Vincent Y. F. Tan - researchr alias

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Viewing Publication 1 - 100 from 260

2024

Corrections to "Equivocations, Exponents, and Second-Order Coding Rates Under Various Rényi Information Measures"Masahito Hayashi, Vincent Y. F. Tan. TIT, 70(4):3046-3048, April 2024. [doi]

Understanding and Mitigating Dimensional Collapse in Federated LearningYujun Shi, Jian Liang, Wenqing Zhang, Chuhui Xue, Vincent Y. F. Tan, Song Bai. pami, 46(5):2936-2949, May 2024. [doi]

2023

Near-Optimal Learning of Tree-Structured Distributions by Chow and LiuArnab Bhattacharyya 0001, Sutanu Gayen, Eric Price 0001, Vincent Y. F. Tan, N. V. Vinodchandran. SICOMP, 52(3):761-793, June 2023. [doi]

Blink: Link Local Differential Privacy in Graph Neural Networks via Bayesian EstimationXiaochen Zhu 0003, Vincent Y. F. Tan, Xiaokui Xiao. ccs 2023: 2651-2664 [doi]

Minimizing the Accumulated Trajectory Error to Improve Dataset DistillationJiawei Du, Yidi Jiang, Vincent Y. F. Tan, Joey Tianyi Zhou, Haizhou Li 0001. cvpr 2023: 3749-3758 [doi]

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: 8494-8520 [doi]

Almost Optimal Variance-Constrained Best Arm IdentificationYunlong Hou, Vincent Y. F. Tan, Zixin Zhong. TIT, 69(4):2603-2634, April 2023. [doi]

Probably Anytime-Safe Stochastic Combinatorial Semi-BanditsYunlong Hou, Vincent Y. F. Tan, Zixin Zhong. icml 2023: 13353-13409 [doi]

Best Arm Identification in Restless Markov Multi-Armed BanditsP. N. Karthik, Kota Srinivas Reddy, Vincent Y. F. Tan. TIT, 69(5):3240-3262, May 2023. [doi]

Almost Cost-Free Communication in Federated Best Arm IdentificationSrinivas Reddy Kota, P. N. Karthik, Vincent Y. F. Tan. AAAI 2023: 8378-8385 [doi]

Communication-Constrained Bandits under Additive Gaussian NoisePrathamesh Mayekar, Jonathan Scarlett, Vincent Y. F. Tan. icml 2023: 24236-24250 [doi]

Asymptotic Nash Equilibrium for the M-Ary Sequential Adversarial Hypothesis Testing GameJiachun Pan, Yonglong Li, Vincent Y. F. Tan. tifs, 18:831-845, 2023. [doi]

Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated LearningYujun Shi, Jian Liang, Wenqing Zhang, Vincent Y. F. Tan, Song Bai. iclr 2023: [doi]

Deep Unrolling for Nonconvex Robust Principal Component AnalysisElizabeth Z. C. Tan, Caroline Chaux, Emmanuel Soubies, Vincent Y. F. Tan. mlsp 2023: 1-6 [doi]

Codes for Correcting t Limited-Magnitude Sticky DeletionsShuche Wang, Van Khu Vu, Vincent Y. F. Tan. isit 2023: 1148-1153 [doi]

Fast Beam Alignment via Pure Exploration in Multi-Armed BanditsYi Wei, Zixin Zhong, Vincent Y. F. Tan. TWC, 22(5):3264-3279, May 2023. [doi]

Active-LATHE: An Active Learning Algorithm for Boosting the Error Exponent for Learning Homogeneous Ising TreesFengzhuo Zhang, Anshoo Tandon, Vincent Y. F. Tan. TIT, 69(4):2537-2555, April 2023. [doi]

Exact Recovery in the General Hypergraph Stochastic Block ModelQiaosheng Eric Zhang, Vincent Y. F. Tan. TIT, 69(1):453-471, 2023. [doi]

Covert Communication With Mismatched DecodersQiaosheng Eric Zhang, Vincent Y. F. Tan. TIT, 69(7):4163-4177, July 2023. [doi]

