Privacy-Preserving Sharing of Horizontally-Distributed Private Data for Constructing Accurate Classifiers. - Vincent Yan Fu Tan; See-Kiong Ng (PinKDD, 2007)

Generic Probability Density Function Reconstruction for Randomization in Privacy-Preserving Data Mining. - Vincent Yan Fu Tan; See-Kiong Ng (MLDM, 2007)

Immune System Modeling with Infer.NET. - Vincent Y. F. Tan; John M. Winn; Angela Simpson; Adnan Custovic (eScience, 2008)

Learning max-weight discriminative forests. - Vincent Y. F. Tan; John W. Fisher III; Alan S. Willsky (ICASSP, 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)

How do the structure and the parameters of Gaussian tree models affect structure learning? - Vincent Y. F. Tan; Animashree Anandkumar; Alan S. Willsky (Allerton, 2009)

A large-deviation analysis for the maximum likelihood learning of tree structures. - Vincent Y. F. Tan; Animashree Anandkumar; Lang Tong 001; Alan S. Willsky (ISIT, 2009)

Consistent and efficient reconstruction of latent tree models. - Myung Jin Choi; Vincent Y. F. Tan; Animashree Anandkumar; Alan S. Willsky (Allerton, 2010)

Scaling laws for learning high-dimensional Markov forest distributions. - Vincent Y. F. Tan; Animashree Anandkumar; Alan S. Willsky (Allerton, 2010)

Error exponents for composite hypothesis testing of Markov forest distributions. - Vincent Y. F. Tan; Animashree Anandkumar; Alan S. Willsky (ISIT, 2010)

Necessary and sufficient conditions for high-dimensional salient feature subset recovery. - Vincent Y. F. Tan; Matthew J. Johnson 002; Alan S. Willsky (ISIT, 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)

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)

The sender-excited secret key agreement model: Capacity theorems. - Tzu-Han Chou; Vincent Y. F. Tan; Stark C. Draper (Allerton, 2011)

Canonical estimation in a rare-events regime. - Mesrob I. Ohannessian; Vincent Y. F. Tan; Munther A. Dahleh (Allerton, 2011)

Sample complexity for topology estimation in networks of LTI systems. - Vincent Y. F. Tan; Alan S. Willsky (CDC/ECC, 2011)

Rank minimization over finite fields. - Vincent Y. F. Tan; Laura Balzano; Stark C. Draper (ISIT, 2011)

High-Dimensional Graphical Model Selection: Tractable Graph Families and Necessary Conditions. - Animashree Anandkumar; Vincent Y. F. Tan; Alan S. Willsky (NIPS, 2011)

High-Dimensional Gaussian Graphical Model Selection: Tractable Graph Families - Animashree Anandkumar; Vincent Y. F. Tan; Alan S. Willsky (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)

The Sender-Excited Secret Key Agreement Model: Capacity and Error Exponents - Tzu-Han Chou; Vincent Y. F. Tan; Stark C. Draper (CoRR, 2011)

Learning Latent Tree Graphical Models. - Myung Jin Choi; Vincent Y. F. Tan; Animashree Anandkumar; Alan S. Willsky (J. Mach. Learn. Res., 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)

A Large-Deviation Analysis of the Maximum-Likelihood Learning of Markov Tree Structures. - Vincent Y. F. Tan; Animashree Anandkumar; Lang Tong 001; Alan S. Willsky (IEEE Trans. Inf. Theory, 2011)

Large-deviation analysis and applications Of learning tree-structured graphical models. - Vincent Yan Fu Tan (2011)

Transmission of correlated sources over a MAC: A Gaussian approximation-based analysis. - Vincent Y. F. Tan (Allerton Conference, 2012)

Achievable second-order coding rates for the wiretap channel. - Vincent Y. F. Tan (ICCS, 2012)

Moderate-deviations of lossy source coding for discrete and Gaussian sources. - Vincent Y. F. Tan (ISIT, 2012)

The dispersion of Slepian-Wolf coding. - Vincent Y. F. Tan; Oliver Kosut (ISIT, 2012)

The Capacity of the General Gel'fand-Pinsker Channel and Achievable Second-Order Coding Rates - Vincent Y. F. Tan (CoRR, 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)

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)

Wireless compressive sensing for energy harvesting sensor nodes over fading channels. - Gang Yang 005; Vincent Yan Fu Tan; Chin Keong Ho; See Ho Ting; Yong Liang Guan 001 (ICC, 2013)

On the dispersions of the discrete memoryless interference channel. - Sy-Quoc Le; Vincent Yan Fu Tan; Mehul Motani (ISIT, 2013)

Converse bounds for assorted codes in the finite blocklength regime. - Yanina Shkel; Vincent Y. F. Tan; Stark C. Draper (ISIT, 2013)

Error exponents for the relay channel. - Vincent Y. F. Tan (ISIT, 2013)

A tight upper bound for the third-order asymptotics of discrete memoryless channels. - Marco Tomamichel; Vincent Yan Fu Tan (ISIT, 2013)

Non-asymptotic and second-order achievability bounds for source coding with side-information. - Shun Watanabe; Shigeaki Kuzuoka; Vincent Yan Fu Tan (ISIT, 2013)

ε-Capacity and strong converse for channels with general state. - Marco Tomamichel; Vincent Yan Fu Tan (ITW, 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 (MLSP, 2013)

Second-Order Asymptotics of Classical-Quantum Channels. - 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)

ε-Capacities and Second-Order Coding Rates for Channels with General State - Marco Tomamichel; Vincent Yan Fu Tan (CoRR, 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)

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)

