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ORCIDVincent Y. F. Tan
Vincent Yan Fu Tan
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- affiliation: National University of Singapore, Department of Electrical and Computer Engineering, Singapore
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2020 – today
- 2024
[j129]Jingyi Zhao
, Mark Poon, Vincent Y. F. Tan, Zhenzhen Zhang:
A hybrid genetic search and dynamic programming-based split algorithm for the multi-trip time-dependent vehicle routing problem. Eur. J. Oper. Res. 317(3): 921-935 (2024)- [j128]Junwen Yang, Zixin Zhong, Vincent Y. F. Tan:
Optimal Clustering with Bandit Feedback. J. Mach. Learn. Res. 25: 186:1-186:54 (2024) - [j127]Yujun Shi, Jian Liang, Wenqing Zhang, Chuhui Xue, Vincent Y. F. Tan, Song Bai:
Understanding and Mitigating Dimensional Collapse in Federated Learning. IEEE Trans. Pattern Anal. Mach. Intell. 46(5): 2936-2949 (2024) - [j126]Seung-Hyun Nam, Vincent Y. F. Tan, Si-Hyeon Lee:
Optimal Private Discrete Distribution Estimation With 1-bit Communication. IEEE Trans. Inf. Forensics Secur. 19: 6514-6528 (2024) - [j125]Masahito Hayashi, Vincent Y. F. Tan:
Corrections to "Equivocations, Exponents, and Second-Order Coding Rates Under Various Rényi Information Measures". IEEE Trans. Inf. Theory 70(4): 3046-3048 (2024) - [j124]Zhirui Chen, P. N. Karthik, Vincent Y. F. Tan, Yeow Meng Chee:
Federated Best Arm Identification With Heterogeneous Clients. IEEE Trans. Inf. Theory 70(6): 4258-4279 (2024) - [j123]Yanyan Dong, Vincent Y. F. Tan:
Adversarial Combinatorial Bandits With Switching Costs. IEEE Trans. Inf. Theory 70(7): 5213-5227 (2024) - [j122]P. N. Karthik, Vincent Y. F. Tan, Arpan Mukherjee, Ali Tajer:
Optimal Best Arm Identification With Fixed Confidence in Restless Bandits. IEEE Trans. Inf. Theory 70(10): 7349-7384 (2024) - [j121]Jie Bian, Vincent Y. F. Tan:
Indexed Minimum Empirical Divergence-Based Algorithms for Linear Bandits. Trans. Mach. Learn. Res. 2024 (2024) - [j120]Recep Can Yavas, Vincent Y. F. Tan:
Fixed-Budget Best-Arm Identification in Sparse Linear Bandits. Trans. Mach. Learn. Res. 2024 (2024) - [c161]Yujun Shi, Chuhui Xue, Jun Hao Liew, Jiachun Pan, Hanshu Yan, Wenqing Zhang, Vincent Y. F. Tan, Song Bai:
DragDiffusion: Harnessing Diffusion Models for Interactive Point-Based Image Editing. CVPR 2024: 8839-8849 - [c160]Zhirui Chen, P. N. Karthik, Yeow Meng Chee, Vincent Y. F. Tan:
Fixed-Budget Differentially Private Best Arm Identification. ICLR 2024 - [c159]Jiachun Pan, Jun Hao Liew, Vincent Y. F. Tan, Jiashi Feng, Hanshu Yan:
AdjointDPM: Adjoint Sensitivity Method for Gradient Backpropagation of Diffusion Probabilistic Models. ICLR 2024 - [c158]Seung-Hyun Nam, Vincent Y. F. Tan, Si-Hyeon Lee:
Optimal Private Discrete Distribution Estimation with One-Bit Communication. ISIT 2024: 593-598 - [c157]Kota Srinivas Reddy, P. N. Karthik, Vincent Y. F. Tan:
Best Arm Identification with Arm Erasures. ISIT 2024: 2293-2298 - [c156]Shuche Wang, Vincent Y. F. Tan:
Robust Distributed Gradient Descent to Corruption over Noisy Channels. ISIT 2024: 2520-2525 - [c155]Yuting Feng, Vincent Y. F. Tan, Bogdan Cautis:
Influence Maximization via Graph Neural Bandits. KDD 2024: 771-781 - [i185]Zhirui Chen, P. N. Karthik, Yeow Meng Chee, Vincent Y. F. Tan:
Fixed-Budget Differentially Private Best Arm Identification. CoRR abs/2401.09073 (2024) - [i184]Recep Can Yavas, Vincent Y. F. Tan:
Variable-Length Feedback Codes over Known and Unknown Channels with Non-vanishing Error Probabilities. CoRR abs/2401.16726 (2024) - [i183]Junwen Yang, Tianyuan Jin, Vincent Y. F. Tan:
Multi-Armed Bandits with Abstention. CoRR abs/2402.15127 (2024) - [i182]Yanyan Dong, Vincent Y. F. Tan:
Adversarial Combinatorial Bandits with Switching Costs. CoRR abs/2404.01883 (2024) - [i181]Yujun Shi, Jun Hao Liew, Hanshu Yan, Vincent Y. F. Tan, Jiashi Feng:
InstaDrag: Lightning Fast and Accurate Drag-based Image Editing Emerging from Videos. CoRR abs/2405.13722 (2024) - [i180]Jie Bian, Vincent Y. F. Tan:
Indexed Minimum Empirical Divergence-Based Algorithms for Linear Bandits. CoRR abs/2405.15200 (2024) - [i179]Jieao Zhu, Vincent Y. F. Tan, Linglong Dai:
MIMO Capacity Analysis and Channel Estimation for Electromagnetic Information Theory. CoRR abs/2406.04881 (2024) - [i178]Zhirui Chen, Vincent Y. F. Tan:
Order-Optimal Instance-Dependent Bounds for Offline Reinforcement Learning with Preference Feedback. CoRR abs/2406.12205 (2024) - [i177]Yuting Feng, Vincent Y. F. Tan, Bogdan Cautis:
Influence Maximization via Graph Neural Bandits. CoRR abs/2406.12835 (2024) - [i176]Shuche Wang, Vincent Y. F. Tan:
A Mirror Descent-Based Algorithm for Corruption-Tolerant Distributed Gradient Descent. CoRR abs/2407.14111 (2024) - [i175]Adarsh Barik, Anand Krishna, Vincent Y. F. Tan:
LEARN: An Invex Loss for Outlier Oblivious Robust Online Optimization. CoRR abs/2408.06297 (2024) - [i174]Adarsh Barik, Anand Krishna, Vincent Y. F. Tan:
A Sample Efficient Alternating Minimization-based Algorithm For Robust Phase Retrieval. CoRR abs/2409.04733 (2024) - [i173]Recep Can Yavas, Yuqi Huang, Vincent Y. F. Tan, Jonathan Scarlett:
A General Framework for Clustering and Distribution Matching with Bandit Feedback. CoRR abs/2409.05072 (2024) - [i172]Junwen Yang, Vincent Y. F. Tan, Tianyuan Jin:
Best Arm Identification with Minimal Regret. CoRR abs/2409.18909 (2024) - 2023
- [j119]Arnab Bhattacharyya, Sutanu Gayen, Eric Price, Vincent Y. F. Tan, N. V. Vinodchandran:
Near-Optimal Learning of Tree-Structured Distributions by Chow and Liu. SIAM J. Comput. 52(3): 761-793 (2023) - [j118]Jiachun Pan, Yonglong Li, Vincent Y. F. Tan:
