Vincent Y. F. Tan

According to our database, Vincent Y. F. Tan authored at least 316 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Optimal Best Arm Identification With Fixed Confidence in Restless Bandits.

P. N. Karthik, Vincent Y. F. Tan, Arpan Mukherjee, Ali Tajer

IEEE Trans. Inf. Theory, October, 2024

Adversarial Combinatorial Bandits With Switching Costs.

Yanyan Dong, Vincent Y. F. Tan

IEEE Trans. Inf. Theory, July, 2024

Federated Best Arm Identification With Heterogeneous Clients.

Zhirui Chen, P. N. Karthik, Vincent Y. F. Tan, Yeow Meng Chee

IEEE Trans. Inf. Theory, June, 2024

Understanding and Mitigating Dimensional Collapse in Federated Learning.

Yujun Shi, Jian Liang, Wenqing Zhang, Chuhui Xue, Vincent Y. F. Tan, Song Bai

IEEE Trans. Pattern Anal. Mach. Intell., May, 2024

Corrections to "Equivocations, Exponents, and Second-Order Coding Rates Under Various Rényi Information Measures".

Masahito Hayashi, Vincent Y. F. Tan

IEEE Trans. Inf. Theory, April, 2024

Fixed-Budget Best-Arm Identification in Sparse Linear Bandits.

Recep Can Yavas, Vincent Y. F. Tan

Trans. Mach. Learn. Res., 2024

Indexed Minimum Empirical Divergence-Based Algorithms for Linear Bandits.

Jie Bian, Vincent Y. F. Tan

Trans. Mach. Learn. Res., 2024

Optimal Private Discrete Distribution Estimation With 1-bit Communication.

Seung-Hyun Nam, Vincent Y. F. Tan, Si-Hyeon Lee

IEEE Trans. Inf. Forensics Secur., 2024

Optimal Clustering with Bandit Feedback.

Junwen Yang, Zixin Zhong, Vincent Y. F. Tan

J. Mach. Learn. Res., 2024

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

Jingyi Zhao, Mark Poon, Vincent Y. F. Tan, Zhenzhen Zhang

Eur. J. Oper. Res., 2024

Towards Understanding Why FixMatch Generalizes Better Than Supervised Learning.

Jingyang Li, Jiachun Pan, Vincent Y. F. Tan, Kim-Chuan Toh, Pan Zhou

CoRR, 2024

On the Convergence of (Stochastic) Gradient Descent for Kolmogorov-Arnold Networks.

Yihang Gao, Vincent Y. F. Tan

CoRR, 2024

Almost Minimax Optimal Best Arm Identification in Piecewise Stationary Linear Bandits.

Yunlong Hou, Vincent Y. F. Tan, Zixin Zhong

CoRR, 2024

Stochastic Bandits for Egalitarian Assignment.

Eugene Lim, Vincent Y. F. Tan, Harold Soh

CoRR, 2024

Best Arm Identification with Minimal Regret.

Junwen Yang, Vincent Y. F. Tan, Tianyuan Jin

CoRR, 2024

A General Framework for Clustering and Distribution Matching with Bandit Feedback.

Recep Can Yavas, Yuqi Huang, Vincent Y. F. Tan, Jonathan Scarlett

CoRR, 2024

A Sample Efficient Alternating Minimization-based Algorithm For Robust Phase Retrieval.

Adarsh Barik, Anand Krishna, Vincent Y. F. Tan

CoRR, 2024

LEARN: An Invex Loss for Outlier Oblivious Robust Online Optimization.

Adarsh Barik, Anand Krishna, Vincent Y. F. Tan

CoRR, 2024

A Mirror Descent-Based Algorithm for Corruption-Tolerant Distributed Gradient Descent.

Shuche Wang, Vincent Y. F. Tan

CoRR, 2024

Order-Optimal Instance-Dependent Bounds for Offline Reinforcement Learning with Preference Feedback.

Zhirui Chen, Vincent Y. F. Tan

CoRR, 2024

MIMO Capacity Analysis and Channel Estimation for Electromagnetic Information Theory.

Jieao Zhu, Vincent Y. F. Tan, Linglong Dai

CoRR, 2024

InstaDrag: Lightning Fast and Accurate Drag-based Image Editing Emerging from Videos.

Yujun Shi, Jun Hao Liew, Hanshu Yan, Vincent Y. F. Tan, Jiashi Feng

CoRR, 2024

Multi-Armed Bandits with Abstention.

Junwen Yang, Tianyuan Jin, Vincent Y. F. Tan

CoRR, 2024

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

Recep Can Yavas, Vincent Y. F. Tan

CoRR, 2024

Influence Maximization via Graph Neural Bandits.

Yuting Feng, Vincent Y. F. Tan, Bogdan Cautis

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Robust Distributed Gradient Descent to Corruption over Noisy Channels.

Shuche Wang, Vincent Y. F. Tan

Proceedings of the IEEE International Symposium on Information Theory, 2024

Best Arm Identification with Arm Erasures.

Kota Srinivas Reddy, P. N. Karthik, Vincent Y. F. Tan

Proceedings of the IEEE International Symposium on Information Theory, 2024

Optimal Private Discrete Distribution Estimation with One-Bit Communication.

Seung-Hyun Nam, Vincent Y. F. Tan, Si-Hyeon Lee

Proceedings of the IEEE International Symposium on Information Theory, 2024

AdjointDPM: Adjoint Sensitivity Method for Gradient Backpropagation of Diffusion Probabilistic Models.

Jiachun Pan, Jun Hao Liew, Vincent Y. F. Tan, Jiashi Feng, Hanshu Yan

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Fixed-Budget Differentially Private Best Arm Identification.

Zhirui Chen, P. N. Karthik, Yeow Meng Chee, Vincent Y. F. Tan

Proceedings of the Twelfth International Conference on Learning Representations, 2024

DragDiffusion: Harnessing Diffusion Models for Interactive Point-Based Image Editing.

Yujun Shi, Chuhui Xue, Jun Hao Liew, Jiachun Pan, Hanshu Yan, Wenqing Zhang, Vincent Y. F. Tan, Song Bai

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Covert Communication With Mismatched Decoders.

Qiaosheng Eric Zhang, Vincent Y. F. Tan

IEEE Trans. Inf. Theory, July, 2023

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

Arnab Bhattacharyya, Sutanu Gayen, Eric Price, Vincent Y. F. Tan, N. V. Vinodchandran

SIAM J. Comput., June, 2023

Fast Beam Alignment via Pure Exploration in Multi-Armed Bandits.

Yi Wei, Zixin Zhong, Vincent Y. F. Tan

IEEE Trans. Wirel. Commun., May, 2023

Best Arm Identification in Restless Markov Multi-Armed Bandits.

P. N. Karthik, Kota Srinivas Reddy, Vincent Y. F. Tan

IEEE Trans. Inf. Theory, May, 2023

Active-LATHE: An Active Learning Algorithm for Boosting the Error Exponent for Learning Homogeneous Ising Trees.

Fengzhuo Zhang, Anshoo Tandon, Vincent Y. F. Tan

IEEE Trans. Inf. Theory, April, 2023

Almost Optimal Variance-Constrained Best Arm Identification.

Yunlong Hou, Vincent Y. F. Tan, Zixin Zhong

IEEE Trans. Inf. Theory, April, 2023

Achieving the Pareto Frontier of Regret Minimization and Best Arm Identification in Multi-Armed Bandits.

Zixin Zhong, Wang Chi Cheung, Vincent Y. F. Tan

Trans. Mach. Learn. Res., 2023

Exact Recovery in the General Hypergraph Stochastic Block Model.