Wireless Compressive Sensing for Energy Harvesting Sensor Nodes. - Gang Yang 005; Vincent Yan Fu Tan; Chin Keong Ho; See Ho Ting; Yong Liang Guan 001 (IEEE Trans. Signal Process., 2013)

Strong impossibility results for noisy group testing. - Vincent Y. F. Tan; George K. Atia (ICASSP, 2014)

Second-order asymptotics for the Gaussian interference channel with strictly very strong interference. - Sy-Quoc Le; Vincent Yan Fu Tan; Mehul Motani (ISIT, 2014)

On mismatched unequal message protection for finite block length joint source-channel coding. - Yanina Shkel; Vincent Y. F. Tan; Stark C. Draper (ISIT, 2014)

Achievability bounds for unequal message protection at finite block lengths. - Yanina Y. Shkel; Vincent Y. F. Tan; Stark C. Draper (ISIT, 2014)

Second-order capacities of erasure and list decoding. - Vincent Y. F. Tan; Pierre Moulin (ISIT, 2014)

Moderate deviations for joint source-channel coding of systems with Markovian memory. - Vincent Yan Fu Tan; Shun Watanabe; Masahito Hayashi (ISIT, 2014)

Second order refinements for the classical capacity of quantum channels with separable input states. - Marco Tomamichel; Vincent Yan Fu Tan (ISIT, 2014)

Asymptotic Expansions for Gaussian Channels with Feedback under a Peak Power Constraint. - Silas L. Fong; Vincent Y. F. Tan (CoRR, 2014)

Second-Order Coding Rates for Conditional Rate-Distortion. - Sy-Quoc Le; Vincent Yan Fu Tan; Mehul Motani (CoRR, 2014)

Second- and Higher-Order Asymptotics For Erasure and List Decoding. - Vincent Y. F. Tan; Pierre Moulin (CoRR, 2014)

Asymptotic Estimates in Information Theory with Non-Vanishing Error Probabilities. - Vincent Y. F. Tan (Found. Trends Commun. Inf. Theory, 2014)

Strong Impossibility Results for Sparse Signal Processing. - Vincent Y. F. Tan; George K. Atia (IEEE Signal Process. Lett., 2014)

A Formula for the Capacity of the General Gel'fand-Pinsker Channel. - Vincent Y. F. Tan (IEEE Trans. Commun., 2014)

On the Dispersions of Three Network Information Theory Problems. - Vincent Y. F. Tan; Oliver Kosut (IEEE Trans. Inf. Theory, 2014)

Second-Order Coding Rates for Channels With State. - Marco Tomamichel; Vincent Yan Fu Tan (IEEE Trans. Inf. Theory, 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 rate for m-class source-channel codes. - Yanina Y. Shkel; Vincent Y. F. Tan; Stark C. Draper (Allerton, 2015)

Asymptotic expansions for the AWGN channel with feedback under a peak power constraint. - Silas L. Fong; Vincent Y. F. Tan (ISIT, 2015)

Equivocations and exponents under various Rényi information measures. - Masahito Hayashi; Vincent Yan Fu Tan (ISIT, 2015)

Erasure and undetected error probabilities in the moderate deviations regime. - Masahito Hayashi; Vincent Yan Fu Tan (ISIT, 2015)

Second-order asymptotics for the discrete memoryless MAC with degraded message sets. - Jonathan Scarlett; Vincent Y. F. Tan (ISIT, 2015)

Error and erasure exponents for the asymmetric broadcast channel. - Vincent Y. F. Tan (ITW Fall, 2015)

Error and Erasure Exponents for the Broadcast Channel with Degraded Message Sets. - Vincent Y. F. Tan (CoRR, 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)

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)

Asymmetric Evaluations of Erasure and Undetected Error Probabilities. - Masahito Hayashi; Vincent Yan Fu 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)

Second-Order Asymptotics for the Gaussian MAC With Degraded Message Sets. - Jonathan Scarlett; Vincent Y. F. 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)

On the Reliability Function of the Discrete Memoryless Relay Channel. - 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)

Nonasymptotic and Second-Order Achievability Bounds for Coding With Side-Information. - Shun Watanabe; Shigeaki Kuzuoka; Vincent Yan Fu Tan (IEEE Trans. Inf. Theory, 2015)

Hypothesis testing in the high privacy limit. - Jiachun Liao; Lalitha Sankar; Vincent Y. F. Tan; Flávio P. Calmon (Allerton, 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 002 (ISIT, 2016)

Remaining uncertainties and exponents under Rényi information measures. - Masahito Hayashi; Vincent Y. F. Tan (ISIT, 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 (ISIT, 2016)

Second-order coding region for the discrete lossy Gray-Wyner source coding problem. - Lin Zhou 002; Vincent Y. F. Tan; Mehul Motani (ISIT, 2016)

Second-order coding region for the discrete successive refinement source coding problem. - Lin Zhou 002; Vincent Y. F. Tan; Mehul Motani (ISIT, 2016)

The ∊-capacity region of AWGN multiple access channels with feedback. - Lan V. Truong; Silas L. Fong; Vincent Y. F. Tan (SPCOM, 2016)

Strong Converse for Discrete Memoryless Networks with Tight Cut-Set Bounds. - Silas L. Fong; Vincent Y. F. Tan (CoRR, 2016)

Zero-Error Shift-Correcting and Shift-Detecting Codes. - Mladen Kovacevic 001; Milos Stojakovic; Vincent Y. F. Tan (CoRR, 2016)

Sidon Sets of Fixed Cardinality and Lattice-Packings of Simplices. - Mladen Kovacevic 001; Vincent Y. F. Tan (CoRR, 2016)

