rate of parallel Gaussian channels with feedback. ITW Silas L. Fong, Vincent Y. F. Tan
2017	Misc	`conf`	A unified convergence analysis of the multiplicative update algorithm for nonnegative matrix factorization. ICASSP Renbo Zhao, Vincent Y. F. Tan
2017	J	`jnl`	Achievable Rates for Gaussian Degraded Relay Channels With Non-Vanishing Error Probabilities. IEEE Trans. Inf. Theory Silas L. Fong, Vincent Y. F. Tan
2017	B	`conf`	Achievable moderate deviations asymptotics for streaming Slepian-Wolf coding. ISIT Lin Zhou, Vincent Y. F. Tan, Mehul Motani
2017	J	`jnl`	Adversarial Top-K Ranking. IEEE Trans. Inf. Theory Changho Suh, Vincent Y. F. Tan, Renbo Zhao
2017	J	`jnl`	An Exact Spectrum Formula for the Maximum Size of Finite Length Block Codes. CoRR Ling-Hua Chang, Carol Wang, Po-Ning Chen, Vincent Y. F. Tan, Yunghsiang S. Han
2017	J	`jnl`	Asymptotic Coupling and Its Applications in Information Theory. CoRR Lei Yu, Vincent Y. F. Tan
2017	B	`conf`	Coding for the permutation channel with insertions, deletions, substitutions, and erasures. ISIT Mladen Kovacevic, Vincent Y. F. Tan
2017	J	`jnl`	Communication over a Channel that Wears Out. CoRR Ting-Yi Wu, Lav R. Varshney, Vincent Y. F. Tan
2017	B	`conf`	Communication over a channel that wears out. ISIT Ting-Yi Wu, Lav R. Varshney, Vincent Y. F. Tan
2017	B	`conf`	Delay scaling laws of random wireless networks: Impact of blocklength. ITW Vincent Y. F. Tan, Cheng-Hsiung Liu, I-Hsiang Wang
2017	J	`jnl`	Discrete Lossy Gray-Wyner Revisited: Second-Order Asymptotics, Large and Moderate Deviations. IEEE Trans. Inf. Theory Lin Zhou, Vincent Y. F. Tan, Mehul Motani
2017	B	`conf`	Distance spectrum formula for the largest minimum hamming distance of finite-length binary block codes. ITW Ling-Hua Chang, Carol Wang, Po-Ning Chen, Yunghsiang S. Han, Vincent Y. F. Tan
2017	J	`jnl`	Equivocations, Exponents, and Second-Order Coding Rates Under Various Rényi Information Measures. IEEE Trans. Inf. Theory Masahito Hayashi, Vincent Y. F. Tan
2017	B	`conf`	Error exponent for covert communications over discrete memoryless channels. ITW Mehrdad Tahmasbi, Matthieu R. Bloch, Vincent Y. F. Tan
2017	B	`conf`	Error exponent of the common-message broadcast channel with variable-length feedback. ISIT Lan V. Truong, Vincent Y. F. Tan
2017	J	`jnl`	Error-Free Communication Over State-Dependent Channels with Variable-Length Feedback. CoRR Mladen Kovacevic, Carol Wang, Vincent Y. F. Tan
2017	J	`jnl`	Exact Moderate Deviation Asymptotics in Streaming Data Transmission. IEEE Trans. Inf. Theory Si-Hyeon Lee, Vincent Y. F. Tan, Ashish Khisti
2017	B	`conf`	Exact moderate deviation asymptotics in streaming data transmission. ISIT Si-Hyeon Lee, Vincent Y. F. Tan, Ashish Khisti
2017	J	`jnl`	Exponential Strong Converse for Content Identification with Lossy Recovery. CoRR Lin Zhou, Vincent Y. F. Tan, Mehul Motani
2017	J	`jnl`	Hypothesis Testing under Mutual Information Privacy Constraints in the High Privacy Regime. CoRR Jiachun Liao, Lalitha Sankar, Vincent Y. F. Tan, Flávio du Pin Calmon