Qiaosheng Eric Zhang, Vincent Y. F. Tan

IEEE Trans. Inf. Theory, 2023

Asymptotic Nash Equilibrium for the M-Ary Sequential Adversarial Hypothesis Testing Game.

Jiachun Pan, Yonglong Li, Vincent Y. F. Tan

IEEE Trans. Inf. Forensics Secur., 2023

Towards Accurate Guided Diffusion Sampling through Symplectic Adjoint Method.

Jiachun Pan, Hanshu Yan, Jun Hao Liew, Jiashi Feng, Vincent Y. F. Tan

CoRR, 2023

Learning Regularized Graphon Mean-Field Games with Unknown Graphons.

Fengzhuo Zhang, Vincent Y. F. Tan, Zhaoran Wang, Zhuoran Yang

CoRR, 2023

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

Yujun Shi, Chuhui Xue, Jiachun Pan, Wenqing Zhang, Vincent Y. F. Tan, Song Bai

CoRR, 2023

Codes for Correcting Asymmetric Adjacent Transpositions and Deletions.

Shuche Wang, Van Khu Vu, Vincent Y. F. Tan

CoRR, 2023

Learning Regularized Monotone Graphon Mean-Field Games.

Fengzhuo Zhang, Vincent Y. F. Tan, Zhaoran Wang, Zhuoran Yang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Deep Unrolling for Nonconvex Robust Principal Component Analysis.

Elizabeth Z. C. Tan, Caroline Chaux, Emmanuel Soubies, Vincent Y. F. Tan

Proceedings of the 33rd IEEE International Workshop on Machine Learning for Signal Processing, 2023

Codes for Correcting t Limited-Magnitude Sticky Deletions.

Shuche Wang, Van Khu Vu, Vincent Y. F. Tan

Proceedings of the IEEE International Symposium on Information Theory, 2023

Communication-Constrained Bandits under Additive Gaussian Noise.

Prathamesh Mayekar, Jonathan Scarlett, Vincent Y. F. Tan

Proceedings of the International Conference on Machine Learning, 2023

Probably Anytime-Safe Stochastic Combinatorial Semi-Bandits.

Yunlong Hou, Vincent Y. F. Tan, Zixin Zhong

Proceedings of the International Conference on Machine Learning, 2023

Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning.

Yujun Shi, Jian Liang, Wenqing Zhang, Vincent Y. F. Tan, Song Bai

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Minimizing the Accumulated Trajectory Error to Improve Dataset Distillation.

Jiawei Du, Yidi Jiang, Vincent Y. F. Tan, Joey Tianyi Zhou, Haizhou Li

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Blink: Link Local Differential Privacy in Graph Neural Networks via Bayesian Estimation.

Xiaochen Zhu, Vincent Y. F. Tan, Xiaokui Xiao

Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications Security, 2023

How Does Pseudo-Labeling Affect the Generalization Error of the Semi-Supervised Gibbs Algorithm?

Haiyun He, Gholamali Aminian, Yuheng Bu, Miguel R. D. Rodrigues, Vincent Y. F. Tan

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

Almost Cost-Free Communication in Federated Best Arm Identification.

Srinivas Reddy Kota, P. N. Karthik, Vincent Y. F. Tan

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Mc2g: An Efficient Algorithm for Matrix Completion With Social and Item Similarity Graphs.

Qiaosheng Eric Zhang, Geewon Suh, Changho Suh, Vincent Y. F. Tan

IEEE Trans. Signal Process., 2022

Tight Regret Bounds for Noisy Optimization of a Brownian Motion.

Zexin Wang, Vincent Y. F. Tan, Jonathan Scarlett

IEEE Trans. Signal Process., 2022

On Smooth Rényi Entropies: A Novel Information Measure, One-Shot Coding Theorems, and Asymptotic Expansions.

Yuta Sakai, Vincent Y. F. Tan

IEEE Trans. Inf. Theory, 2022

Asymptotics of Sequential Composite Hypothesis Testing Under Probabilistic Constraints.

Jiachun Pan, Yonglong Li, Vincent Y. F. Tan

IEEE Trans. Inf. Theory, 2022

Distributionally Robust and Multi-Objective Nonnegative Matrix Factorization.

Nicolas Gillis, Le Thi Khanh Hien, Valentin Leplat, Vincent Y. F. Tan

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Information-Theoretic Characterization of the Generalization Error for Iterative Semi-Supervised Learning.

Haiyun He, Hanshu Yan, Vincent Y. F. Tan

J. Mach. Learn. Res., 2022

Common Information, Noise Stability, and Their Extensions.

Lei Yu, Vincent Y. F. Tan

Found. Trends Commun. Inf. Theory, 2022

Relational Reasoning via Set Transformers: Provable Efficiency and Applications to MARL.

Fengzhuo Zhang, Boyi Liu, Kaixin Wang, Vincent Y. F. Tan, Zhuoran Yang, Zhaoran Wang

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Minimax Optimal Fixed-Budget Best Arm Identification in Linear Bandits.

Junwen Yang, Vincent Y. F. Tan

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Sharpness-Aware Training for Free.

Jiawei Du, Daquan Zhou, Jiashi Feng, Vincent Y. F. Tan, Joey Tianyi Zhou

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Codes for the Asymmetric Damerau-Levenshtein Distance.

Shuche Wang, Van Khu Vu, Vincent Y. F. Tan

Proceedings of the IEEE Information Theory Workshop, 2022

Best Restless Markov Arm Identification.

Karthik Periyapattana Narayana Prasad, Kota Srinivas Reddy, Vincent Y. F. Tan

Proceedings of the IEEE Information Theory Workshop, 2022

Fast Beam Alignment via Pure Exploration in Multi-armed Bandits.

Yi Wei, Zixin Zhong, Vincent Y. F. Tan, Chan Wang

Proceedings of the IEEE International Symposium on Information Theory, 2022

Asymptotic Nash Equilibrium for the Sequential Adversarial Hypothesis Testing Game.

Jiachun Pan, Yonglong Li, Vincent Y. F. Tan

Proceedings of the IEEE International Symposium on Information Theory, 2022

Towards Adversarially Robust Deep Image Denoising.

Hanshu Yan, Jingfeng Zhang, Jiashi Feng, Masashi Sugiyama, Vincent Y. F. Tan

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

A Survey of Risk-Aware Multi-Armed Bandits.

Vincent Y. F. Tan, Prashanth L. A., Krishna P. Jagannathan

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Efficient Sharpness-aware Minimization for Improved Training of Neural Networks.

Jiawei Du, Hanshu Yan, Jiashi Feng, Joey Tianyi Zhou, Liangli Zhen, Rick Siow Mong Goh, Vincent Y. F. Tan

Proceedings of the Tenth International Conference on Learning Representations, 2022

Mimicking the Oracle: An Initial Phase Decorrelation Approach for Class Incremental Learning.

Yujun Shi, Kuangqi Zhou, Jian Liang, Zihang Jiang, Jiashi Feng, Philip H. S. Torr, Song Bai, Vincent Y. F. Tan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

A Unifying Theory of Thompson Sampling for Continuous Risk-Averse Bandits.

Joel Q. L. Chang, Vincent Y. F. Tan

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Community Detection and Matrix Completion With Social and Item Similarity Graphs.

Qiaosheng Eric Zhang, Vincent Y. F. Tan, Changho Suh

IEEE Trans. Signal Process., 2021

Positive Semidefinite Matrix Factorization: A Connection With Phase Retrieval and Affine Rank Minimization.

Dana Lahat, Yanbin Lang, Vincent Y. F. Tan, Cédric Févotte

IEEE Trans. Signal Process., 2021

Covert Identification Over Binary-Input Discrete Memoryless Channels.