On AWGN Channels and Gaussian MACs with Variable-Length Feedback. - Lan V. Truong; Vincent Y. F. Tan (CoRR, 2016)

Second-Order and Moderate Deviation Asymptotics for Successive Refinement. - Lin Zhou 002; Vincent Y. F. Tan; Mehul Motani (CoRR, 2016)

Moderate Deviations Asymptotics for Streaming Compression of Correlated Sources. - Lin Zhou 002; Vincent Y. F. Tan; Mehul Motani (CoRR, 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)

Non-Asymptotic Achievable Rates for Energy-Harvesting Channels Using Save-and-Transmit. - Silas L. Fong; Vincent Y. F. Tan; Jing Yang 002 (IEEE J. Sel. Areas Commun., 2016)

A Numerical Study on the Wiretap Network With a Simple Network Topology. - Fan Cheng 002; 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)

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)

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)

Online Nonnegative Matrix Factorization with General Divergences. - Renbo Zhao; Vincent Yan Fu Tan; Huan Xu (AISTATS, 2017)

Relative error bounds for nonnegative matrix factorization under a geometric assumption. - Zhaoqiang Liu; Vincent Y. F. Tan (ICASSP, 2017)

A unified convergence analysis of the multiplicative update algorithm for nonnegative matrix factorization. - Renbo Zhao; Vincent Y. F. Tan (ICASSP, 2017)

Coding for the permutation channel with insertions, deletions, substitutions, and erasures. - Mladen Kovacevic 001; Vincent Y. F. Tan (ISIT, 2017)

Moderate deviation analysis for classical communication over quantum channels. - Christopher T. Chubb; Vincent Y. F. Tan; Marco Tomamichel (ISIT, 2017)

Strong converse theorems for discrete memoryless networks with tight cut-set bound. - Silas L. Fong; Vincent Y. F. Tan (ISIT, 2017)

Hypothesis testing under maximal leakage privacy constraints. - Jiachun Liao; Lalitha Sankar; Flávio P. Calmon; Vincent Y. F. Tan (ISIT, 2017)

Error exponent of the common-message broadcast channel with variable-length feedback. - Lan V. Truong; Vincent Y. F. Tan (ISIT, 2017)

On the Gaussian MAC with stop-feedback. - Lan V. Truong; Vincent Y. F. Tan (ISIT, 2017)

Communication over a channel that wears out. - Ting-Yi Wu; Lav R. Varshney; Vincent Y. F. Tan (ISIT, 2017)

Strong converse for content identification with lossy recovery. - Lin Zhou 002; Vincent Y. F. Tan; Mehul Motani (ISIT, 2017)

Achievable moderate deviations asymptotics for streaming Slepian-Wolf coding. - Lin Zhou 002; Vincent Y. F. Tan; Mehul Motani (ISIT, 2017)

Robust decoding schemes for polar coding over compound channels. - Mine Alsan; Vincent Y. F. Tan (ITW, 2017)

On the Gaussian MAC with degraded message sets and long-term power constraints. - Selma Belhadj Amor; Vincent Y. F. Tan (ITW, 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 (ITW, 2017)

A tight upper bound on the second-order coding rate of parallel Gaussian channels with feedback. - Silas L. Fong; Vincent Y. F. Tan (ITW, 2017)

Error exponent for covert communications over discrete memoryless channels. - Mehrdad Tahmasbi; Matthieu R. Bloch; Vincent Y. F. Tan (ITW, 2017)

Delay scaling laws of random wireless networks: Impact of blocklength. - Vincent Y. F. Tan; Cheng-Hsiung Liu; I-Hsiang Wang (ITW, 2017)

Stochastic L-BFGS Revisited: Improved Convergence Rates and Practical Acceleration Strategies. - Renbo Zhao; William B. Haskell 001; Vincent Y. F. Tan (UAI, 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)

The Informativeness of k-Means for Learning Gaussian Mixture Models. - Zhaoqiang Liu; Vincent Y. F. Tan (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)

Exponential Strong Converse for Content Identification with Lossy Recovery. - Lin Zhou 002; Vincent Y. F. Tan; Mehul Motani (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)

Time-Division Transmission is Optimal for Covert Communication over Broadcast Channels. - Vincent Y. F. Tan; Si-Hyeon Lee (CoRR, 2017)

The Dispersion of Universal Joint Source-Channel Coding for Arbitrary Sources and Additive Channels. - Lin Zhou 002; Vincent Y. F. Tan; Mehul Motani (CoRR, 2017)

Scaling Exponent and Moderate Deviations Asymptotics of Polar Codes for the AWGN Channel. - Silas L. Fong; Vincent Y. F. Tan (Entropy, 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)

Improved Bounds on Sidon Sets via Lattice Packings of Simplices. - Mladen Kovacevic 001; Vincent Y. F. Tan (SIAM J. Discret. Math., 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)

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)

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)

Equivocations, Exponents, and Second-Order Coding Rates Under Various Rényi Information Measures. - Masahito Hayashi; Vincent Y. F. Tan (IEEE Trans. Inf. Theory, 2017)

Zero-Error Capacity of P-ary Shift Channels and FIFO Queues. - Mladen Kovacevic 001; Milos Stojakovic; Vincent Y. F. Tan (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)

The Dispersion of Nearest-Neighbor Decoding for Additive Non-Gaussian Channels. - Jonathan Scarlett; Vincent Y. F. Tan; Giuseppe Durisi (IEEE Trans. Inf. Theory, 2017)

Adversarial Top-K Ranking. - Changho Suh; Vincent Y. F. Tan; Renbo Zhao (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)