Learning Regularized Monotone Graphon Mean-Field GamesFengzhuo Zhang, Vincent Y. F. Tan, Zhaoran Wang 0001, Zhuoran Yang. nips 2023: [doi]

2022

Common Information, Noise Stability, and Their ExtensionsLei Yu 0003, Vincent Y. F. Tan. ftcit, 19(2):107-389, 2022. [doi]

A Unifying Theory of Thompson Sampling for Continuous Risk-Averse BanditsJoel Q. L. Chang, Vincent Y. F. Tan. AAAI 2022: 6159-6166 [doi]

Efficient Sharpness-aware Minimization for Improved Training of Neural NetworksJiawei Du, Hanshu Yan, Jiashi Feng, Joey Tianyi Zhou, Liangli Zhen, Rick Siow Mong Goh, Vincent Y. F. Tan. iclr 2022: [doi]

Distributionally Robust and Multi-Objective Nonnegative Matrix FactorizationNicolas Gillis, Le Thi Khanh Hien, Valentin Leplat, Vincent Y. F. Tan. pami, 44(8):4052-4064, 2022. [doi]

Information-Theoretic Characterization of the Generalization Error for Iterative Semi-Supervised LearningHaiyun He, Hanshu Yan, Vincent Y. F. Tan. jmlr, 23, 2022. [doi]

Asymptotics of Sequential Composite Hypothesis Testing Under Probabilistic ConstraintsJiachun Pan, Yonglong Li, Vincent Y. F. Tan. TIT, 68(8):4998-5012, 2022. [doi]

Asymptotic Nash Equilibrium for the Sequential Adversarial Hypothesis Testing GameJiachun Pan, Yonglong Li, Vincent Y. F. Tan. isit 2022: 2946-2951 [doi]

Best Restless Markov Arm IdentificationKarthik Periyapattana Narayana Prasad, Kota Srinivas Reddy, Vincent Y. F. Tan. itw 2022: 648-653 [doi]

On Smooth Rényi Entropies: A Novel Information Measure, One-Shot Coding Theorems, and Asymptotic ExpansionsYuta Sakai, Vincent Y. F. Tan. TIT, 68(3):1496-1531, 2022. [doi]

Mimicking the Oracle: An Initial Phase Decorrelation Approach for Class Incremental LearningYujun Shi, Kuangqi Zhou, Jian Liang, Zihang Jiang, Jiashi Feng, Philip H. S. Torr, Song Bai, Vincent Y. F. Tan. cvpr 2022: 16701-16710 [doi]

A Survey of Risk-Aware Multi-Armed BanditsVincent Y. F. Tan, Prashanth L. A., Krishna P. Jagannathan. IJCAI 2022: 5623-5629 [doi]

Tight Regret Bounds for Noisy Optimization of a Brownian MotionZexin Wang, Vincent Y. F. Tan, Jonathan Scarlett. tsp, 70:1072-1087, 2022. [doi]

Codes for the Asymmetric Damerau-Levenshtein DistanceShuche Wang, Van Khu Vu, Vincent Y. F. Tan. itw 2022: 558-563 [doi]

Fast Beam Alignment via Pure Exploration in Multi-armed BanditsYi Wei, Zixin Zhong, Vincent Y. F. Tan, Chan Wang. isit 2022: 1886-1891 [doi]

Towards Adversarially Robust Deep Image DenoisingHanshu Yan, Jingfeng Zhang, Jiashi Feng, Masashi Sugiyama, Vincent Y. F. Tan. IJCAI 2022: 1516-1522 [doi]

Minimax Optimal Fixed-Budget Best Arm Identification in Linear BanditsJunwen Yang, Vincent Y. F. Tan. nips 2022: [doi]

Mc2g: An Efficient Algorithm for Matrix Completion With Social and Item Similarity GraphsQiaosheng Eric Zhang, Geewon Suh, Changho Suh, Vincent Y. F. Tan. tsp, 70:2681-2697, 2022. [doi]

Covert Communication with Mismatched DecodersQiaosheng Zhang, Vincent Y. F. Tan. isit 2022: 312-317 [doi]