2017	B	`conf`	Hypothesis testing under maximal leakage privacy constraints. ISIT Jiachun Liao, Lalitha Sankar, Flávio P. Calmon, Vincent Y. F. Tan
2017	J	`jnl`	Improved Bounds on Sidon Sets via Lattice Packings of Simplices. SIAM J. Discret. Math. Mladen Kovacevic, Vincent Y. F. Tan
2017	J	`jnl`	Lower Bounds on the Bayes Risk of the Bayesian BTL Model with Applications to Random Graphs. CoRR Mine Alsan, Ranjitha Prasad, Vincent Y. F. Tan
2017	B	`conf`	Minimum rates of approximate sufficient statistics. ISIT Masahito Hayashi, Vincent Y. F. Tan
2017	J	`jnl`	Moderate Deviation Asymptotics for Variable-Length Codes with Feedback. CoRR Lan V. Truong, Vincent Y. F. Tan
2017	B	`conf`	Moderate deviation analysis for classical communication over quantum channels. ISIT Christopher T. Chubb, Vincent Y. F. Tan, Marco Tomamichel
2017	J	`jnl`	Moderate deviation analysis for classical communication over quantum channels. CoRR Christopher T. Chubb, Vincent Y. F. Tan, Marco Tomamichel
2017	J	`jnl`	On Achievable Rates of AWGN Energy-Harvesting Channels with Block Energy Arrival and Non-Vanishing Error Probabilities. CoRR Silas L. Fong, Vincent Y. F. Tan, Ayfer Özgür
2017	J	`jnl`	On Gaussian Channels With Feedback Under Expected Power Constraints and With Non-Vanishing Error Probabilities. IEEE Trans. Inf. Theory Lan V. Truong, Silas L. Fong, Vincent Y. F. Tan
2017	B	`conf`	On achievable rates of AWGN energy-harvesting channels with block energy arrival and non-vanishing error probabilities. ISIT Silas L. Fong, Vincent Y. F. Tan, Ayfer Özgür
2017	B	`conf`	On the Gaussian MAC with degraded message sets and long-term power constraints. ITW Selma Belhadj Amor, Vincent Y. F. Tan
2017	B	`conf`	On the Gaussian MAC with stop-feedback. ISIT Lan V. Truong, Vincent Y. F. Tan
2017	J	`jnl`	On the Reliability Function of the Common-Message Broadcast Channel with Variable-Length Feedback. CoRR Lan V. Truong, Vincent Y. F. Tan
2017	J	`jnl`	Online Nonnegative Matrix Factorization With Outliers. IEEE Trans. Signal Process. Renbo Zhao, Vincent Y. F. Tan
2017	J	`jnl`	Polar Coding for the Binary Erasure Channel With Deletions. IEEE Commun. Lett. Eldho K. Thomas, Vincent Y. F. Tan, Alexander Vardy, Mehul Motani
2017	J	`jnl`	Polar Coding for the Binary Erasure Channel with Deletions. CoRR Eldho K. Thomas, Vincent Y. F. Tan, Alexander Vardy, Mehul Motani
2017	J	`jnl`	Rank-One NMF-Based Initialization for NMF and Relative Error Bounds Under a Geometric Assumption. IEEE Trans. Signal Process. Zhaoqiang Liu, Vincent Y. F. Tan
2017	J	`jnl`	Refined Asymptotics for Rate-Distortion using Gaussian Codebooks for Arbitrary Sources. CoRR Lin Zhou, Vincent Y. F. Tan, Mehul Motani
2017	Misc	`conf`	Relative error bounds for nonnegative matrix factorization under a geometric assumption. ICASSP Zhaoqiang Liu, Vincent Y. F. Tan
2017	B	`conf`	Robust decoding schemes for polar coding over compound channels. ITW Mine Alsan, Vincent Y. F. Tan
2017	—	`conf`	Rényi Resolvability and Its Applications to the Wiretap Channel. ICITS Lei Yu, Vincent Y. F. Tan