Discrete Lossy Gray-Wyner Revisited: Second-Order Asymptotics, Large and Moderate Deviations. - Lin Zhou 002; Vincent Y. F. Tan; Mehul Motani (IEEE Trans. Inf. Theory, 2017)

Second-Order and Moderate Deviations Asymptotics for Successive Refinement. - Lin Zhou 002; Vincent Y. F. Tan; Mehul Motani (IEEE Trans. Inf. Theory, 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)

Online Nonnegative Matrix Factorization With Outliers. - Renbo Zhao; Vincent Y. F. Tan (IEEE Trans. Signal Process., 2017)

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 007 (ASSETS, 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 (CISS, 2018)

Second-Order Asymptotics of Rate-Distortion using Gaussian Codebooks for Arbitrary Sources. - Lin Zhou 002; Vincent Y. F. Tan; Mehul Motani (ISIT, 2018)

Second-Order Asymptotics of Universal JSCC for Arbitrary Sources and Additive Channels. - Lin Zhou 002; Vincent Y. F. Tan; Mehul Motani (ISIT, 2018)

The Reliability Function of Lossy Source-Channel Coding of Variable-Length Codes with Feedback. - Lan V. Truong; Vincent Y. F. Tan (ISIT, 2018)

Error-Free Communication Over State-Dependent Channels with Variable-Length Feedback. - Carol Wang; Mladen Kovacevic 001; Vincent Y. F. Tan (ISIT, 2018)

Inference Algorithms for the Multiplicative Mixture Mallows Model. - Ranjitha Prasad; Vincent Y. F. Tan (SPCOM, 2018)

Minimax Lower Bounds for Nonnegative Matrix Factorization. - Mine Alsan; Zhaoqiang Liu; Vincent Y. F. Tan (SSP, 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)

Thompson Sampling for Cascading Bandits. - Wang Chi Cheung; Vincent Y. F. Tan; Zixin Zhong (CoRR, 2018)

Asymptotically Optimal Codes Correcting Fixed-Length Duplication Errors in DNA Storage Systems. - Mladen Kovacevic 001; Vincent Y. F. Tan (IEEE Commun. Lett., 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)

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)

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)

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)

Minimum Rates of Approximate Sufficient Statistics. - Masahito Hayashi; Vincent Y. F. Tan (IEEE Trans. Inf. Theory, 2018)

Codes in the Space of Multisets - Coding for Permutation Channels With Impairments. - Mladen Kovacevic 001; 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)

On Gaussian MACs With Variable-Length Feedback and Non-Vanishing Error Probabilities. - Lan V. Truong; Vincent Y. F. Tan (IEEE Trans. Inf. Theory, 2018)

Wyner's Common Information Under Rényi Divergence Measures. - Lei Yu 003; Vincent Y. F. Tan (IEEE Trans. Inf. Theory, 2018)

Achievable Moderate Deviations Asymptotics for Streaming Compression of Correlated Sources. - Lin Zhou 002; Vincent Y. F. Tan; Mehul Motani (IEEE Trans. Inf. Theory, 2018)

Exponential Strong Converse for Content Identification With Lossy Recovery. - Lin Zhou 002; Vincent Y. F. Tan; Lei Yu 003; Mehul Motani (IEEE Trans. Inf. Theory, 2018)

Stochastic L-BFGS: Improved Convergence Rates and Practical Acceleration Strategies. - Renbo Zhao; William B. Haskell 001; Vincent Y. F. Tan (IEEE Trans. Signal Process., 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)

A Thompson Sampling Algorithm for Cascading Bandits. - Wang Chi Cheung; Vincent Y. F. Tan; Zixin Zhong (AISTATS, 2019)

An Optimal Algorithm for Stochastic Three-Composite Optimization. - Renbo Zhao; William B. Haskell 001; Vincent Y. F. Tan (AISTATS, 2019)

Second-Order Asymptotically Optimal Statistical Classification. - Lin Zhou 002; Vincent Y. F. Tan; Mehul Motani (ISIT, 2019)

Covert Communication Over a Compound Discrete Memoryless Channel. - Mehrasa Ahmadipour; Sadaf Salehkalaibar; Mohammad Hossein Yassaee; Vincent Y. F. Tan (ISIT, 2019)

Strong Converse for Hypothesis Testing Against Independence over a Two-Hop Network. - Daming Cao; Lin Zhou 002; Vincent Y. F. Tan (ISIT, 2019)

Second-Order Asymptotics of the Continuous-Time Poisson Channel. - Yuta Sakai; Mladen Kovacevic 001; Vincent Y. F. Tan (ITW, 2019)

Random Coding Error Exponent for the Bee-Identification Problem. - Anshoo Tandon; Vincent Y. F. Tan; Lav R. Varshney (ITW, 2019)

A Ranking Model Motivated by Nonnegative Matrix Factorization with Applications to Tennis Tournaments. - Rui Xia; Vincent Y. F. Tan; Louis Filstroff; Cédric Févotte (ECML/PKDD (3), 2019)

Bounds on the Average Distance and Distance Enumerator with Applications to Non-Interactive Simulation. - Lei Yu 003; Vincent Y. F. Tan (CoRR, 2019)

Error Exponent Bounds for the Bee-Identification Problem. - Anshoo Tandon; Vincent Y. F. Tan; Lav R. Varshney (CoRR, 2019)

Unsupervised Image Noise Modeling with Self-Consistent GAN. - Hanshu Yan; Vincent Y. F. Tan; Wenhan Yang; Jiashi Feng (CoRR, 2019)

Covert Communication Over a Compound Channel. - Sadaf Salehkalaibar; Mohammad Hossein Yassaee; Vincent Y. F. Tan (CoRR, 2019)