Active-LATHE: An Active Learning Algorithm for Boosting the Error Exponent for Learning Homogeneous Ising TreesFengzhuo Zhang, Anshoo Tandon, Vincent Y. F. Tan. itw 2022: 594-599 [doi]

Relational Reasoning via Set Transformers: Provable Efficiency and Applications to MARLFengzhuo Zhang, Boyi Liu, Kaixin Wang, Vincent Y. F. Tan, Zhuoran Yang, Zhaoran Wang. nips 2022: [doi]

2021

On Non-Interactive Simulation of Binary Random VariablesLei Yu 0003, Vincent Y. F. Tan. TIT, 67(4):2528-2538, 2021. [doi]

An Interpretable Intensive Care Unit Mortality Risk CalculatorEugene T. Y. Ang, Mila Nambiar, Yong Sheng Soh, Vincent Y. F. Tan. embc 2021: 4152-4158 [doi]

Adversarially-Trained Nonnegative Matrix FactorizationTing Cai, Vincent Y. F. Tan, Cédric Févotte. spl, 28:1415-1419, 2021. [doi]

Sequential Classification With Empirically Observed StatisticsMahdi Haghifam, Vincent Y. F. Tan, Ashish Khisti. TIT, 67(5):3095-3113, 2021. [doi]

Optimal Change-Point Detection With Training Sequences in the Large and Moderate Deviations RegimesHaiyun He, Qiaosheng Eric Zhang, Vincent Y. F. Tan. TIT, 67(10):6758-6784, 2021. [doi]

Positive Semidefinite Matrix Factorization: A Connection With Phase Retrieval and Affine Rank MinimizationDana Lahat, Yanbin Lang, Vincent Y. F. Tan, Cédric Févotte. tsp, 69:3059-3074, 2021. [doi]

On the Capacity of Channels With Deletions and StatesYonglong Li, Vincent Y. F. Tan. TIT, 67(5):2663-2679, 2021. [doi]

On the Feed-Forward Rate-Distortion Function for Stationary and Ergodic SourcesYonglong Li, Vincent Y. F. Tan. isit 2021: 2756-2761 [doi]

Optimal Adaptive Strategies for Sequential Quantum Hypothesis TestingYonglong Li, Vincent Y. F. Tan, Marco Tomamichel. itw 2021: 1-6 [doi]

Asymptotics of Sequential Composite Hypothesis Testing under Probabilistic ConstraintsJiachun Pan, Yonglong Li, Vincent Y. F. Tan. isit 2021: 172-177 [doi]

Third-Order Asymptotics of Variable-Length Compression Allowing ErrorsYuta Sakai, Recep Can Yavas, Vincent Y. F. Tan. TIT, 67(12):7708-7722, 2021. [doi]

State Masking Over a Two-State Compound ChannelSadaf Salehkalaibar, Mohammad Hossein Yassaee, Vincent Y. F. Tan, Mehrasa Ahmadipour. TIT, 67(9):5651-5673, 2021. [doi]

Distributed Sequential Hypothesis Testing With Zero-Rate CompressionSadaf Salehkalaibar, Vincent Y. F. Tan. itw 2021: 1-5 [doi]

EditorialVincent Y. F. Tan, Yao Xie 0002. jsait, 2(2):492-493, 2021. [doi]

Analysis of Optimization Algorithms via Sum-of-SquaresSandra S. Y. Tan, Antonios Varvitsiotis, Vincent Y. F. Tan. jota, 190(1):56-81, 2021. [doi]

SGA: A Robust Algorithm for Partial Recovery of Tree-Structured Graphical Models with Noisy SamplesAnshoo Tandon, Aldric H. J. Han, Vincent Y. F. Tan. icml 2021: 10107-10117 [doi]

CIFS: Improving Adversarial Robustness of CNNs via Channel-wise Importance-based Feature SelectionHanshu Yan, Jingfeng Zhang, Gang Niu 0001, Jiashi Feng, Vincent Y. F. Tan, Masashi Sugiyama. icml 2021: 11693-11703 [doi]

Covert Identification Over Binary-Input Discrete Memoryless ChannelsQiaosheng Eric Zhang, Vincent Y. F. Tan. TIT, 67(8):5387-5403, 2021. [doi]