2017	J	`jnl`	Rényi Resolvability and Its Applications to the Wiretap Channel. CoRR Lei Yu, Vincent Y. F. Tan
2017	J	`jnl`	Scaling Exponent and Moderate Deviations Asymptotics of Polar Codes for the AWGN Channel. CoRR Silas L. Fong, Vincent Y. F. Tan
2017	J	`jnl`	Scaling Exponent and Moderate Deviations Asymptotics of Polar Codes for the AWGN Channel. Entropy Silas L. Fong, Vincent Y. F. Tan
2017	J	`jnl`	Second-Order and Moderate Deviations Asymptotics for Successive Refinement. IEEE Trans. Inf. Theory Lin Zhou, Vincent Y. F. Tan, Mehul Motani
2017	A	`conf`	Stochastic L-BFGS Revisited: Improved Convergence Rates and Practical Acceleration Strategies. UAI Renbo Zhao, William B. Haskell, Vincent Y. F. Tan
2017	J	`jnl`	Stochastic L-BFGS Revisited: Improved Convergence Rates and Practical Acceleration Strategies. CoRR Renbo Zhao, William B. Haskell, Vincent Y. F. Tan
2017	B	`conf`	Strong converse for content identification with lossy recovery. ISIT Lin Zhou, Vincent Y. F. Tan, Mehul Motani
2017	B	`conf`	Strong converse theorems for discrete memoryless networks with tight cut-set bound. ISIT Silas L. Fong, Vincent Y. F. Tan
2017	J	`jnl`	The Dispersion of Nearest-Neighbor Decoding for Additive Non-Gaussian Channels. IEEE Trans. Inf. Theory Jonathan Scarlett, Vincent Y. F. Tan, Giuseppe Durisi
2017	J	`jnl`	The Dispersion of Universal Joint Source-Channel Coding for Arbitrary Sources and Additive Channels. CoRR Lin Zhou, Vincent Y. F. Tan, Mehul Motani
2017	J	`jnl`	The Informativeness of k-Means for Learning Gaussian Mixture Models. CoRR Zhaoqiang Liu, Vincent Y. F. Tan
2017	J	`jnl`	The Reliability Function of Lossy Source-Channel Coding of Variable-Length Codes with Feedback. CoRR Lan V. Truong, Vincent Y. F. Tan
2017	J	`jnl`	Time-Division Transmission is Optimal for Covert Communication over Broadcast Channels. CoRR Vincent Y. F. Tan, Si-Hyeon Lee
2017	J	`jnl`	Wyner's Common Information under Rényi Divergence Measures. CoRR Lei Yu, Vincent Y. F. Tan
2017	J	`jnl`	Zero-Error Capacity of P-ary Shift Channels and FIFO Queues. IEEE Trans. Inf. Theory Mladen Kovacevic, Milos Stojakovic, Vincent Y. F. Tan
2016	J	`jnl`	A Numerical Study on the Wiretap Network With a Simple Network Topology. IEEE Trans. Inf. Theory Fan Cheng, Vincent Y. F. Tan
2016	J	`jnl`	A Proof of the Strong Converse Theorem for Gaussian Multiple Access Channels. IEEE Trans. Inf. Theory Silas L. Fong, Vincent Y. F. Tan
2016	J	`jnl`	A Unified Convergence Analysis of the Multiplicative Update Algorithm for Nonnegative Matrix Factorization. CoRR Renbo Zhao, Vincent Y. F. Tan
2016	B	`conf`	A non-asymptotic achievable rate for the AWGN energy-harvesting channel using save-and-transmit. ISIT Silas L. Fong, Vincent Y. F. Tan, Jing Yang
2016	B	`conf`	A proof of the strong converse theorem for Gaussian broadcast channels via the Gaussian Poincaré inequality. ISIT Silas L. Fong, Vincent Y. F. Tan
2016	J	`jnl`	Achievable Rates for Gaussian Degraded Relay Channels with Non-Vanishing Error Probabilities. CoRR Silas L. Fong, Vincent Y. F. Tan