Qiaosheng Eric Zhang, Vincent Y. F. Tan

IEEE Trans. Inf. Theory, 2021

On Non-Interactive Simulation of Binary Random Variables.

Lei Yu, Vincent Y. F. Tan

IEEE Trans. Inf. Theory, 2021

State Masking Over a Two-State Compound Channel.

Sadaf Salehkalaibar, Mohammad Hossein Yassaee, Vincent Y. F. Tan, Mehrasa Ahmadipour

IEEE Trans. Inf. Theory, 2021

Third-Order Asymptotics of Variable-Length Compression Allowing Errors.

Yuta Sakai, Recep Can Yavas, Vincent Y. F. Tan

IEEE Trans. Inf. Theory, 2021

On the Capacity of Channels With Deletions and States.

Yonglong Li, Vincent Y. F. Tan

IEEE Trans. Inf. Theory, 2021

Optimal Change-Point Detection With Training Sequences in the Large and Moderate Deviations Regimes.

Haiyun He, Qiaosheng Eric Zhang, Vincent Y. F. Tan

IEEE Trans. Inf. Theory, 2021

Sequential Classification With Empirically Observed Statistics.

Mahdi Haghifam, Vincent Y. F. Tan, Ashish Khisti

IEEE Trans. Inf. Theory, 2021

Adversarially-Trained Nonnegative Matrix Factorization.

Ting Cai, Vincent Y. F. Tan, Cédric Févotte

IEEE Signal Process. Lett., 2021

Editorial.

Vincent Y. F. Tan, Yao Xie

IEEE J. Sel. Areas Inf. Theory, 2021

Analysis of Optimization Algorithms via Sum-of-Squares.

Sandra S. Y. Tan, Antonios Varvitsiotis, Vincent Y. F. Tan

J. Optim. Theory Appl., 2021

Thompson Sampling Algorithms for Cascading Bandits.

Zixin Zhong, Wang Chi Chueng, Vincent Y. F. Tan

J. Mach. Learn. Res., 2021

On the Pareto Frontier of Regret Minimization and Best Arm Identification in Stochastic Bandits.

Zixin Zhong, Wang Chi Cheung, Vincent Y. F. Tan

CoRR, 2021

Information-Theoretic Generalization Bounds for Iterative Semi-Supervised Learning.

Haiyun He, Hanshu Yan, Vincent Y. F. Tan

CoRR, 2021

Towards Minimax Optimal Best Arm Identification in Linear Bandits.

Junwen Yang, Vincent Y. F. Tan

CoRR, 2021

SGA: A Robust Algorithm for Partial Recovery of Tree-Structured Graphical Models with Noisy Samples.

Anshoo Tandon, Aldric H. J. Yuan, Vincent Y. F. Tan

CoRR, 2021

Robustifying Algorithms of Learning Latent Trees with Vector Variables.

Fengzhuo Zhang, Vincent Y. F. Tan

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Distributed Sequential Hypothesis Testing With Zero-Rate Compression.

Sadaf Salehkalaibar, Vincent Y. F. Tan

Proceedings of the IEEE Information Theory Workshop, 2021

Optimal Adaptive Strategies for Sequential Quantum Hypothesis Testing.

Yonglong Li, Vincent Y. F. Tan, Marco Tomamichel

Proceedings of the IEEE Information Theory Workshop, 2021

On the Feed-Forward Rate-Distortion Function for Stationary and Ergodic Sources.

Yonglong Li, Vincent Y. F. Tan

Proceedings of the IEEE International Symposium on Information Theory, 2021

Probabilistic Sequential Shrinking: A Best Arm Identification Algorithm for Stochastic Bandits with Corruptions.

Zixin Zhong, Wang Chi Cheung, Vincent Y. F. Tan

Proceedings of the 38th International Conference on Machine Learning, 2021

CIFS: Improving Adversarial Robustness of CNNs via Channel-wise Importance-based Feature Selection.

Hanshu Yan, Jingfeng Zhang, Gang Niu, Jiashi Feng, Vincent Y. F. Tan, Masashi Sugiyama

Proceedings of the 38th International Conference on Machine Learning, 2021

SGA: A Robust Algorithm for Partial Recovery of Tree-Structured Graphical Models with Noisy Samples.

Anshoo Tandon, Aldric H. J. Han, Vincent Y. F. Tan

Proceedings of the 38th International Conference on Machine Learning, 2021

An Interpretable Intensive Care Unit Mortality Risk Calculator.

Eugene T. Y. Ang, Mila Nambiar, Yong Sheng Soh, Vincent Y. F. Tan

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

On Exact and ∞-Rényi Common Informations.

Lei Yu, Vincent Y. F. Tan

IEEE Trans. Inf. Theory, 2020

Exact Channel Synthesis.

Lei Yu, Vincent Y. F. Tan

IEEE Trans. Inf. Theory, 2020

Corrections to "Wyner's Common Information Under Rényi Divergence Measures".

Lei Yu, Vincent Y. F. Tan

IEEE Trans. Inf. Theory, 2020

The Bee-Identification Error Exponent With Absentee Bees.

Anshoo Tandon, Vincent Y. F. Tan, Lav R. Varshney

IEEE Trans. Inf. Theory, 2020

Variable-Length Source Dispersions Differ Under Maximum and Average Error Criteria.

Yuta Sakai, Vincent Y. F. Tan

IEEE Trans. Inf. Theory, 2020

Second- and Third-Order Asymptotics of the Continuous-Time Poisson Channel.

Yuta Sakai, Vincent Y. F. Tan, Mladen Kovacevic

IEEE Trans. Inf. Theory, 2020

Second-Order Asymptotics of Sequential Hypothesis Testing.

Yonglong Li, Vincent Y. F. Tan

IEEE Trans. Inf. Theory, 2020

Distributed Detection With Empirically Observed Statistics.

Haiyun He, Lin Zhou, Vincent Y. F. Tan

IEEE Trans. Inf. Theory, 2020

Throughput Scaling of Covert Communication Over Wireless Adhoc Networks.

Kang-Hee Cho, Si-Hyeon Lee, Vincent Y. F. Tan

IEEE Trans. Inf. Theory, 2020

Exact Error and Erasure Exponents for the Asymmetric Broadcast Channel.

Daming Cao, Vincent Y. F. Tan

IEEE Trans. Inf. Theory, 2020

Exact Asymptotics for Learning Tree-Structured Graphical Models With Side Information: Noiseless and Noisy Samples.

Anshoo Tandon, Vincent Y. F. Tan, Shiyao Zhu

IEEE J. Sel. Areas Inf. Theory, 2020

Risk-Constrained Thompson Sampling for CVaR Bandits.

Joel Q. L. Chang, Qiuyu Zhu, Vincent Y. F. Tan

CoRR, 2020

Covert Identification over Binary-Input Memoryless Channels.

Qiaosheng Eric Zhang, Vincent Y. F. Tan

CoRR, 2020

Asymptotic Expansions of Smooth Rényi Entropies and Their Applications.

Yuta Sakai, Vincent Y. F. Tan

CoRR, 2020

Third-Order Asymptotics of Variable-Length Compression Allowing Errors.

Yuta Sakai, Vincent Y. F. Tan

Proceedings of the International Symposium on Information Theory and Its Applications, 2020

Optimal Resolution of Change-Point Detection with Empirically Observed Statistics and Erasures.

Haiyun He, Qiaosheng Eric Zhang, Vincent Y. F. Tan

Proceedings of the International Symposium on Information Theory and Its Applications, 2020

Achievability Bounds for Community Detection and Matrix Completion with Two-Sided Graph Side-Information.