Community Detection and Matrix Completion With Social and Item Similarity GraphsQiaosheng Eric Zhang, Vincent Y. F. Tan, Changho Suh. tsp, 69:917-931, 2021. [doi]

Robustifying Algorithms of Learning Latent Trees with Vector VariablesFengzhuo Zhang, Vincent Y. F. Tan. nips 2021: 2292-2302 [doi]

Thompson Sampling Algorithms for Cascading BanditsZixin Zhong, Wang Chi Chueng, Vincent Y. F. Tan. jmlr, 22, 2021. [doi]

Probabilistic Sequential Shrinking: A Best Arm Identification Algorithm for Stochastic Bandits with CorruptionsZixin Zhong, Wang Chi Cheung, Vincent Y. F. Tan. icml 2021: 12772-12781 [doi]

2020

On Exact and ∞-Rényi Common InformationsLei Yu 0003, Vincent Y. F. Tan. TIT, 66(6):3366-3406, 2020. [doi]

Corrections to "Wyner's Common Information Under Rényi Divergence Measures"Lei Yu 0003, Vincent Y. F. Tan. TIT, 66(4):2599-2608, 2020. [doi]

Exact Channel SynthesisLei Yu 0003, Vincent Y. F. Tan. TIT, 66(5):2799-2818, 2020. [doi]

Exact Error and Erasure Exponents for the Asymmetric Broadcast ChannelDaming Cao, Vincent Y. F. Tan. TIT, 66(2):865-885, 2020. [doi]

Throughput Scaling of Covert Communication Over Wireless Adhoc NetworksKang-Hee Cho, Si-Hyeon Lee, Vincent Y. F. Tan. TIT, 66(12):7684-7701, 2020. [doi]

Distributed Detection With Empirically Observed StatisticsHaiyun He, Lin Zhou 0002, Vincent Y. F. Tan. TIT, 66(7):4349-4367, 2020. [doi]

Optimal Resolution of Change-Point Detection with Empirically Observed Statistics and ErasuresHaiyun He, Qiaosheng Eric Zhang, Vincent Y. F. Tan. isita 2020: 582-586 [doi]

Economy Statistical Recurrent Units For Inferring Nonlinear Granger CausalitySaurabh Khanna, Vincent Y. F. Tan. iclr 2020: [doi]

Second-Order Asymptotics of Sequential Hypothesis TestingYonglong Li, Vincent Y. F. Tan. TIT, 66(11):7222-7230, 2020. [doi]

On the Capacity of Deletion Channels with StatesYonglong Li, Vincent Y. F. Tan. isit 2020: 2114-2119 [doi]

Second-Order Asymptotics of Sequential Hypothesis TestingYonglong Li, Vincent Y. F. Tan. isit 2020: 1295-1300 [doi]

On the Error Exponent of Approximate Sufficient Statistics for M-ary Hypothesis TestingJiachun Pan, Yonglong Li, Vincent Y. F. Tan, Yonina C. Eldar. isit 2020: 1313-1318 [doi]

Second- and Third-Order Asymptotics of the Continuous-Time Poisson ChannelYuta Sakai, Vincent Y. F. Tan, Mladen Kovacevic 0001. TIT, 66(8):4742-4760, 2020. [doi]

Variable-Length Source Dispersions Differ Under Maximum and Average Error CriteriaYuta Sakai, Vincent Y. F. Tan. TIT, 66(12):7565-7587, 2020. [doi]

Variable-Length Source Dispersions Differ under Maximum and Average Error CriteriaYuta Sakai, Vincent Y. F. Tan. isit 2020: 2155-2160 [doi]

On the Second- and Third-Order Asymptotics of Smooth Rényi Entropy and Their ApplicationsYuta Sakai, Vincent Y. F. Tan. isit 2020: 2280-2285 [doi]

Third-Order Asymptotics of Variable-Length Compression Allowing ErrorsYuta Sakai, Vincent Y. F. Tan. isita 2020: 76-80 [doi]