2016	J	`jnl`	Adversarial Top-$K$ Ranking. CoRR Changho Suh, Vincent Y. F. Tan, Renbo Zhao
2016	J	`jnl`	Coding for the Permutation Channel with Insertions, Deletions, Substitutions, and Erasures. CoRR Mladen Kovacevic, Vincent Y. F. Tan
2016	J	`jnl`	Exact Moderate Deviation Asymptotics in Streaming Data Transmission. CoRR Si-Hyeon Lee, Vincent Y. F. Tan, Ashish Khisti
2016	J	`jnl`	Hypothesis Testing in the High Privacy Limit. CoRR Jiachun Liao, Lalitha Sankar, Vincent Y. F. Tan, Flávio P. Calmon
2016	—	`conf`	Hypothesis testing in the high privacy limit. Allerton Jiachun Liao, Lalitha Sankar, Vincent Y. F. Tan, Flávio P. Calmon
2016	J	`jnl`	Minimum Rates of Approximate Sufficient Statistics. CoRR Masahito Hayashi, Vincent Y. F. Tan
2016	J	`jnl`	Moderate Deviations Asymptotics for Streaming Compression of Correlated Sources. CoRR Lin Zhou, Vincent Y. F. Tan, Mehul Motani
2016	J	`jnl`	Non-Asymptotic Achievable Rates for Energy-Harvesting Channels Using Save-and-Transmit. IEEE J. Sel. Areas Commun. Silas L. Fong, Vincent Y. F. Tan, Jing Yang
2016	J	`jnl`	On AWGN Channels and Gaussian MACs with Variable-Length Feedback. CoRR Lan V. Truong, Vincent Y. F. Tan
2016	B	`conf`	On second-order asymptotics of AWGN channels with feedback under the expected power constraint. ISIT Lan V. Truong, Silas L. Fong, Vincent Y. F. Tan
2016	J	`jnl`	On the Scaling Exponent of Polar Codes for Binary-Input Energy-Harvesting Channels. CoRR Silas L. Fong, Vincent Y. F. Tan
2016	J	`jnl`	On the Scaling Exponent of Polar Codes for Binary-Input Energy-Harvesting Channels. IEEE J. Sel. Areas Commun. Silas L. Fong, Vincent Y. F. Tan
2016	J	`jnl`	Online Nonnegative Matrix Factorization with General Divergences. CoRR Renbo Zhao, Vincent Y. F. Tan, Huan Xu
2016	J	`jnl`	Online Nonnegative Matrix Factorization with Outliers. CoRR Renbo Zhao, Vincent Y. F. Tan
2016	Misc	`conf`	Online nonnegative matrix factorization with outliers. ICASSP Renbo Zhao, Vincent Y. F. Tan
2016	J	`jnl`	Relative Error Bounds for Nonnegative Matrix Factorization under a Geometric Assumption. CoRR Zhaoqiang Liu, Vincent Y. F. Tan
2016	B	`conf`	Remaining uncertainties and exponents under Rényi information measures. ISIT Masahito Hayashi, Vincent Y. F. Tan
2016	J	`jnl`	Second-Order and Moderate Deviation Asymptotics for Successive Refinement. CoRR Lin Zhou, Vincent Y. F. Tan, Mehul Motani
2016	B	`conf`	Second-order coding region for the discrete lossy Gray-Wyner source coding problem. ISIT Lin Zhou, Vincent Y. F. Tan, Mehul Motani
2016	B	`conf`	Second-order coding region for the discrete successive refinement source coding problem. ISIT Lin Zhou, Vincent Y. F. Tan, Mehul Motani
2016	J	`jnl`	Sidon Sets of Fixed Cardinality and Lattice-Packings of Simplices. CoRR Mladen Kovacevic, Vincent Y. F. Tan
2016	J	`jnl`	Streaming Data Transmission in the Moderate Deviations and Central Limit Regimes. IEEE Trans. Inf. Theory Si-Hyeon Lee, Vincent Y. F. Tan, Ashish Khisti
2016	B	`conf`	Streaming data transmission in the moderate deviations and central limit regimes. ISIT Si-Hyeon Lee, Vincent Y. F. Tan, Ashish Khisti