An Improved Linear Programming Bound on the Average Distance of a Binary Code. - Lei Yu 003; Vincent Y. F. Tan (CoRR, 2019)

Community Detection and Matrix Completion with Two-Sided Graph Side-Information. - Qiaosheng Eric Zhang; Vincent Y. F. Tan; Changho Suh (CoRR, 2019)

A Strong Converse Theorem for Hypothesis Testing Against Independence over a Two-Hop Network. - Daming Cao; Lin Zhou 002; Vincent Y. F. Tan (Entropy, 2019)

Distributed Hypothesis Testing with Privacy Constraints. - Atefeh Gilani; Selma Belhadj Amor; Sadaf Salehkalaibar; Vincent Y. F. Tan (Entropy, 2019)

Mobile Gait Analysis Using Foot-Mounted UWB Sensors. - Boyd Anderson; Mingqian Shi; Vincent Y. F. Tan; Ye Wang 007 (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019)

Strong Converse Theorems for Multimessage Networks with Tight Cut-Set Bound. - Silas L. Fong; Vincent Y. F. Tan (Probl. Inf. Transm., 2019)

Fundamental Limits of Communication Over State-Dependent Channels With Feedback. - Mladen Kovacevic 001; Carol Wang; 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)

On the Throughput of Channels That Wear Out. - Ting-Yi Wu; Lav R. Varshney; Vincent Y. F. Tan (IEEE Trans. Commun., 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 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)

The Informativeness of k-Means for Learning Mixture Models. - Zhaoqiang Liu; 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 Reliability Function of Variable-Length Lossy Joint Source-Channel Coding With Feedback. - Lan V. Truong; Vincent Y. F. Tan (IEEE Trans. Inf. Theory, 2019)

Asymptotic Coupling and Its Applications in Information Theory. - Lei Yu 003; Vincent Y. F. Tan (IEEE Trans. Inf. Theory, 2019)

Rényi Resolvability and Its Applications to the Wiretap Channel. - Lei Yu 003; Vincent Y. F. Tan (IEEE Trans. Inf. Theory, 2019)

Simulation of Random Variables Under Rényi Divergence Measures of All Orders. - Lei Yu 003; Vincent Y. F. Tan (IEEE Trans. Inf. Theory, 2019)

The Dispersion of Mismatched Joint Source-Channel Coding for Arbitrary Sources and Additive Channels. - Lin Zhou 002; Vincent Y. F. Tan; Mehul Motani (IEEE Trans. Inf. Theory, 2019)

Refined Asymptotics for Rate-Distortion Using Gaussian Codebooks for Arbitrary Sources. - Lin Zhou 002; Vincent Y. F. Tan; Mehul Motani (IEEE Trans. Inf. Theory, 2019)

Economy Statistical Recurrent Units For Inferring Nonlinear Granger Causality. - Saurabh Khanna; Vincent Y. F. Tan (ICLR, 2020)

On Robustness of Neural Ordinary Differential Equations. - Hanshu Yan; Jiawei Du; Vincent Y. F. Tan; Jiashi Feng (ICLR, 2020)

Best Arm Identification for Cascading Bandits in the Fixed Confidence Setting. - Zixin Zhong; Wang Chi Cheung; Vincent Y. F. Tan (ICML, 2020)

Thompson Sampling Algorithms for Mean-Variance Bandits. - Qiuyu Zhu 003; Vincent Y. F. Tan (ICML, 2020)

On the Capacity of Deletion Channels with States. - Yonglong Li; Vincent Y. F. Tan (ISIT, 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 (ISIT, 2020)

On the Second- and Third-Order Asymptotics of Smooth Rényi Entropy and Their Applications. - Yuta Sakai; Vincent Y. F. Tan (ISIT, 2020)

Achievability Bounds for Community Detection and Matrix Completion with Two-Sided Graph Side-Information. - Qiaosheng Eric Zhang; Vincent Y. F. Tan; Changho Suh (ISIT, 2020)

Optimal Resolution of Change-Point Detection with Empirically Observed Statistics and Erasures. - Haiyun He; Qiaosheng Eric Zhang; Vincent Y. F. Tan (ISITA, 2020)

Third-Order Asymptotics of Variable-Length Compression Allowing Errors. - Yuta Sakai; Vincent Y. F. Tan (ISITA, 2020)

Asymptotic Expansions of Smooth Rényi Entropies and Their Applications. - Yuta Sakai; Vincent Y. F. Tan (CoRR, 2020)

Covert Identification over Binary-Input Memoryless Channels. - Qiaosheng Eric Zhang; Vincent Y. F. Tan (CoRR, 2020)

Risk-Constrained Thompson Sampling for CVaR Bandits. - Joel Q. L. Chang; Qiuyu Zhu 003; Vincent Y. F. Tan (CoRR, 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)

Exact Error and Erasure Exponents for the Asymmetric Broadcast Channel. - Daming Cao; 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)

Distributed Detection With Empirically Observed Statistics. - Haiyun He; Lin Zhou 002; Vincent Y. F. Tan (IEEE Trans. Inf. Theory, 2020)

Second-Order Asymptotics of Sequential Hypothesis Testing. - Yonglong Li; 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 001 (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)

The Bee-Identification Error Exponent With Absentee Bees. - Anshoo Tandon; Vincent Y. F. Tan; Lav R. Varshney (IEEE Trans. Inf. Theory, 2020)

Corrections to "Wyner's Common Information Under Rényi Divergence Measures". - Lei Yu 003; Vincent Y. F. Tan (IEEE Trans. Inf. Theory, 2020)