Qiaosheng Eric Zhang, Vincent Y. F. Tan, Changho Suh

Proceedings of the IEEE International Symposium on Information Theory, 2020

On the Second- and Third-Order Asymptotics of Smooth Rényi Entropy and Their Applications.

Yuta Sakai, Vincent Y. F. Tan

Proceedings of the IEEE International Symposium on Information Theory, 2020

On the Error Exponent of Approximate Sufficient Statistics for M-ary Hypothesis Testing.

Jiachun Pan, Yonglong Li, Vincent Y. F. Tan, Yonina C. Eldar

Proceedings of the IEEE International Symposium on Information Theory, 2020

On the Capacity of Deletion Channels with States.

Yonglong Li, Vincent Y. F. Tan

Proceedings of the IEEE International Symposium on Information Theory, 2020

Thompson Sampling Algorithms for Mean-Variance Bandits.

Qiuyu Zhu, Vincent Y. F. Tan

Proceedings of the 37th International Conference on Machine Learning, 2020

Best Arm Identification for Cascading Bandits in the Fixed Confidence Setting.

Zixin Zhong, Wang Chi Cheung, Vincent Y. F. Tan

Proceedings of the 37th International Conference on Machine Learning, 2020

On Robustness of Neural Ordinary Differential Equations.

Hanshu Yan, Jiawei Du, Vincent Y. F. Tan, Jiashi Feng

Proceedings of the 8th International Conference on Learning Representations, 2020

Economy Statistical Recurrent Units For Inferring Nonlinear Granger Causality.

Saurabh Khanna, Vincent Y. F. Tan

Proceedings of the 8th International Conference on Learning Representations, 2020

2019

Refined Asymptotics for Rate-Distortion Using Gaussian Codebooks for Arbitrary Sources.

Lin Zhou, Vincent Y. F. Tan, Mehul Motani

IEEE Trans. Inf. Theory, 2019

The Dispersion of Mismatched Joint Source-Channel Coding for Arbitrary Sources and Additive Channels.

Lin Zhou, Vincent Y. F. Tan, Mehul Motani

IEEE Trans. Inf. Theory, 2019

Simulation of Random Variables Under Rényi Divergence Measures of All Orders.

Lei Yu, Vincent Y. F. Tan

IEEE Trans. Inf. Theory, 2019

Rényi Resolvability and Its Applications to the Wiretap Channel.

Lei Yu, Vincent Y. F. Tan

IEEE Trans. Inf. Theory, 2019

Asymptotic Coupling and Its Applications in Information Theory.

Lei Yu, Vincent Y. F. Tan

IEEE Trans. Inf. Theory, 2019

The Reliability Function of Variable-Length Lossy Joint Source-Channel Coding With Feedback.

Lan V. Truong, Vincent Y. F. Tan

IEEE Trans. Inf. Theory, 2019

Moderate Deviation Asymptotics for Variable-Length Codes With Feedback.

Lan V. Truong, Vincent Y. F. Tan

IEEE Trans. Inf. Theory, 2019

The Informativeness of k-Means for Learning Mixture Models.

Zhaoqiang Liu, Vincent Y. F. Tan

IEEE Trans. Inf. Theory, 2019

On the Maximum Size of Block Codes Subject to a Distance Criterion.

Ling-Hua Chang, Po-Ning Chen, Vincent Y. F. Tan, Carol Wang, Yunghsiang S. Han

IEEE Trans. Inf. Theory, 2019

Time-Division is Optimal for Covert Communication Over Some Broadcast Channels.

Vincent Y. F. Tan, Si-Hyeon Lee

IEEE Trans. Inf. Forensics Secur., 2019

On the Throughput of Channels That Wear Out.

Ting-Yi Wu, Lav R. Varshney, Vincent Y. F. Tan

IEEE Trans. Commun., 2019

The Bee-Identification Problem: Bounds on the Error Exponent.

Anshoo Tandon, Vincent Y. F. Tan, Lav R. Varshney

IEEE Trans. Commun., 2019

Fundamental Limits of Communication Over State-Dependent Channels With Feedback.

Mladen Kovacevic, Carol Wang, Vincent Y. F. Tan

IEEE Trans. Commun., 2019

Strong Converse Theorems for Multimessage Networks with Tight Cut-Set Bound.

Silas L. Fong, Vincent Y. F. Tan

Probl. Inf. Transm., 2019

Mobile Gait Analysis Using Foot-Mounted UWB Sensors.

Boyd Anderson, Mingqian Shi, Vincent Y. F. Tan, Ye Wang

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019

Distributed Hypothesis Testing with Privacy Constraints.

Atefeh Gilani, Selma Belhadj Amor, Sadaf Salehkalaibar, Vincent Y. F. Tan

Entropy, 2019

A Strong Converse Theorem for Hypothesis Testing Against Independence over a Two-Hop Network.

Daming Cao, Lin Zhou, Vincent Y. F. Tan

Entropy, 2019

Community Detection and Matrix Completion with Two-Sided Graph Side-Information.

Qiaosheng Eric Zhang, Vincent Y. F. Tan, Changho Suh

CoRR, 2019

An Improved Linear Programming Bound on the Average Distance of a Binary Code.

Lei Yu, Vincent Y. F. Tan

CoRR, 2019

Covert Communication Over a Compound Channel.

Sadaf Salehkalaibar, Mohammad Hossein Yassaee, Vincent Y. F. Tan

CoRR, 2019

Unsupervised Image Noise Modeling with Self-Consistent GAN.

Hanshu Yan, Vincent Y. F. Tan, Wenhan Yang, Jiashi Feng

CoRR, 2019

Error Exponent Bounds for the Bee-Identification Problem.

Anshoo Tandon, Vincent Y. F. Tan, Lav R. Varshney

CoRR, 2019

Bounds on the Average Distance and Distance Enumerator with Applications to Non-Interactive Simulation.

Lei Yu, Vincent Y. F. Tan

CoRR, 2019

A Ranking Model Motivated by Nonnegative Matrix Factorization with Applications to Tennis Tournaments.

Rui Xia, Vincent Y. F. Tan, Louis Filstroff, Cédric Févotte

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

Random Coding Error Exponent for the Bee-Identification Problem.

Anshoo Tandon, Vincent Y. F. Tan, Lav R. Varshney

Proceedings of the 2019 IEEE Information Theory Workshop, 2019

Second-Order Asymptotics of the Continuous-Time Poisson Channel.

Yuta Sakai, Mladen Kovacevic, Vincent Y. F. Tan

Proceedings of the 2019 IEEE Information Theory Workshop, 2019

Strong Converse for Hypothesis Testing Against Independence over a Two-Hop Network.

Daming Cao, Lin Zhou, Vincent Y. F. Tan

Proceedings of the IEEE International Symposium on Information Theory, 2019

Covert Communication Over a Compound Discrete Memoryless Channel.

Mehrasa Ahmadipour, Sadaf Salehkalaibar, Mohammad Hossein Yassaee, Vincent Y. F. Tan

Proceedings of the IEEE International Symposium on Information Theory, 2019

Second-Order Asymptotically Optimal Statistical Classification.

Lin Zhou, Vincent Y. F. Tan, Mehul Motani

Proceedings of the IEEE International Symposium on Information Theory, 2019

An Optimal Algorithm for Stochastic Three-Composite Optimization.

Renbo Zhao, William B. Haskell, Vincent Y. F. Tan

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

A Thompson Sampling Algorithm for Cascading Bandits.

Wang Chi Cheung, Vincent Y. F. Tan, Zixin Zhong

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018

A Unified Convergence Analysis of the Multiplicative Update Algorithm for Regularized Nonnegative Matrix Factorization.