2016	J	`jnl`	Strong Converse Theorems for Classes of Multimessage Multicast Networks: A Rényi Divergence Approach. IEEE Trans. Inf. Theory Silas L. Fong, Vincent Y. F. Tan
2016	J	`jnl`	Strong Converse for Discrete Memoryless Networks with Tight Cut-Set Bounds. CoRR Silas L. Fong, Vincent Y. F. Tan
2016	B	`conf`	The dispersion of nearest-neighbor decoding for additive non-Gaussian channels. ISIT Jonathan Scarlett, Vincent Y. F. Tan, Giuseppe Durisi
2016	—	`conf`	The ∊-capacity region of AWGN multiple access channels with feedback. SPCOM Lan V. Truong, Silas L. Fong, Vincent Y. F. Tan
2016	J	`jnl`	Zero-Error Shift-Correcting and Shift-Detecting Codes. CoRR Mladen Kovacevic, Milos Stojakovic, Vincent Y. F. Tan
2015	J	`jnl`	A Numerical Study on the Wiretap Network with a Simple Network Topology. CoRR Fan Cheng, Vincent Y. F. Tan
2015	J	`jnl`	A Proof of the Strong Converse Theorem for Gaussian Broadcast Channels via the Gaussian Poincaré Inequality. CoRR Silas L. Fong, Vincent Y. F. Tan
2015	J	`jnl`	A Proof of the Strong Converse Theorem for Gaussian Multiple Access Channels. CoRR Silas L. Fong, Vincent Y. F. Tan
2015	—	`conf`	A proof of the strong converse theorem for Gaussian multiple access channels. ITW Fall Silas L. Fong, Vincent Y. F. Tan
2015	B	`conf`	Asymptotic expansions for the AWGN channel with feedback under a peak power constraint. ISIT Silas L. Fong, Vincent Y. F. Tan
2015	J	`jnl`	Error and Erasure Exponents for the Broadcast Channel with Degraded Message Sets. CoRR Vincent Y. F. Tan
2015	—	`conf`	Error and erasure exponents for the asymmetric broadcast channel. ITW Fall Vincent Y. F. Tan
2015	J	`jnl`	Information Spectrum Approach to Strong Converse Theorems for Degraded Wiretap Channels. IEEE Trans. Inf. Forensics Secur. Vincent Y. F. Tan, Matthieu R. Bloch
2015	J	`jnl`	Non-Asymptotic Achievable Rates for Energy-Harvesting Channels using Save-and-Transmit. CoRR Silas L. Fong, Vincent Y. F. Tan, Jing Yang
2015	J	`jnl`	On Gaussian Channels with Feedback under Expected Power Constraints and with Non-Vanishing Error Probabilities. CoRR Lan V. Truong, Silas L. Fong, Vincent Y. F. Tan
2015	J	`jnl`	Second-Order Asymptotics for the Gaussian MAC With Degraded Message Sets. IEEE Trans. Inf. Theory Jonathan Scarlett, Vincent Y. F. Tan
2015	B	`conf`	Second-order asymptotics for the discrete memoryless MAC with degraded message sets. ISIT Jonathan Scarlett, Vincent Y. F. Tan
2015	—	`conf`	Second-order coding rate for m-class source-channel codes. Allerton Yanina Y. Shkel, Vincent Y. F. Tan, Stark C. Draper
2015	J	`jnl`	Streaming Data Transmission in the Moderate Deviations and Central Limit Regimes. CoRR Si-Hyeon Lee, Vincent Y. F. Tan, Ashish Khisti
2015	B	`conf`	Strong converse theorems for classes of multimessage multicast networks: A Rényi divergence approach. ISIT Silas L. Fong, Vincent Y. F. Tan
2015	J	`jnl`	The Dispersion of Nearest-Neighbor Decoding for Additive Non-Gaussian Channels. CoRR Jonathan Scarlett, Vincent Y. F. Tan, Giuseppe Durisi