Exact Channel Synthesis. - Lei Yu 003; Vincent Y. F. Tan (IEEE Trans. Inf. Theory, 2020)

On Exact and ∞-Rényi Common Informations. - Lei Yu 003; Vincent Y. F. Tan (IEEE Trans. Inf. Theory, 2020)

An Interpretable Intensive Care Unit Mortality Risk Calculator. - Eugene T. Y. Ang; Mila Nambiar; Yong Sheng Soh; Vincent Y. F. Tan (EMBC, 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 (ICML, 2021)

CIFS: Improving Adversarial Robustness of CNNs via Channel-wise Importance-based Feature Selection. - Hanshu Yan; Jingfeng Zhang; Gang Niu 001; Jiashi Feng; Vincent Y. F. Tan; Masashi Sugiyama (ICML, 2021)

Probabilistic Sequential Shrinking: A Best Arm Identification Algorithm for Stochastic Bandits with Corruptions. - Zixin Zhong; Wang Chi Cheung; Vincent Y. F. Tan (ICML, 2021)

On the Feed-Forward Rate-Distortion Function for Stationary and Ergodic Sources. - Yonglong Li; Vincent Y. F. Tan (ISIT, 2021)

Optimal Adaptive Strategies for Sequential Quantum Hypothesis Testing. - Yonglong Li; Vincent Y. F. Tan; Marco Tomamichel (ITW, 2021)

Distributed Sequential Hypothesis Testing With Zero-Rate Compression. - Sadaf Salehkalaibar; Vincent Y. F. Tan (ITW, 2021)

Robustifying Algorithms of Learning Latent Trees with Vector Variables. - Fengzhuo Zhang; Vincent Y. F. Tan (NeurIPS, 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)

Towards Minimax Optimal Best Arm Identification in Linear Bandits. - Junwen Yang; 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)

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)

Thompson Sampling Algorithms for Cascading Bandits. - Zixin Zhong; Wang Chi Chueng; Vincent Y. F. Tan (J. Mach. Learn. Res., 2021)

Analysis of Optimization Algorithms via Sum-of-Squares. - Sandra S. Y. Tan; Antonios Varvitsiotis; Vincent Y. F. Tan (J. Optim. Theory Appl., 2021)

Editorial. - Vincent Y. F. Tan; Yao Xie 002 (IEEE J. Sel. Areas Inf. Theory, 2021)

Adversarially-Trained Nonnegative Matrix Factorization. - Ting Cai 003; Vincent Y. F. Tan; Cédric Févotte (IEEE Signal Process. Lett., 2021)

Sequential Classification With Empirically Observed Statistics. - Mahdi Haghifam; Vincent Y. F. Tan; Ashish Khisti (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)

On the Capacity of Channels With Deletions and States. - Yonglong Li; Vincent Y. F. Tan (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)

State Masking Over a Two-State Compound Channel. - Sadaf Salehkalaibar; Mohammad Hossein Yassaee; Vincent Y. F. Tan; Mehrasa Ahmadipour (IEEE Trans. Inf. Theory, 2021)

On Non-Interactive Simulation of Binary Random Variables. - Lei Yu 003; Vincent Y. F. Tan (IEEE Trans. Inf. Theory, 2021)

Covert Identification Over Binary-Input Discrete Memoryless Channels. - Qiaosheng Eric Zhang; Vincent Y. F. Tan (IEEE Trans. Inf. Theory, 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)

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)

A Unifying Theory of Thompson Sampling for Continuous Risk-Averse Bandits. - Joel Q. L. Chang; Vincent Y. F. Tan (AAAI, 2022)

Mimicking the Oracle: An Initial Phase Decorrelation Approach for Class Incremental Learning. - Yujun Shi; Kuangqi Zhou; Jian Liang 001; Zihang Jiang; Jiashi Feng; Philip H. S. Torr; Song Bai 001; Vincent Y. F. Tan (CVPR, 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 (ICLR, 2022)

A Survey of Risk-Aware Multi-Armed Bandits. - Vincent Y. F. Tan; Prashanth L. A.; Krishna P. Jagannathan (IJCAI, 2022)

Towards Adversarially Robust Deep Image Denoising. - Hanshu Yan; Jingfeng Zhang; Jiashi Feng; Masashi Sugiyama; Vincent Y. F. Tan (IJCAI, 2022)

Asymptotic Nash Equilibrium for the Sequential Adversarial Hypothesis Testing Game. - Jiachun Pan; Yonglong Li; Vincent Y. F. Tan (ISIT, 2022)

Fast Beam Alignment via Pure Exploration in Multi-armed Bandits. - Yi Wei 004; Zixin Zhong; Vincent Y. F. Tan; Chan Wang (ISIT, 2022)

Best Restless Markov Arm Identification. - Karthik Periyapattana Narayana Prasad; Kota Srinivas Reddy; Vincent Y. F. Tan (ITW, 2022)

Codes for the Asymmetric Damerau-Levenshtein Distance. - Shuche Wang; Van Khu Vu; Vincent Y. F. Tan (ITW, 2022)

Sharpness-Aware Training for Free. - Jiawei Du; Daquan Zhou; Jiashi Feng; Vincent Y. F. Tan; Joey Tianyi Zhou (NeurIPS, 2022)

Minimax Optimal Fixed-Budget Best Arm Identification in Linear Bandits. - Junwen Yang; Vincent Y. F. Tan (NeurIPS, 2022)

Relational Reasoning via Set Transformers: Provable Efficiency and Applications to MARL. - Fengzhuo Zhang; Boyi Liu 001; Kaixin Wang; Vincent Y. F. Tan; Zhuoran Yang; Zhaoran Wang 001 (NeurIPS, 2022)