Renbo Zhao, Vincent Y. F. Tan

IEEE Trans. Signal Process., 2018

Stochastic L-BFGS: Improved Convergence Rates and Practical Acceleration Strategies.

Renbo Zhao, William B. Haskell, Vincent Y. F. Tan

IEEE Trans. Signal Process., 2018

Exponential Strong Converse for Content Identification With Lossy Recovery.

Lin Zhou, Vincent Y. F. Tan, Lei Yu, Mehul Motani

IEEE Trans. Inf. Theory, 2018

Achievable Moderate Deviations Asymptotics for Streaming Compression of Correlated Sources.

Lin Zhou, Vincent Y. F. Tan, Mehul Motani

IEEE Trans. Inf. Theory, 2018

Wyner's Common Information Under Rényi Divergence Measures.

Lei Yu, Vincent Y. F. Tan

IEEE Trans. Inf. Theory, 2018

On Gaussian MACs With Variable-Length Feedback and Non-Vanishing Error Probabilities.

Lan V. Truong, Vincent Y. F. Tan

IEEE Trans. Inf. Theory, 2018

Analysis of Remaining Uncertainties and Exponents Under Various Conditional Rényi Entropies.

Vincent Y. F. Tan, Masahito Hayashi

IEEE Trans. Inf. Theory, 2018

Codes in the Space of Multisets - Coding for Permutation Channels With Impairments.

Mladen Kovacevic, Vincent Y. F. Tan

IEEE Trans. Inf. Theory, 2018

Minimum Rates of Approximate Sufficient Statistics.

Masahito Hayashi, Vincent Y. F. Tan

IEEE Trans. Inf. Theory, 2018

On Achievable Rates of AWGN Energy-Harvesting Channels With Block Energy Arrival and Non-Vanishing Error Probabilities.

Silas L. Fong, Vincent Y. F. Tan, Ayfer Özgür

IEEE Trans. Inf. Theory, 2018

Hypothesis Testing Under Mutual Information Privacy Constraints in the High Privacy Regime.

Jiachun Liao, Lalitha Sankar, Vincent Y. F. Tan, Flávio du Pin Calmon

IEEE Trans. Inf. Forensics Secur., 2018

Introduction to the Issue on Information-Theoretic Methods in Data Acquisition, Analysis, and Processing.

Miguel R. D. Rodrigues, Helmut Bölcskei, Stark C. Draper, Yonina C. Eldar, Vincent Yan Fu Tan

IEEE J. Sel. Top. Signal Process., 2018

Lower Bounds on the Bayes Risk of the Bayesian BTL Model With Applications to Comparison Graphs.

Mine Alsan, Ranjitha Prasad, Vincent Y. F. Tan

IEEE J. Sel. Top. Signal Process., 2018

Asymptotically Optimal Codes Correcting Fixed-Length Duplication Errors in DNA Storage Systems.

Mladen Kovacevic, Vincent Y. F. Tan

IEEE Commun. Lett., 2018

Thompson Sampling for Cascading Bandits.

Wang Chi Cheung, Vincent Y. F. Tan, Zixin Zhong

CoRR, 2018

The Optimal Compression Rate of Variable-to-Fixed Length Source Coding with a Non-Vanishing Excess-Distortion Probability.

Lan V. Truong, Vincent Y. F. Tan

CoRR, 2018

Minimax Lower Bounds for Nonnegative Matrix Factorization.

Mine Alsan, Zhaoqiang Liu, Vincent Y. F. Tan

Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018

Inference Algorithms for the Multiplicative Mixture Mallows Model.

Ranjitha Prasad, Vincent Y. F. Tan

Proceedings of the 2018 International Conference on Signal Processing and Communications (SPCOM), 2018

Error-Free Communication Over State-Dependent Channels with Variable-Length Feedback.

Carol Wang, Mladen Kovacevic, Vincent Y. F. Tan

Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

The Reliability Function of Lossy Source-Channel Coding of Variable-Length Codes with Feedback.

Lan V. Truong, Vincent Y. F. Tan

Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

Second-Order Asymptotics of Universal JSCC for Arbitrary Sources and Additive Channels.

Lin Zhou, Vincent Y. F. Tan, Mehul Motani

Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

Second-Order Asymptotics of Rate-Distortion using Gaussian Codebooks for Arbitrary Sources.

Lin Zhou, Vincent Y. F. Tan, Mehul Motani

Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

Applications of an exact formula for the largest minimum distance of block codes.

Ling-Hua Chang, Carol Wang, Po-Ning Chen, Vincent Y. F. Tan, Yunghsiang S. Han

Proceedings of the 52nd Annual Conference on Information Sciences and Systems, 2018

MANA: Designing and Validating a User-Centered Mobility Analysis System.

Boyd Anderson, Shenggao Zhu, Ke Yang, Jian Wang, Hugh Anderson, Chao Xu Tay, Vincent Y. F. Tan, Ye Wang

Proceedings of the 20th International ACM SIGACCESS Conference on Computers and Accessibility, 2018

2017

Online Nonnegative Matrix Factorization With Outliers.

Renbo Zhao, Vincent Y. F. Tan

IEEE Trans. Signal Process., 2017

Rank-One NMF-Based Initialization for NMF and Relative Error Bounds Under a Geometric Assumption.

Zhaoqiang Liu, Vincent Y. F. Tan

IEEE Trans. Signal Process., 2017

Second-Order and Moderate Deviations Asymptotics for Successive Refinement.

Lin Zhou, Vincent Y. F. Tan, Mehul Motani

IEEE Trans. Inf. Theory, 2017

Discrete Lossy Gray-Wyner Revisited: Second-Order Asymptotics, Large and Moderate Deviations.

Lin Zhou, Vincent Y. F. Tan, Mehul Motani

IEEE Trans. Inf. Theory, 2017

On Gaussian Channels With Feedback Under Expected Power Constraints and With Non-Vanishing Error Probabilities.

Lan V. Truong, Silas L. Fong, Vincent Y. F. Tan

IEEE Trans. Inf. Theory, 2017

Adversarial Top-K Ranking.

Changho Suh, Vincent Y. F. Tan, Renbo Zhao

IEEE Trans. Inf. Theory, 2017

The Dispersion of Nearest-Neighbor Decoding for Additive Non-Gaussian Channels.

Jonathan Scarlett, Vincent Y. F. Tan, Giuseppe Durisi

IEEE Trans. Inf. Theory, 2017

Exact Moderate Deviation Asymptotics in Streaming Data Transmission.

Si-Hyeon Lee, Vincent Y. F. Tan, Ashish Khisti

IEEE Trans. Inf. Theory, 2017

Zero-Error Capacity of P-ary Shift Channels and FIFO Queues.

Mladen Kovacevic, Milos Stojakovic, Vincent Y. F. Tan

IEEE Trans. Inf. Theory, 2017

Equivocations, Exponents, and Second-Order Coding Rates Under Various Rényi Information Measures.

Masahito Hayashi, Vincent Y. F. Tan

IEEE Trans. Inf. Theory, 2017

A Proof of the Strong Converse Theorem for Gaussian Broadcast Channels via the Gaussian Poincaré Inequality.

Silas L. Fong, Vincent Y. F. Tan

IEEE Trans. Inf. Theory, 2017

A Tight Upper Bound on the Second-Order Coding Rate of the Parallel Gaussian Channel With Feedback.

Silas L. Fong, Vincent Y. F. Tan

IEEE Trans. Inf. Theory, 2017

Achievable Rates for Gaussian Degraded Relay Channels With Non-Vanishing Error Probabilities.

Silas L. Fong, Vincent Y. F. Tan

IEEE Trans. Inf. Theory, 2017

Improved Bounds on Sidon Sets via Lattice Packings of Simplices.