2015	J	`jnl`	The Sender-Excited Secret Key Agreement Model: Capacity, Reliability, and Secrecy Exponents. IEEE Trans. Inf. Theory Tzu-Han Chou, Vincent Y. F. Tan, Stark C. Draper
2015	J	`jnl`	Unequal Message Protection: Asymptotic and Non-Asymptotic Tradeoffs. IEEE Trans. Inf. Theory Yanina Y. Shkel, Vincent Y. F. Tan, Stark C. Draper
2014	J	`jnl`	A Formula for the Capacity of the General Gel'fand-Pinsker Channel. IEEE Trans. Commun. Vincent Y. F. Tan
2014	J	`jnl`	A Parsimonious Mixture of Gaussian Trees Model for Oversampling in Imbalanced and Multimodal Time-Series Classification. IEEE Trans. Neural Networks Learn. Syst. Hong Cao, Vincent Y. F. Tan, John Z. F. Pang
2014	B	`conf`	Achievability bounds for unequal message protection at finite block lengths. ISIT Yanina Y. Shkel, Vincent Y. F. Tan, Stark C. Draper
2014	J	`jnl`	Asymptotic Estimates in Information Theory with Non-Vanishing Error Probabilities. Found. Trends Commun. Inf. Theory Vincent Y. F. Tan
2014	J	`jnl`	Asymptotic Expansions for Gaussian Channels with Feedback under a Peak Power Constraint. CoRR Silas L. Fong, Vincent Y. F. Tan
2014	J	`jnl`	Information Spectrum Approach to Strong Converse Theorems for Degraded Wiretap Channels. CoRR Vincent Y. F. Tan, Matthieu R. Bloch
2014	—	`conf`	Information spectrum approach to strong converse theorems for degraded wiretap channels. Allerton Vincent Y. F. Tan, Matthieu R. Bloch
2014	B	`conf`	On mismatched unequal message protection for finite block length joint source-channel coding. ISIT Yanina Shkel, Vincent Y. F. Tan, Stark C. Draper
2014	J	`jnl`	On the Dispersions of Three Network Information Theory Problems. IEEE Trans. Inf. Theory Vincent Y. F. Tan, Oliver Kosut
2014	J	`jnl`	Second- and Higher-Order Asymptotics For Erasure and List Decoding. CoRR Vincent Y. F. Tan, Pierre Moulin
2014	J	`jnl`	Second-Order Asymptotics for the Discrete Memoryless MAC with Degraded Message Sets. CoRR Jonathan Scarlett, Vincent Y. F. Tan
2014	B	`conf`	Second-order asymptotics for the gaussian MAC with degraded message sets. ISIT Jonathan Scarlett, Vincent Y. F. Tan
2014	B	`conf`	Second-order capacities of erasure and list decoding. ISIT Vincent Y. F. Tan, Pierre Moulin
2014	J	`jnl`	Strong Converse Theorems for Classes of Multimessage Multicast Networks: A Rényi Divergence Approach. CoRR Silas L. Fong, Vincent Y. F. Tan
2014	J	`jnl`	Strong Impossibility Results for Sparse Signal Processing. IEEE Signal Process. Lett. Vincent Y. F. Tan, George K. Atia
2014	Misc	`conf`	Strong impossibility results for noisy group testing. ICASSP Vincent Y. F. Tan, George K. Atia
2014	J	`jnl`	Unequal Message Protection: Asymptotic and Non-Asymptotic Tradeoffs. CoRR Yanina Shkel, Vincent Y. F. Tan, Stark C. Draper
2013	B	`conf`	A formula for the capacity of the general Gel'fand-Pinsker channel. ISIT Vincent Y. F. Tan
2013	J	`jnl`	Automatic Relevance Determination in Nonnegative Matrix Factorization with the $(\beta)$-Divergence. IEEE Trans. Pattern Anal. Mach. Intell. Vincent Y. F. Tan, Cédric Févotte