Exact Asymptotics for Learning Tree-Structured Graphical Models With Side Information: Noiseless and Noisy SamplesAnshoo Tandon, Vincent Y. F. Tan, Shiyao Zhu. jsait, 1(3):760-776, 2020. [doi]

The Bee-Identification Error Exponent With Absentee BeesAnshoo Tandon, Vincent Y. F. Tan, Lav R. Varshney. TIT, 66(12):7602-7614, 2020. [doi]

Bee-Identification Error Exponent with Absentee BeesAnshoo Tandon, Vincent Y. F. Tan, Lav R. Varshney. isit 2020: 2891-2896 [doi]

Achievability Bounds for Community Detection and Matrix Completion with Two-Sided Graph Side-InformationQiaosheng Zhang, Vincent Y. F. Tan, Changho Suh. isit 2020: 2480-2485 [doi]

Best Arm Identification for Cascading Bandits in the Fixed Confidence SettingZixin Zhong, Wang Chi Cheung, Vincent Y. F. Tan. icml 2020: 11481-11491 [doi]

Thompson Sampling Algorithms for Mean-Variance BanditsQiuyu Zhu, Vincent Y. F. Tan. icml 2020: 11599-11608 [doi]

2019

Fundamental Limits of Communication Over State-Dependent Channels With FeedbackMladen Kovacevic 0001, Carol Wang, Vincent Y. F. Tan. tcom, 67(5):3182-3191, 2019. [doi]

Simulation of Random Variables Under Rényi Divergence Measures of All OrdersLei Yu 0003, Vincent Y. F. Tan. TIT, 65(6):3349-3383, 2019. [doi]

Asymptotic Coupling and Its Applications in Information TheoryLei Yu 0003, Vincent Y. F. Tan. TIT, 65(3):1321-1344, 2019. [doi]

Rényi Resolvability and Its Applications to the Wiretap ChannelLei Yu 0003, Vincent Y. F. Tan. TIT, 65(3):1862-1897, 2019. [doi]

A Strong Converse Theorem for Hypothesis Testing Against Independence over a Two-Hop NetworkDaming Cao, Lin Zhou 0002, Vincent Y. F. Tan. entropy, 21(12):1171, 2019. [doi]

Strong Converse Theorems for Multimessage Networks with Tight Cut-Set BoundSilas L. Fong, Vincent Y. F. Tan. poit, 55(1):67-100, 2019. [doi]

Distributed Hypothesis Testing with Privacy ConstraintsAtefeh Gilani, Selma Belhadj Amor, Sadaf Salehkalaibar, Vincent Y. F. Tan. entropy, 21(5):478, 2019. [doi]

Sequential Classification with Empirically Observed StatisticsMahdi Haghifam, Vincent Y. F. Tan, Ashish Khisti. itw 2019: 1-5 [doi]

Distributed Detection with Empirically Observed StatisticsHaiyun He, Lin Zhou 0002, Vincent Y. F. Tan. itw 2019: 1-5 [doi]

The Informativeness of k-Means for Learning Mixture ModelsZhaoqiang Liu, Vincent Y. F. Tan. TIT, 65(11):7460-7479, 2019. [doi]

Time-Division is Optimal for Covert Communication Over Some Broadcast ChannelsVincent Y. F. Tan, Si-Hyeon Lee. tifs, 14(5):1377-1389, 2019. [doi]

The Bee-Identification Problem: Bounds on the Error ExponentAnshoo Tandon, Vincent Y. F. Tan, Lav R. Varshney. tcom, 67(11):7405-7416, 2019. [doi]

Moderate Deviation Asymptotics for Variable-Length Codes With FeedbackLan V. Truong, Vincent Y. F. Tan. TIT, 65(7):4364-4386, 2019. [doi]

The Reliability Function of Variable-Length Lossy Joint Source-Channel Coding With FeedbackLan V. Truong, Vincent Y. F. Tan. TIT, 65(8):5028-5042, 2019. [doi]

On the Throughput of Channels That Wear OutTing-Yi Wu, Lav R. Varshney, Vincent Y. F. Tan. tcom, 67(8):5311-5320, 2019. [doi]

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