Mladen Kovacevic, Vincent Y. F. Tan

SIAM J. Discret. Math., 2017

Polar Coding for the Binary Erasure Channel With Deletions.

Eldho K. Thomas, Vincent Y. F. Tan, Alexander Vardy, Mehul Motani

IEEE Commun. Lett., 2017

Scaling Exponent and Moderate Deviations Asymptotics of Polar Codes for the AWGN Channel.

Silas L. Fong, Vincent Y. F. Tan

Entropy, 2017

The Dispersion of Universal Joint Source-Channel Coding for Arbitrary Sources and Additive Channels.

Lin Zhou, Vincent Y. F. Tan, Mehul Motani

CoRR, 2017

Time-Division Transmission is Optimal for Covert Communication over Broadcast Channels.

Vincent Y. F. Tan, Si-Hyeon Lee

CoRR, 2017

Lower Bounds on the Bayes Risk of the Bayesian BTL Model with Applications to Random Graphs.

Mine Alsan, Ranjitha Prasad, Vincent Y. F. Tan

CoRR, 2017

Exponential Strong Converse for Content Identification with Lossy Recovery.

Lin Zhou, Vincent Y. F. Tan, Mehul Motani

CoRR, 2017

On the Reliability Function of the Common-Message Broadcast Channel with Variable-Length Feedback.

Lan V. Truong, Vincent Y. F. Tan

CoRR, 2017

The Informativeness of k-Means for Learning Gaussian Mixture Models.

Zhaoqiang Liu, Vincent Y. F. Tan

CoRR, 2017

An Exact Spectrum Formula for the Maximum Size of Finite Length Block Codes.

Ling-Hua Chang, Carol Wang, Po-Ning Chen, Vincent Y. F. Tan, Yunghsiang S. Han

CoRR, 2017

Stochastic L-BFGS Revisited: Improved Convergence Rates and Practical Acceleration Strategies.

Renbo Zhao, William B. Haskell, Vincent Y. F. Tan

Proceedings of the Thirty-Third Conference on Uncertainty in Artificial Intelligence, 2017

Delay scaling laws of random wireless networks: Impact of blocklength.

Vincent Y. F. Tan, Cheng-Hsiung Liu, I-Hsiang Wang

Proceedings of the 2017 IEEE Information Theory Workshop, 2017

Error exponent for covert communications over discrete memoryless channels.

Mehrdad Tahmasbi, Matthieu R. Bloch, Vincent Y. F. Tan

Proceedings of the 2017 IEEE Information Theory Workshop, 2017

A tight upper bound on the second-order coding rate of parallel Gaussian channels with feedback.

Silas L. Fong, Vincent Y. F. Tan

Proceedings of the 2017 IEEE Information Theory Workshop, 2017

Distance spectrum formula for the largest minimum hamming distance of finite-length binary block codes.

Ling-Hua Chang, Carol Wang, Po-Ning Chen, Yunghsiang S. Han, Vincent Y. F. Tan

Proceedings of the 2017 IEEE Information Theory Workshop, 2017

On the Gaussian MAC with degraded message sets and long-term power constraints.

Selma Belhadj Amor, Vincent Y. F. Tan

Proceedings of the 2017 IEEE Information Theory Workshop, 2017

Robust decoding schemes for polar coding over compound channels.

Mine Alsan, Vincent Y. F. Tan

Proceedings of the 2017 IEEE Information Theory Workshop, 2017

Achievable moderate deviations asymptotics for streaming Slepian-Wolf coding.

Lin Zhou, Vincent Y. F. Tan, Mehul Motani

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

Strong converse for content identification with lossy recovery.

Lin Zhou, Vincent Y. F. Tan, Mehul Motani

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

Communication over a channel that wears out.

Ting-Yi Wu, Lav R. Varshney, Vincent Y. F. Tan

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

On the Gaussian MAC with stop-feedback.

Lan V. Truong, Vincent Y. F. Tan

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

Error exponent of the common-message broadcast channel with variable-length feedback.

Lan V. Truong, Vincent Y. F. Tan

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

Hypothesis testing under maximal leakage privacy constraints.

Jiachun Liao, Lalitha Sankar, Flávio P. Calmon, Vincent Y. F. Tan

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

Strong converse theorems for discrete memoryless networks with tight cut-set bound.

Silas L. Fong, Vincent Y. F. Tan

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

Moderate deviation analysis for classical communication over quantum channels.

Christopher T. Chubb, Vincent Y. F. Tan, Marco Tomamichel

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

Coding for the permutation channel with insertions, deletions, substitutions, and erasures.

Mladen Kovacevic, Vincent Y. F. Tan

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

A unified convergence analysis of the multiplicative update algorithm for nonnegative matrix factorization.

Renbo Zhao, Vincent Y. F. Tan

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Relative error bounds for nonnegative matrix factorization under a geometric assumption.

Zhaoqiang Liu, Vincent Y. F. Tan

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Online Nonnegative Matrix Factorization with General Divergences.

Renbo Zhao, Vincent Yan Fu Tan, Huan Xu

Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017

2016

Streaming Data Transmission in the Moderate Deviations and Central Limit Regimes.

Si-Hyeon Lee, Vincent Y. F. Tan, Ashish Khisti

IEEE Trans. Inf. Theory, 2016

Strong Converse Theorems for Classes of Multimessage Multicast Networks: A Rényi Divergence Approach.

Silas L. Fong, Vincent Y. F. Tan

IEEE Trans. Inf. Theory, 2016

A Proof of the Strong Converse Theorem for Gaussian Multiple Access Channels.

Silas L. Fong, Vincent Y. F. Tan

IEEE Trans. Inf. Theory, 2016

A Numerical Study on the Wiretap Network With a Simple Network Topology.

Fan Cheng, Vincent Y. F. Tan

IEEE Trans. Inf. Theory, 2016

Non-Asymptotic Achievable Rates for Energy-Harvesting Channels Using Save-and-Transmit.

Silas L. Fong, Vincent Y. F. Tan, Jing Yang

IEEE J. Sel. Areas Commun., 2016

On the Scaling Exponent of Polar Codes for Binary-Input Energy-Harvesting Channels.

Silas L. Fong, Vincent Y. F. Tan

IEEE J. Sel. Areas Commun., 2016

Moderate Deviations Asymptotics for Streaming Compression of Correlated Sources.

Lin Zhou, Vincent Y. F. Tan, Mehul Motani

CoRR, 2016

Second-Order and Moderate Deviation Asymptotics for Successive Refinement.

Lin Zhou, Vincent Y. F. Tan, Mehul Motani

CoRR, 2016

On AWGN Channels and Gaussian MACs with Variable-Length Feedback.

Lan V. Truong, Vincent Y. F. Tan

CoRR, 2016

Sidon Sets of Fixed Cardinality and Lattice-Packings of Simplices.

Mladen Kovacevic, Vincent Y. F. Tan

CoRR, 2016

Zero-Error Shift-Correcting and Shift-Detecting Codes.

Mladen Kovacevic, Milos Stojakovic, Vincent Y. F. Tan

CoRR, 2016

Strong Converse for Discrete Memoryless Networks with Tight Cut-Set Bounds.

Silas L. Fong, Vincent Y. F. Tan

CoRR, 2016

The ∊-capacity region of AWGN multiple access channels with feedback.

Lan V. Truong, Silas L. Fong, Vincent Y. F. Tan

Proceedings of the 2016 International Conference on Signal Processing and Communications (SPCOM), 2016

Second-order coding region for the discrete successive refinement source coding problem.