2013	B	`conf`	Converse bounds for assorted codes in the finite blocklength regime. ISIT Yanina Shkel, Vincent Y. F. Tan, Stark C. Draper
2013	J	`jnl`	Error Exponents for the Relay Channel CoRR Vincent Y. F. Tan
2013	B	`conf`	Error exponents for the relay channel. ISIT Vincent Y. F. Tan
2013	—	`conf`	MOGT: Oversampling with a parsimonious mixture of Gaussian trees model for imbalanced time-series classification. MLSP John Z. F. Pang, Hong Cao, Vincent Y. F. Tan
2013	J	`jnl`	Second-Order Asymptotics for the Gaussian MAC with Degraded Message Sets. CoRR Jonathan Scarlett, Vincent Y. F. Tan
2012	Misc	`conf`	Achievable second-order coding rates for the wiretap channel. ICCS Vincent Y. F. Tan
2012	J	`jnl`	High-dimensional Gaussian graphical model selection: walk summability and local separation criterion. J. Mach. Learn. Res. Animashree Anandkumar, Vincent Y. F. Tan, Furong Huang, Alan S. Willsky
2012	B	`conf`	Moderate-deviations of lossy source coding for discrete and Gaussian sources. ISIT Vincent Y. F. Tan
2012	J	`jnl`	On the Dispersions of Three Network Information Theory Problems CoRR Vincent Y. F. Tan, Oliver Kosut
2012	Misc	`conf`	On the dispersions of three network information theory problems. CISS Vincent Y. F. Tan, Oliver Kosut
2012	J	`jnl`	Rank Minimization Over Finite Fields: Fundamental Limits and Coding-Theoretic Interpretations. IEEE Trans. Inf. Theory Vincent Y. F. Tan, Laura Balzano, Stark C. Draper
2012	J	`jnl`	The Capacity of the General Gel'fand-Pinsker Channel and Achievable Second-Order Coding Rates CoRR Vincent Y. F. Tan
2012	B	`conf`	The dispersion of Slepian-Wolf coding. ISIT Vincent Y. F. Tan, Oliver Kosut
2012	—	`conf`	Transmission of correlated sources over a MAC: A Gaussian approximation-based analysis. Allerton Conference Vincent Y. F. Tan
2011	J	`jnl`	A Large-Deviation Analysis of the Maximum-Likelihood Learning of Markov Tree Structures. IEEE Trans. Inf. Theory Vincent Y. F. Tan, Animashree Anandkumar, Lang Tong, Alan S. Willsky
2011	J	`jnl`	Canonical Estimation in a Rare-Events Regime CoRR Mesrob I. Ohannessian, Vincent Y. F. Tan, Munther A. Dahleh
2011	—	`conf`	Canonical estimation in a rare-events regime. Allerton Mesrob I. Ohannessian, Vincent Y. F. Tan, Munther A. Dahleh
2011	J	`jnl`	High-Dimensional Gaussian Graphical Model Selection: Tractable Graph Families CoRR Animashree Anandkumar, Vincent Y. F. Tan, Alan S. Willsky
2011	—	`conf`	High-Dimensional Graphical Model Selection: Tractable Graph Families and Necessary Conditions. NIPS Animashree Anandkumar, Vincent Y. F. Tan, Alan S. Willsky
2011	J	`jnl`	High-Dimensional Structure Estimation in Ising Models: Tractable Graph Families CoRR Animashree Anandkumar, Vincent Y. F. Tan, Furong Huang, Alan S. Willsky
2011	J	`jnl`	Learning High-Dimensional Markov Forest Distributions: Analysis of Error Rates. J. Mach. Learn. Res. Vincent Y. F. Tan, Animashree Anandkumar, Alan S. Willsky
2011	J	`jnl`	Learning Latent Tree Graphical Models. J. Mach. Learn. Res. Myung Jin Choi, Vincent Y. F. Tan, Animashree Anandkumar, Alan S. Willsky