Common Information, Noise Stability, and Their Extensions. - Lei Yu 003; Vincent Y. F. Tan (Found. Trends Commun. Inf. Theory, 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)

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)

Asymptotics of Sequential Composite Hypothesis Testing Under Probabilistic Constraints. - Jiachun Pan; Yonglong Li; Vincent Y. F. Tan (IEEE Trans. Inf. Theory, 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)

Tight Regret Bounds for Noisy Optimization of a Brownian Motion. - Zexin Wang 002; Vincent Y. F. Tan; Jonathan Scarlett (IEEE Trans. Signal Process., 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)

Almost Cost-Free Communication in Federated Best Arm Identification. - Srinivas Reddy Kota; P. N. Karthik; Vincent Y. F. Tan (AAAI, 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 (AISTATS, 2023)

Blink: Link Local Differential Privacy in Graph Neural Networks via Bayesian Estimation. - Xiaochen Zhu 003; Vincent Y. F. Tan; Xiaokui Xiao (CCS, 2023)

Minimizing the Accumulated Trajectory Error to Improve Dataset Distillation. - Jiawei Du; Yidi Jiang; Vincent Y. F. Tan; Joey Tianyi Zhou; Haizhou Li 001 (CVPR, 2023)

Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning. - Yujun Shi; Jian Liang 001; Wenqing Zhang; Vincent Y. F. Tan; Song Bai 001 (ICLR, 2023)

Probably Anytime-Safe Stochastic Combinatorial Semi-Bandits. - Yunlong Hou 001; Vincent Y. F. Tan; Zixin Zhong (ICML, 2023)

Communication-Constrained Bandits under Additive Gaussian Noise. - Prathamesh Mayekar; Jonathan Scarlett; Vincent Y. F. Tan (ICML, 2023)

Codes for Correcting t Limited-Magnitude Sticky Deletions. - Shuche Wang; Van Khu Vu; Vincent Y. F. Tan (ISIT, 2023)

Deep Unrolling for Nonconvex Robust Principal Component Analysis. - Elizabeth Z. C. Tan; Caroline Chaux; Emmanuel Soubies; Vincent Y. F. Tan (MLSP, 2023)

Learning Regularized Monotone Graphon Mean-Field Games. - Fengzhuo Zhang; Vincent Y. F. Tan; Zhaoran Wang 001; Zhuoran Yang (NeurIPS, 2023)

Codes for Correcting Asymmetric Adjacent Transpositions and Deletions. - Shuche Wang; Van Khu Vu; Vincent Y. F. Tan (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 001 (CoRR, 2023)

Learning Regularized Graphon Mean-Field Games with Unknown Graphons. - Fengzhuo Zhang; Vincent Y. F. Tan; Zhaoran Wang 001; Zhuoran Yang (CoRR, 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)

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)

Exact Recovery in the General Hypergraph Stochastic Block Model. - Qiaosheng Eric Zhang; Vincent Y. F. Tan (IEEE Trans. Inf. Theory, 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)

Almost Optimal Variance-Constrained Best Arm Identification. - Yunlong Hou 001; Vincent Y. F. Tan; Zixin Zhong (IEEE Trans. Inf. Theory, 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, 2023)

Best Arm Identification in Restless Markov Multi-Armed Bandits. - P. N. Karthik; Kota Srinivas Reddy; Vincent Y. F. Tan (IEEE Trans. Inf. Theory, 2023)

Fast Beam Alignment via Pure Exploration in Multi-Armed Bandits. - Yi Wei 004; Zixin Zhong; Vincent Y. F. Tan (IEEE Trans. Wirel. Commun., 2023)

Near-Optimal Learning of Tree-Structured Distributions by Chow and Liu. - Arnab Bhattacharyya 001; Sutanu Gayen; Eric Price 001; Vincent Y. F. Tan; N. V. Vinodchandran (SIAM J. Comput., 2023)

Covert Communication With Mismatched Decoders. - Qiaosheng Eric Zhang; Vincent Y. F. Tan (IEEE Trans. Inf. Theory, 2023)

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 001 (CVPR, 2024)

Fixed-Budget Differentially Private Best Arm Identification. - Zhirui Chen; P. N. Karthik; Yeow Meng Chee; Vincent Y. F. Tan (ICLR, 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 (ICLR, 2024)

Optimal Private Discrete Distribution Estimation with One-Bit Communication. - Seung-Hyun Nam; Vincent Y. F. Tan; Si-Hyeon Lee (ISIT, 2024)

Best Arm Identification with Arm Erasures. - Kota Srinivas Reddy; P. N. Karthik; Vincent Y. F. Tan (ISIT, 2024)

Robust Distributed Gradient Descent to Corruption over Noisy Channels. - Shuche Wang; Vincent Y. F. Tan (ISIT, 2024)

Influence Maximization via Graph Neural Bandits. - Yuting Feng; Vincent Y. F. Tan; Bogdan Cautis (KDD, 2024)

Almost Minimax Optimal Best Arm Identification in Piecewise Stationary Linear Bandits. - Yunlong Hou 001; Vincent Y. F. Tan; Zixin Zhong (NeurIPS, 2024)

Multi-Armed Bandits with Abstention. - Junwen Yang; Tianyuan Jin; Vincent Y. F. Tan (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)

MIMO Capacity Analysis and Channel Estimation for Electromagnetic Information Theory. - Jieao Zhu; Vincent Y. F. Tan; Linglong Dai (CoRR, 2024)