Lin Zhou, Vincent Y. F. Tan, Mehul Motani

Proceedings of the IEEE International Symposium on Information Theory, 2016

Second-order coding region for the discrete lossy Gray-Wyner source coding problem.

Lin Zhou, Vincent Y. F. Tan, Mehul Motani

Proceedings of the IEEE International Symposium on Information Theory, 2016

On second-order asymptotics of AWGN channels with feedback under the expected power constraint.

Lan V. Truong, Silas L. Fong, Vincent Y. F. Tan

Proceedings of the IEEE International Symposium on Information Theory, 2016

Remaining uncertainties and exponents under Rényi information measures.

Masahito Hayashi, Vincent Y. F. Tan

Proceedings of the IEEE International Symposium on Information Theory, 2016

A non-asymptotic achievable rate for the AWGN energy-harvesting channel using save-and-transmit.

Silas L. Fong, Vincent Y. F. Tan, Jing Yang

Proceedings of the IEEE International Symposium on Information Theory, 2016

Hypothesis testing in the high privacy limit.

Jiachun Liao, Lalitha Sankar, Vincent Y. F. Tan, Flávio P. Calmon

Proceedings of the 54th Annual Allerton Conference on Communication, 2016

2015

Nonasymptotic and Second-Order Achievability Bounds for Coding With Side-Information.

Shun Watanabe, Shigeaki Kuzuoka, Vincent Yan Fu Tan

IEEE Trans. Inf. Theory, 2015

The Third-Order Term in the Normal Approximation for the AWGN Channel.

Vincent Yan Fu Tan, Marco Tomamichel

IEEE Trans. Inf. Theory, 2015

On the Reliability Function of the Discrete Memoryless Relay Channel.

Vincent Yan Fu Tan

IEEE Trans. Inf. Theory, 2015

Unequal Message Protection: Asymptotic and Non-Asymptotic Tradeoffs.

Yanina Y. Shkel, Vincent Y. F. Tan, Stark C. Draper

IEEE Trans. Inf. Theory, 2015

Second-Order Asymptotics for the Gaussian MAC With Degraded Message Sets.

Jonathan Scarlett, Vincent Y. F. Tan

IEEE Trans. Inf. Theory, 2015

A Case Where Interference Does Not Affect the Channel Dispersion.

Sy-Quoc Le, Vincent Yan Fu Tan, Mehul Motani

IEEE Trans. Inf. Theory, 2015

Asymmetric Evaluations of Erasure and Undetected Error Probabilities.

Masahito Hayashi, Vincent Yan Fu Tan

IEEE Trans. Inf. Theory, 2015

The Sender-Excited Secret Key Agreement Model: Capacity, Reliability, and Secrecy Exponents.

Tzu-Han Chou, Vincent Y. F. Tan, Stark C. Draper

IEEE Trans. Inf. Theory, 2015

Information Spectrum Approach to Strong Converse Theorems for Degraded Wiretap Channels.

Vincent Y. F. Tan, Matthieu R. Bloch

IEEE Trans. Inf. Forensics Secur., 2015

Error and Erasure Exponents for the Broadcast Channel with Degraded Message Sets.

Vincent Y. F. Tan

CoRR, 2015

Error and erasure exponents for the asymmetric broadcast channel.

Vincent Y. F. Tan

Proceedings of the 2015 IEEE Information Theory Workshop, 2015

Second-order asymptotics for the discrete memoryless MAC with degraded message sets.

Jonathan Scarlett, Vincent Y. F. Tan

Proceedings of the IEEE International Symposium on Information Theory, 2015

Erasure and undetected error probabilities in the moderate deviations regime.

Masahito Hayashi, Vincent Yan Fu Tan

Proceedings of the IEEE International Symposium on Information Theory, 2015

Equivocations and exponents under various Rényi information measures.

Masahito Hayashi, Vincent Yan Fu Tan

Proceedings of the IEEE International Symposium on Information Theory, 2015

Asymptotic expansions for the AWGN channel with feedback under a peak power constraint.

Silas L. Fong, Vincent Y. F. Tan

Proceedings of the IEEE International Symposium on Information Theory, 2015

Second-order coding rate for m-class source-channel codes.

Yanina Y. Shkel, Vincent Y. F. Tan, Stark C. Draper

Proceedings of the 53rd Annual Allerton Conference on Communication, 2015

2014

A Parsimonious Mixture of Gaussian Trees Model for Oversampling in Imbalanced and Multimodal Time-Series Classification.

Hong Cao, Vincent Y. F. Tan, John Z. F. Pang

IEEE Trans. Neural Networks Learn. Syst., 2014

Second-Order Coding Rates for Channels With State.

Marco Tomamichel, Vincent Yan Fu Tan

IEEE Trans. Inf. Theory, 2014

On the Dispersions of Three Network Information Theory Problems.

Vincent Y. F. Tan, Oliver Kosut

IEEE Trans. Inf. Theory, 2014

A Formula for the Capacity of the General Gel'fand-Pinsker Channel.

Vincent Y. F. Tan

IEEE Trans. Commun., 2014

Strong Impossibility Results for Sparse Signal Processing.

Vincent Y. F. Tan, George K. Atia

IEEE Signal Process. Lett., 2014

Asymptotic Estimates in Information Theory with Non-Vanishing Error Probabilities.

Vincent Y. F. Tan

Found. Trends Commun. Inf. Theory, 2014

Second- and Higher-Order Asymptotics For Erasure and List Decoding.

Vincent Y. F. Tan, Pierre Moulin

CoRR, 2014

Second-Order Coding Rates for Conditional Rate-Distortion.

Sy-Quoc Le, Vincent Yan Fu Tan, Mehul Motani

CoRR, 2014

Asymptotic Expansions for Gaussian Channels with Feedback under a Peak Power Constraint.

Silas L. Fong, Vincent Y. F. Tan

CoRR, 2014

Second order refinements for the classical capacity of quantum channels with separable input states.

Marco Tomamichel, Vincent Yan Fu Tan

Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

Moderate deviations for joint source-channel coding of systems with Markovian memory.

Vincent Yan Fu Tan, Shun Watanabe, Masahito Hayashi

Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

Second-order capacities of erasure and list decoding.

Vincent Y. F. Tan, Pierre Moulin

Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

Achievability bounds for unequal message protection at finite block lengths.

Yanina Y. Shkel, Vincent Y. F. Tan, Stark C. Draper

Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

On mismatched unequal message protection for finite block length joint source-channel coding.

Yanina Shkel, Vincent Y. F. Tan, Stark C. Draper

Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

Second-order asymptotics for the Gaussian interference channel with strictly very strong interference.

Sy-Quoc Le, Vincent Yan Fu Tan, Mehul Motani

Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

Strong impossibility results for noisy group testing.

Vincent Y. F. Tan, George K. Atia

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

Wireless Compressive Sensing for Energy Harvesting Sensor Nodes.

Gang Yang, Vincent Yan Fu Tan, Chin Keong Ho, See Ho Ting, Yong Liang Guan

IEEE Trans. Signal Process., 2013

A Tight Upper Bound for the Third-Order Asymptotics for Most Discrete Memoryless Channels.

Marco Tomamichel, Vincent Yan Fu Tan

IEEE Trans. Inf. Theory, 2013

Automatic Relevance Determination in Nonnegative Matrix Factorization with the $(\beta)$-Divergence.

Vincent Y. F. Tan, Cédric Févotte

IEEE Trans. Pattern Anal. Mach. Intell., 2013

ε-Capacities and Second-Order Coding Rates for Channels with General State

Marco Tomamichel, Vincent Yan Fu Tan

CoRR, 2013

Non-Asymptotic and Second-Order Achievability Bounds for Coding With Side-Information

Shun Watanabe, Shigeaki Kuzuoka, Vincent Yan Fu Tan

CoRR, 2013

Second-Order Asymptotics of Classical-Quantum Channels.