2011	J	`jnl`	Moderate-Deviations of Lossy Source Coding for Discrete and Gaussian Sources CoRR Vincent Y. F. Tan
2011	J	`jnl`	Rank Minimization over Finite Fields: Fundamental Limits and Coding-Theoretic Interpretations CoRR Vincent Y. F. Tan, Laura Balzano, Stark C. Draper
2011	B	`conf`	Rank minimization over finite fields. ISIT Vincent Y. F. Tan, Laura Balzano, Stark C. Draper
2011	—	`conf`	Sample complexity for topology estimation in networks of LTI systems. CDC/ECC Vincent Y. F. Tan, Alan S. Willsky
2011	J	`jnl`	The Sender-Excited Secret Key Agreement Model: Capacity and Error Exponents CoRR Tzu-Han Chou, Vincent Y. F. Tan, Stark C. Draper
2011	—	`conf`	The sender-excited secret key agreement model: Capacity theorems. Allerton Tzu-Han Chou, Vincent Y. F. Tan, Stark C. Draper
2010	—	`conf`	Consistent and efficient reconstruction of latent tree models. Allerton Myung Jin Choi, Vincent Y. F. Tan, Animashree Anandkumar, Alan S. Willsky
2010	B	`conf`	Error exponents for composite hypothesis testing of Markov forest distributions. ISIT Vincent Y. F. Tan, Animashree Anandkumar, Alan S. Willsky
2010	J	`jnl`	Learning Gaussian tree models: analysis of error exponents and extremal structures. IEEE Trans. Signal Process. Vincent Y. F. Tan, Animashree Anandkumar, Alan S. Willsky
2010	J	`jnl`	Learning High-Dimensional Markov Forest Distributions: Analysis of Error Rates CoRR Vincent Y. F. Tan, Animashree Anandkumar, Alan S. Willsky
2010	J	`jnl`	Learning Latent Tree Graphical Models CoRR Myung Jin Choi, Vincent Y. F. Tan, Animashree Anandkumar, Alan S. Willsky
2010	J	`jnl`	Learning graphical models for hypothesis testing and classification. IEEE Trans. Signal Process. Vincent Y. F. Tan, Sujay Sanghavi, John W. Fisher III, Alan S. Willsky
2010	B	`conf`	Necessary and sufficient conditions for high-dimensional salient feature subset recovery. ISIT Vincent Y. F. Tan, Matthew J. Johnson, Alan S. Willsky
2010	—	`conf`	Scaling laws for learning high-dimensional Markov forest distributions. Allerton Vincent Y. F. Tan, Animashree Anandkumar, Alan S. Willsky
2009	J	`jnl`	A Large-Deviation Analysis of the Maximum-Likelihood Learning of Markov Tree Structures CoRR Vincent Y. F. Tan, Animashree Anandkumar, Lang Tong, Alan S. Willsky
2009	B	`conf`	A large-deviation analysis for the maximum likelihood learning of tree structures. ISIT Vincent Y. F. Tan, Animashree Anandkumar, Lang Tong, Alan S. Willsky
2009	—	`conf`	How do the structure and the parameters of Gaussian tree models affect structure learning? Allerton Vincent Y. F. Tan, Animashree Anandkumar, Alan S. Willsky
2009	J	`jnl`	Learning Gaussian Tree Models: Analysis of Error Exponents and Extremal Structures CoRR Vincent Y. F. Tan, Animashree Anandkumar, Alan S. Willsky
2008	—	`conf`	Immune System Modeling with Infer.NET. eScience Vincent Y. F. Tan, John M. Winn, Angela Simpson, Adnan Custovic
2008	Misc	`conf`	Learning max-weight discriminative forests. ICASSP Vincent Y. F. Tan, John W. Fisher III, Alan S. Willsky