Order-Optimal Instance-Dependent Bounds for Offline Reinforcement Learning with Preference Feedback. - Zhirui Chen; 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 Sample Efficient Alternating Minimization-based Algorithm For Robust Phase Retrieval. - Adarsh Barik; Anand Krishna; Vincent Y. F. Tan (CoRR, 2024)

Best Arm Identification with Minimal Regret. - Junwen Yang; Vincent Y. F. Tan; Tianyuan Jin (CoRR, 2024)

Enhancing Multi-Text Long Video Generation Consistency without Tuning: Time-Frequency Analysis, Prompt Alignment, and Theory. - Xingyao Li; Fengzhuo Zhang; Jiachun Pan; Yunlong Hou 001; Vincent Y. F. Tan; Zhuoran Yang (CoRR, 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)

Optimal Clustering with Bandit Feedback. - Junwen Yang; Zixin Zhong; Vincent Y. F. Tan (J. 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)

Indexed Minimum Empirical Divergence-Based Algorithms for Linear Bandits. - Jie Bian; Vincent Y. F. Tan (Trans. Mach. Learn. Res., 2024)

Stochastic Bandits for Egalitarian Assignment. - Eugene Lim; Vincent Y. F. Tan; Harold Soh (Trans. Mach. Learn. Res., 2024)

Fixed-Budget Best-Arm Identification in Sparse Linear Bandits. - Recep Can Yavas; Vincent Y. F. Tan (Trans. Mach. Learn. Res., 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, 2024)

Understanding and Mitigating Dimensional Collapse in Federated Learning. - Yujun Shi; Jian Liang 001; Wenqing Zhang; Chuhui Xue; Vincent Y. F. Tan; Song Bai 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Federated Best Arm Identification With Heterogeneous Clients. - Zhirui Chen; P. N. Karthik; Vincent Y. F. Tan; Yeow Meng Chee (IEEE Trans. Inf. Theory, 2024)

Adversarial Combinatorial Bandits With Switching Costs. - Yanyan Dong; Vincent Y. F. Tan (IEEE Trans. Inf. Theory, 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, 2024)

p-Mean Regret for Stochastic Bandits. - Anand Krishna; Philips George John; Adarsh Barik; Vincent Y. F. Tan (AAAI, 2025)

Optimal Multi-Objective Best Arm Identification with Fixed Confidence. - Zhirui Chen; P. N. Karthik; Yeow Meng Chee; Vincent Y. F. Tan (AISTATS, 2025)

Towards Understanding Why FixMatch Generalizes Better Than Supervised Learning. - Jingyang Li; Jiachun Pan; Vincent Y. F. Tan; Kim-Chuan Toh; Pan Zhou 002 (ICLR, 2025)

Asymptotically Optimal Linear Best Feasible Arm Identification with Fixed Budget. - Jie Bian; Vincent Y. F. Tan (UAI, 2025)

Best Arm Identification with Possibly Biased Offline Data. - Le Yang; Vincent Y. F. Tan; Wang Chi Cheung (UAI, 2025)

Low Tensor-Rank Adaptation of Kolmogorov-Arnold Networks. - Yihang Gao; Michael K. P. Ng 001; Vincent Y. F. Tan (IEEE Trans. Signal Process., 2025)

A Mirror Descent-Based Algorithm for Corruption-Tolerant Distributed Gradient Descent. - Shuche Wang; Vincent Y. F. Tan (IEEE Trans. Signal Process., 2025)

Ensemble-Tight Second-Order Asymptotics and Exponents for Guessing-Based Decoding with Abandonment. - Vincent Y. F. Tan; Hamdi Joudeh (CoRR, 2025)

Error Analyses of Auto-Regressive Video Diffusion Models: A Unified Framework. - Jing Wang 060; Fengzhuo Zhang; Xiaoli Li 001; Vincent Y. F. Tan; Tianyu Pang; Chao Du; Aixin Sun; Zhuoran Yang (CoRR, 2025)

A General Framework for Clustering and Distribution Matching With Bandit Feedback. - Recep Can Yavas; Yuqi Huang; Vincent Y. F. Tan; Jonathan Scarlett (IEEE Trans. Inf. Theory, 2025)

BanditSpec: Adaptive Speculative Decoding via Bandit Algorithms. - Yunlong Hou 001; Fengzhuo Zhang; Cunxiao Du; Xuan Zhang; Jiachun Pan; Tianyu Pang; Chao Du; Vincent Y. F. Tan; Zhuoran Yang (CoRR, 2025)

Variable-Length Feedback Codes Over Known and Unknown Channels With Non-Vanishing Error Probabilities. - Recep Can Yavas; Vincent Y. F. Tan (IEEE Trans. Inf. Theory, 2025)

Log-Sum-Exponential Estimator for Off-Policy Evaluation and Learning. - Armin Behnamnia; Gholamali Aminian; Alireza Aghaei; Chengchun Shi; Vincent Y. F. Tan; Hamid R. Rabiee (CoRR, 2025)

Finite-Time Information-Theoretic Bounds in Queueing Control. - Yujie Liu; Vincent Y. F. Tan; Yunbei Xu (CoRR, 2025)

Binary Codes for Correcting Asymmetric Adjacent Transpositions and Deletions. - Shuche Wang; Van Khu Vu; Vincent Y. F. Tan (IEEE Trans. Commun., 2025)

Automatic Rank Determination for Low-Rank Adaptation via Submodular Function Maximization. - Yihang Gao; Vincent Y. F. Tan (CoRR, 2025)

On the Convergence of (Stochastic) Gradient Descent for Kolmogorov-Arnold Networks. - Yihang Gao; Vincent Y. F. Tan (IEEE Trans. Inf. Theory, 2025)