Marco Tomamichel, Vincent Yan Fu Tan

CoRR, 2013

MOGT: Oversampling with a parsimonious mixture of Gaussian trees model for imbalanced time-series classification.

John Z. F. Pang, Hong Cao, Vincent Y. F. Tan

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013

ε-Capacity and strong converse for channels with general state.

Marco Tomamichel, Vincent Yan Fu Tan

Proceedings of the 2013 IEEE Information Theory Workshop, 2013

Non-asymptotic and second-order achievability bounds for source coding with side-information.

Shun Watanabe, Shigeaki Kuzuoka, Vincent Yan Fu Tan

Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

A tight upper bound for the third-order asymptotics of discrete memoryless channels.

Marco Tomamichel, Vincent Yan Fu Tan

Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

Error exponents for the relay channel.

Vincent Y. F. Tan

Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

Converse bounds for assorted codes in the finite blocklength regime.

Yanina Shkel, Vincent Y. F. Tan, Stark C. Draper

Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

On the dispersions of the discrete memoryless interference channel.

Sy-Quoc Le, Vincent Yan Fu Tan, Mehul Motani

Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

Wireless compressive sensing for energy harvesting sensor nodes over fading channels.

Gang Yang, Vincent Yan Fu Tan, Chin Keong Ho, See Ho Ting, Yong Liang Guan

Proceedings of IEEE International Conference on Communications, 2013

2012

Rank Minimization Over Finite Fields: Fundamental Limits and Coding-Theoretic Interpretations.

Vincent Y. F. Tan, Laura Balzano, Stark C. Draper

IEEE Trans. Inf. Theory, 2012

High-dimensional Gaussian graphical model selection: walk summability and local separation criterion.

Animashree Anandkumar, Vincent Y. F. Tan, Furong Huang, Alan S. Willsky

J. Mach. Learn. Res., 2012

The Capacity of the General Gel'fand-Pinsker Channel and Achievable Second-Order Coding Rates

Vincent Y. F. Tan

CoRR, 2012

The dispersion of Slepian-Wolf coding.

Vincent Y. F. Tan, Oliver Kosut

Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

Moderate-deviations of lossy source coding for discrete and Gaussian sources.

Vincent Y. F. Tan

Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

Achievable second-order coding rates for the wiretap channel.

Vincent Y. F. Tan

Proceedings of the IEEE International Conference on Communication Systems, 2012

Transmission of correlated sources over a MAC: A Gaussian approximation-based analysis.

Vincent Y. F. Tan

Proceedings of the 50th Annual Allerton Conference on Communication, 2012

2011

Large-deviation analysis and applications Of learning tree-structured graphical models.

Vincent Yan Fu Tan

PhD thesis, 2011

A Large-Deviation Analysis of the Maximum-Likelihood Learning of Markov Tree Structures.

Vincent Y. F. Tan, Animashree Anandkumar, Lang Tong, Alan S. Willsky

IEEE Trans. Inf. Theory, 2011

Learning High-Dimensional Markov Forest Distributions: Analysis of Error Rates.

Vincent Y. F. Tan, Animashree Anandkumar, Alan S. Willsky

J. Mach. Learn. Res., 2011

Learning Latent Tree Graphical Models.

Myung Jin Choi, Vincent Y. F. Tan, Animashree Anandkumar, Alan S. Willsky

J. Mach. Learn. Res., 2011

The Sender-Excited Secret Key Agreement Model: Capacity and Error Exponents

Tzu-Han Chou, Vincent Y. F. Tan, Stark C. Draper

CoRR, 2011

High-Dimensional Structure Estimation in Ising Models: Tractable Graph Families

Animashree Anandkumar, Vincent Y. F. Tan, Furong Huang, Alan S. Willsky

CoRR, 2011

High-Dimensional Gaussian Graphical Model Selection: Tractable Graph Families

Animashree Anandkumar, Vincent Y. F. Tan, Alan S. Willsky

CoRR, 2011

High-Dimensional Graphical Model Selection: Tractable Graph Families and Necessary Conditions.

Animashree Anandkumar, Vincent Y. F. Tan, Alan S. Willsky

Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

Rank minimization over finite fields.

Vincent Y. F. Tan, Laura Balzano, Stark C. Draper

Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

Sample complexity for topology estimation in networks of LTI systems.

Vincent Y. F. Tan, Alan S. Willsky

Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

Canonical estimation in a rare-events regime.

Mesrob I. Ohannessian, Vincent Y. F. Tan, Munther A. Dahleh

Proceedings of the 49th Annual Allerton Conference on Communication, 2011

The sender-excited secret key agreement model: Capacity theorems.

Tzu-Han Chou, Vincent Y. F. Tan, Stark C. Draper

Proceedings of the 49th Annual Allerton Conference on Communication, 2011

2010

Learning graphical models for hypothesis testing and classification.

Vincent Y. F. Tan, Sujay Sanghavi, John W. Fisher III, Alan S. Willsky

IEEE Trans. Signal Process., 2010

Learning Gaussian tree models: analysis of error exponents and extremal structures.

Vincent Y. F. Tan, Animashree Anandkumar, Alan S. Willsky

IEEE Trans. Signal Process., 2010

Necessary and sufficient conditions for high-dimensional salient feature subset recovery.

Vincent Y. F. Tan, Matthew J. Johnson, Alan S. Willsky

Proceedings of the IEEE International Symposium on Information Theory, 2010

Error exponents for composite hypothesis testing of Markov forest distributions.

Vincent Y. F. Tan, Animashree Anandkumar, Alan S. Willsky

Proceedings of the IEEE International Symposium on Information Theory, 2010

Scaling laws for learning high-dimensional Markov forest distributions.

Vincent Y. F. Tan, Animashree Anandkumar, Alan S. Willsky

Proceedings of the 48th Annual Allerton Conference on Communication, 2010

Consistent and efficient reconstruction of latent tree models.

Myung Jin Choi, Vincent Y. F. Tan, Animashree Anandkumar, Alan S. Willsky

Proceedings of the 48th Annual Allerton Conference on Communication, 2010

2009

A large-deviation analysis for the maximum likelihood learning of tree structures.

Vincent Y. F. Tan, Animashree Anandkumar, Lang Tong, Alan S. Willsky

Proceedings of the IEEE International Symposium on Information Theory, 2009

How do the structure and the parameters of Gaussian tree models affect structure learning?

Vincent Y. F. Tan, Animashree Anandkumar, Alan S. Willsky

Proceedings of the 47th Annual Allerton Conference on Communication, 2009

2008

Estimating Signals With Finite Rate of Innovation From Noisy Samples: A Stochastic Algorithm.

Vincent Yan Fu Tan, Vivek K. Goyal

IEEE Trans. Signal Process., 2008

Learning max-weight discriminative forests.

Vincent Y. F. Tan, John W. Fisher III, Alan S. Willsky

Proceedings of the IEEE International Conference on Acoustics, 2008

Immune System Modeling with Infer.NET.

Vincent Y. F. Tan, John M. Winn, Angela Simpson, Adnan Custovic

Proceedings of the Fourth International Conference on e-Science, 2008

2007

Generic Probability Density Function Reconstruction for Randomization in Privacy-Preserving Data Mining.

Vincent Yan Fu Tan, See-Kiong Ng

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2007

Privacy-Preserving Sharing of Horizontally-Distributed Private Data for Constructing Accurate Classifiers.

Vincent Yan Fu Tan, See-Kiong Ng

Proceedings of the Privacy, 2007