Asymptotic Nash Equilibrium for the M-Ary Sequential Adversarial Hypothesis Testing Game. IEEE Trans. Inf. Forensics Secur. 18: 831-845 (2023) - [j117]Qiaosheng Eric Zhang, Vincent Y. F. Tan:
Exact Recovery in the General Hypergraph Stochastic Block Model. IEEE Trans. Inf. Theory 69(1): 453-471 (2023) - [j116]Fengzhuo Zhang, Anshoo Tandon, Vincent Y. F. Tan:
Active-LATHE: An Active Learning Algorithm for Boosting the Error Exponent for Learning Homogeneous Ising Trees. IEEE Trans. Inf. Theory 69(4): 2537-2555 (2023) - [j115]Yunlong Hou, Vincent Y. F. Tan, Zixin Zhong:
Almost Optimal Variance-Constrained Best Arm Identification. IEEE Trans. Inf. Theory 69(4): 2603-2634 (2023) - [j114]P. N. Karthik, Kota Srinivas Reddy, Vincent Y. F. Tan:
Best Arm Identification in Restless Markov Multi-Armed Bandits. IEEE Trans. Inf. Theory 69(5): 3240-3262 (2023) - [j113]Qiaosheng Eric Zhang, Vincent Y. F. Tan:
Covert Communication With Mismatched Decoders. IEEE Trans. Inf. Theory 69(7): 4163-4177 (2023) - [j112]Zixin Zhong, Wang Chi Cheung, Vincent Y. F. Tan:
Achieving the Pareto Frontier of Regret Minimization and Best Arm Identification in Multi-Armed Bandits. Trans. Mach. Learn. Res. 2023 (2023) - [j111]Yi Wei, Zixin Zhong, Vincent Y. F. Tan:
Fast Beam Alignment via Pure Exploration in Multi-Armed Bandits. IEEE Trans. Wirel. Commun. 22(5): 3264-3279 (2023) - [c154]Srinivas Reddy Kota, P. N. Karthik, Vincent Y. F. Tan:
Almost Cost-Free Communication in Federated Best Arm Identification. AAAI 2023: 8378-8385 - [c153]Haiyun He, Gholamali Aminian, Yuheng Bu, Miguel R. D. Rodrigues, Vincent Y. F. Tan:
How Does Pseudo-Labeling Affect the Generalization Error of the Semi-Supervised Gibbs Algorithm? AISTATS 2023: 8494-8520 - [c152]Xiaochen Zhu, Vincent Y. F. Tan, Xiaokui Xiao:
Blink: Link Local Differential Privacy in Graph Neural Networks via Bayesian Estimation. CCS 2023: 2651-2664 - [c151]Jiawei Du, Yidi Jiang, Vincent Y. F. Tan, Joey Tianyi Zhou, Haizhou Li:
Minimizing the Accumulated Trajectory Error to Improve Dataset Distillation. CVPR 2023: 3749-3758 - [c150]Yujun Shi, Jian Liang, Wenqing Zhang, Vincent Y. F. Tan, Song Bai:
Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning. ICLR 2023 - [c149]Yunlong Hou, Vincent Y. F. Tan, Zixin Zhong:
Probably Anytime-Safe Stochastic Combinatorial Semi-Bandits. ICML 2023: 13353-13409 - [c148]Prathamesh Mayekar, Jonathan Scarlett, Vincent Y. F. Tan:
Communication-Constrained Bandits under Additive Gaussian Noise. ICML 2023: 24236-24250 - [c147]Shuche Wang, Van Khu Vu, Vincent Y. F. Tan:
Codes for Correcting t Limited-Magnitude Sticky Deletions. ISIT 2023: 1148-1153 - [c146]Elizabeth Z. C. Tan, Caroline Chaux, Emmanuel Soubies, Vincent Y. F. Tan:
Deep Unrolling for Nonconvex Robust Principal Component Analysis. MLSP 2023: 1-6 - [c145]Fengzhuo Zhang, Vincent Y. F. Tan, Zhaoran Wang, Zhuoran Yang:
Learning Regularized Monotone Graphon Mean-Field Games. NeurIPS 2023 - [i171]Shuche Wang, Van Khu Vu, Vincent Y. F. Tan:
Codes for Correcting Asymmetric Adjacent Transpositions and Deletions. CoRR abs/2301.11680 (2023) - [i170]Yunlong Hou, Vincent Y. F. Tan, Zixin Zhong:
Probably Anytime-Safe Stochastic Combinatorial Semi-Bandits. CoRR abs/2301.13393 (2023) - [i169]Shuche Wang, Van Khu Vu, Vincent Y. F. Tan:
Codes for Correcting t Limited-Magnitude Sticky Deletions. CoRR abs/2302.02754 (2023) - [i168]Prathamesh Mayekar, Jonathan Scarlett, Vincent Y. F. Tan:
Communication-Constrained Bandits under Additive Gaussian Noise. CoRR abs/2304.12680 (2023) - [i167]Yujun Shi, Chuhui Xue, Jiachun Pan, Wenqing Zhang, Vincent Y. F. Tan, Song Bai:
DragDiffusion: Harnessing Diffusion Models for Interactive Point-based Image Editing. CoRR abs/2306.14435 (2023) - [i166]Elizabeth Z. C. Tan, Caroline Chaux, Emmanuel Soubies, Vincent Y. F. Tan:
Deep Unrolling for Nonconvex Robust Principal Component Analysis. CoRR abs/2307.05893 (2023) - [i165]Jiachun Pan, Jun Hao Liew, Vincent Y. F. Tan, Jiashi Feng, Hanshu Yan:
AdjointDPM: Adjoint Sensitivity Method for Gradient Backpropagation of Diffusion Probabilistic Models. CoRR abs/2307.10711 (2023) - [i164]Xiaochen Zhu, Vincent Y. F. Tan, Xiaokui Xiao:
Blink: Link Local Differential Privacy in Graph Neural Networks via Bayesian Estimation. CoRR abs/2309.03190 (2023) - [i163]Fengzhuo Zhang, Vincent Y. F. Tan, Zhaoran Wang, Zhuoran Yang:
Learning Regularized Monotone Graphon Mean-Field Games. CoRR abs/2310.08089 (2023) - [i162]Seung-Hyun Nam, Vincent Y. F. Tan, Si-Hyeon Lee:
Optimal Private Discrete Distribution Estimation with One-bit Communication. CoRR abs/2310.11005 (2023) - [i161]P. N. Karthik, Vincent Y. F. Tan, Arpan Mukherjee, Ali Tajer:
Optimal Best Arm Identification with Fixed Confidence in Restless Bandits. CoRR abs/2310.13393 (2023) - [i160]Fengzhuo Zhang, Vincent Y. F. Tan, Zhaoran Wang, Zhuoran Yang:
Learning Regularized Graphon Mean-Field Games with Unknown Graphons. CoRR abs/2310.17531 (2023) - [i159]Recep Can Yavas, Vincent Y. F. Tan:
Fixed-Budget Best-Arm Identification in Sparse Linear Bandits. CoRR abs/2311.00481 (2023) - [i158]Jiachun Pan, Hanshu Yan, Jun Hao Liew, Jiashi Feng, Vincent Y. F. Tan:
Towards Accurate Guided Diffusion Sampling through Symplectic Adjoint Method. CoRR abs/2312.12030 (2023) - 2022
- [j110]Lei Yu, Vincent Y. F. Tan:
Common Information, Noise Stability, and Their Extensions. Found. Trends Commun. Inf. Theory 19(2): 107-389 (2022) - [j109]Haiyun He, Hanshu Yan, Vincent Y. F. Tan:
Information-Theoretic Characterization of the Generalization Error for Iterative Semi-Supervised Learning. J. Mach. Learn. Res. 23: 287:1-287:52 (2022) - [j108]Nicolas Gillis, Le Thi Khanh Hien, Valentin Leplat, Vincent Y. F. Tan:
Distributionally Robust and Multi-Objective Nonnegative Matrix Factorization. IEEE Trans. Pattern Anal. Mach. Intell. 44(8): 4052-4064 (2022) - [j107]Yuta Sakai, Vincent Y. F. Tan:
On Smooth Rényi Entropies: A Novel Information Measure, One-Shot Coding Theorems, and Asymptotic Expansions. IEEE Trans. Inf. Theory 68(3): 1496-1531 (2022) - [j106]Jiachun Pan, Yonglong Li, Vincent Y. F. Tan:
Asymptotics of Sequential Composite Hypothesis Testing Under Probabilistic Constraints. IEEE Trans. Inf. Theory 68(8): 4998-5012 (2022) - [j105]Zexin Wang, Vincent Y. F. Tan, Jonathan Scarlett:
Tight Regret Bounds for Noisy Optimization of a Brownian Motion. IEEE Trans. Signal Process. 70: 1072-1087 (2022) - [j104]Qiaosheng Eric Zhang, Geewon Suh, Changho Suh, Vincent Y. F. Tan:
Mc2g: An Efficient Algorithm for Matrix Completion With Social and Item Similarity Graphs. IEEE Trans. Signal Process. 70: 2681-2697 (2022) - [c144]Joel Q. L. Chang, Vincent Y. F. Tan:
A Unifying Theory of Thompson Sampling for Continuous Risk-Averse Bandits. AAAI 2022: 6159-6166 - [c143]Yujun Shi, Kuangqi Zhou, Jian Liang, Zihang Jiang, Jiashi Feng, Philip H. S. Torr, Song Bai, Vincent Y. F. Tan:
Mimicking the Oracle: An Initial Phase Decorrelation Approach for Class Incremental Learning. CVPR 2022: 16701-16710 - [c142]Jiawei Du, Hanshu Yan, Jiashi Feng, Joey Tianyi Zhou, Liangli Zhen, Rick Siow Mong Goh, Vincent Y. F. Tan:
Efficient Sharpness-aware Minimization for Improved Training of Neural Networks. ICLR 2022 - [c141]Hanshu Yan, Jingfeng Zhang, Jiashi Feng, Masashi Sugiyama, Vincent Y. F. Tan:
Towards Adversarially Robust Deep Image Denoising. IJCAI 2022: 1516-1522 - [c140]Vincent Y. F. Tan, Prashanth L. A., Krishna P. Jagannathan:
A Survey of Risk-Aware Multi-Armed Bandits. IJCAI 2022: 5623-5629 - [c139]Qiaosheng Eric Zhang, Vincent Y. F. Tan:
Covert Communication with Mismatched Decoders. ISIT 2022: 312-317 - [c138]Yi Wei, Zixin Zhong, Vincent Y. F. Tan, Chan Wang:
Fast Beam Alignment via Pure Exploration in Multi-armed Bandits. ISIT 2022: 1886-1891 - [c137]Jiachun Pan, Yonglong Li, Vincent Y. F. Tan:
Asymptotic Nash Equilibrium for the Sequential Adversarial Hypothesis Testing Game. ISIT 2022: 2946-2951 - [c136]Shuche Wang, Van Khu Vu, Vincent Y. F. Tan:
Codes for the Asymmetric Damerau-Levenshtein Distance. ITW 2022: 558-563 - [c135]Fengzhuo Zhang, Anshoo Tandon, Vincent Y. F. Tan:
Active-LATHE: An Active Learning Algorithm for Boosting the Error Exponent for Learning Homogeneous Ising Trees. ITW 2022: 594-599 - [c134]Karthik Periyapattana Narayana Prasad, Kota Srinivas Reddy, Vincent Y. F. Tan:
Best Restless Markov Arm Identification. ITW 2022: 648-653 - [c133]Jiawei Du, Daquan Zhou, Jiashi Feng, Vincent Y. F. Tan, Joey Tianyi Zhou:
Sharpness-Aware Training for Free. NeurIPS 2022 - [c132]Junwen Yang, Vincent Y. F. Tan:
Minimax Optimal Fixed-Budget Best Arm Identification in Linear Bandits. NeurIPS 2022 - [c131]Fengzhuo Zhang, Boyi Liu, Kaixin Wang, Vincent Y. F. Tan, Zhuoran Yang, Zhaoran Wang:
Relational Reasoning via Set Transformers: Provable Efficiency and Applications to MARL. NeurIPS 2022 - [i157]Hanshu Yan, Jingfeng Zhang, Jiashi Feng, Masashi Sugiyama, Vincent Y. F. Tan:
Towards Adversarially Robust Deep Image Denoising. CoRR abs/2201.04397 (2022) - [i156]Yunlong Hou, Vincent Y. F. Tan, Zixin Zhong:
Almost Optimal Variance-Constrained Best Arm Identification. CoRR abs/2201.10142 (2022) - [i155]Junwen Yang, Zixin Zhong, Vincent Y. F. Tan:
Optimal Clustering with Bandit Feedback. CoRR abs/2202.04294 (2022) - [i154]P. N. Karthik, Kota Srinivas Reddy, Vincent Y. F. Tan:
Best Arm Identification in Restless Markov Multi-Armed Bandits. CoRR abs/2203.15236 (2022) - [i153]Vincent Y. F. Tan, Prashanth L. A., Krishna P. Jagannathan:
A Survey of Risk-Aware Multi-Armed Bandits. CoRR abs/2205.05843 (2022) - [i152]Jiawei Du, Daquan Zhou, Jiashi Feng, Vincent Y. F. Tan, Joey Tianyi Zhou:
Sharpness-Aware Training for Free. CoRR abs/2205.14083 (2022) - [i151]Jiachun Pan, Yonglong Li, Vincent Y. F. Tan:
Asymptotic Nash Equilibrium for the M-ary Sequential Adversarial Hypothesis Testing Game. CoRR abs/2206.09620 (2022) - [i150]Kota Srinivas Reddy, P. N. Karthik, Vincent Y. F. Tan:
Almost Cost-Free Communication in Federated Best Arm Identification. CoRR abs/2208.09215 (2022) - [i149]Fengzhuo Zhang, Boyi Liu, Kaixin Wang, Vincent Y. F. Tan, Zhuoran Yang, Zhaoran Wang:
Relational Reasoning via Set Transformers: Provable Efficiency and Applications to MARL. CoRR abs/2209.09845 (2022) - [i148]Yujun Shi, Jian Liang, Wenqing Zhang, Vincent Y. F. Tan, Song Bai:
Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning. CoRR abs/2210.00226 (2022) - [i147]Zhirui Chen, P. N. Karthik, Vincent Y. F. Tan, Yeow Meng Chee:
Federated Best Arm Identification with Heterogeneous Clients. CoRR abs/2210.07780 (2022) - [i146]Haiyun He, Gholamali Aminian, Yuheng Bu, Miguel R. D. Rodrigues, Vincent Y. F. Tan:
How Does Pseudo-Labeling Affect the Generalization Error of the Semi-Supervised Gibbs Algorithm? CoRR abs/2210.08188 (2022) - [i145]Yi Wei, Zixin Zhong, Vincent Y. F. Tan:
Fast Beam Alignment via Pure Exploration in Multi-armed Bandits. CoRR abs/2210.12625 (2022) - [i144]Lei Yu, Vincent Y. F. Tan:
Common Information, Noise Stability, and Their Extensions. CoRR abs/2211.01788 (2022) - [i143]Jiawei Du, Yidi Jiang, Vincent Y. F. Tan, Joey Tianyi Zhou, Haizhou Li:
Minimizing the Accumulated Trajectory Error to Improve Dataset Distillation. CoRR abs/2211.11004 (2022) - 2021
- [j103]Zixin Zhong, Wang Chi Chueng, Vincent Y. F. Tan:
Thompson Sampling Algorithms for Cascading Bandits. J. Mach. Learn. Res. 22: 218:1-218:66 (2021) - [j102]Sandra S. Y. Tan, Antonios Varvitsiotis, Vincent Y. F. Tan:
Analysis of Optimization Algorithms via Sum-of-Squares. J. Optim. Theory Appl. 190(1): 56-81 (2021) - [j101]Vincent Y. F. Tan, Yao Xie:
Editorial. IEEE J. Sel. Areas Inf. Theory 2(2): 492-493 (2021) - [j100]Ting Cai, Vincent Y. F. Tan, Cédric Févotte:
Adversarially-Trained Nonnegative Matrix Factorization. IEEE Signal Process. Lett. 28: 1415-1419 (2021) - [j99]Lei Yu, Vincent Y. F. Tan:
On Non-Interactive Simulation of Binary Random Variables. IEEE Trans. Inf. Theory 67(4): 2528-2538 (2021) - [j98]Yonglong Li, Vincent Y. F. Tan:
On the Capacity of Channels With Deletions and States. IEEE Trans. Inf. Theory 67(5): 2663-2679 (2021) - [j97]Mahdi Haghifam, Vincent Y. F. Tan, Ashish Khisti:
Sequential Classification With Empirically Observed Statistics. IEEE Trans. Inf. Theory 67(5): 3095-3113 (2021) - [j96]Qiaosheng Eric Zhang, Vincent Y. F. Tan:
Covert Identification Over Binary-Input Discrete Memoryless Channels. IEEE Trans. Inf. Theory 67(8): 5387-5403 (2021) - [j95]Sadaf Salehkalaibar, Mohammad Hossein Yassaee, Vincent Y. F. Tan, Mehrasa Ahmadipour:
State Masking Over a Two-State Compound Channel. IEEE Trans. Inf. Theory 67(9): 5651-5673 (2021) - [j94]Haiyun He, Qiaosheng Eric Zhang, Vincent Y. F. Tan:
Optimal Change-Point Detection With Training Sequences in the Large and Moderate Deviations Regimes. IEEE Trans. Inf. Theory 67(10): 6758-6784 (2021) - [j93]Yuta Sakai, Recep Can Yavas, Vincent Y. F. Tan:
Third-Order Asymptotics of Variable-Length Compression Allowing Errors. IEEE Trans. Inf. Theory 67(12): 7708-7722 (2021) - [j92]Qiaosheng Eric Zhang, Vincent Y. F. Tan, Changho Suh:
Community Detection and Matrix Completion With Social and Item Similarity Graphs. IEEE Trans. Signal Process. 69: 917-931 (2021) - [j91]Dana Lahat, Yanbin Lang, Vincent Y. F. Tan, Cédric Févotte:
Positive Semidefinite Matrix Factorization: A Connection With Phase Retrieval and Affine Rank Minimization. IEEE Trans. Signal Process. 69: 3059-3074 (2021) - [c130]Eugene T. Y. Ang, Mila Nambiar, Yong Sheng Soh, Vincent Y. F. Tan:
An Interpretable Intensive Care Unit Mortality Risk Calculator. EMBC 2021: 4152-4158 - [c129]Anshoo Tandon, Aldric H. J. Han, Vincent Y. F. Tan:
SGA: A Robust Algorithm for Partial Recovery of Tree-Structured Graphical Models with Noisy Samples. ICML 2021: 10107-10117 - [c128]Hanshu Yan, Jingfeng Zhang, Gang Niu, Jiashi Feng, Vincent Y. F. Tan, Masashi Sugiyama:
CIFS: Improving Adversarial Robustness of CNNs via Channel-wise Importance-based Feature Selection. ICML 2021: 11693-11703 - [c127]Zixin Zhong, Wang Chi Cheung, Vincent Y. F. Tan:
Probabilistic Sequential Shrinking: A Best Arm Identification Algorithm for Stochastic Bandits with Corruptions. ICML 2021: 12772-12781 - [c126]Jiachun Pan, Yonglong Li, Vincent Y. F. Tan:
Asymptotics of Sequential Composite Hypothesis Testing under Probabilistic Constraints. ISIT 2021: 172-177 - [c125]Yonglong Li, Vincent Y. F. Tan:
On the Feed-Forward Rate-Distortion Function for Stationary and Ergodic Sources. ISIT 2021: 2756-2761 - [c124]Yonglong Li, Vincent Y. F. Tan, Marco Tomamichel:
Optimal Adaptive Strategies for Sequential Quantum Hypothesis Testing. ITW 2021: 1-6 - [c123]Sadaf Salehkalaibar, Vincent Y. F. Tan:
Distributed Sequential Hypothesis Testing With Zero-Rate Compression. ITW 2021: 1-5 - [c122]Fengzhuo Zhang, Vincent Y. F. Tan:
Robustifying Algorithms of Learning Latent Trees with Vector Variables. NeurIPS 2021: 2292-2302 - [i142]Anshoo Tandon, Aldric H. J. Yuan, Vincent Y. F. Tan:
SGA: A Robust Algorithm for Partial Recovery of Tree-Structured Graphical Models with Noisy Samples. CoRR abs/2101.08917 (2021) - [i141]Hanshu Yan, Jingfeng Zhang, Gang Niu, Jiashi Feng, Vincent Y. F. Tan, Masashi Sugiyama:
CIFS: Improving Adversarial Robustness of CNNs via Channel-wise Importance-based Feature Selection. CoRR abs/2102.05311 (2021) - [i140]Ting Cai, Vincent Y. F. Tan, Cédric Févotte:
Adversarially-Trained Nonnegative Matrix Factorization. CoRR abs/2104.04757 (2021) - [i139]Yonglong Li, Vincent Y. F. Tan, Marco Tomamichel:
Optimal Adaptive Strategies for Sequential Quantum Hypothesis Testing. CoRR abs/2104.14706 (2021) - [i138]Qiaosheng Eric Zhang, Vincent Y. F. Tan:
Exact Recovery in the General Hypergraph Stochastic Block Model. CoRR abs/2105.04770 (2021) - [i137]Junwen Yang, Vincent Y. F. Tan:
Towards Minimax Optimal Best Arm Identification in Linear Bandits. CoRR abs/2105.13017 (2021) - [i136]Fengzhuo Zhang, Vincent Y. F. Tan:
Robustifying Algorithms of Learning Latent Trees with Vector Variables. CoRR abs/2106.00885 (2021) - [i135]Jiachun Pan, Yonglong Li, Vincent Y. F. Tan:
Asymptotics of Sequential Composite Hypothesis Testing under Probabilistic Constraints. CoRR abs/2106.00896 (2021) - [i134]Joel Q. L. Chang, Vincent Y. F. Tan:
A Unifying Theory of Thompson Sampling for Continuous Risk-Averse Bandits. CoRR abs/2108.11345 (2021) - [i133]Sadaf Salehkalaibar, Vincent Y. F. Tan:
Distributed Sequential Hypothesis Testing With Zero-Rate Compression. CoRR abs/2109.08614 (2021) - [i132]Haiyun He, Hanshu Yan, Vincent Y. F. Tan:
Information-Theoretic Generalization Bounds for Iterative Semi-Supervised Learning. CoRR abs/2110.00926 (2021) - [i131]Jiawei Du, Hanshu Yan, Jiashi Feng, Joey Tianyi Zhou, Liangli Zhen, Rick Siow Mong Goh, Vincent Y. F. Tan:
Efficient Sharpness-aware Minimization for Improved Training of Neural Networks. CoRR abs/2110.03141 (2021) - [i130]Zixin Zhong, Wang Chi Cheung, Vincent Y. F. Tan:
On the Pareto Frontier of Regret Minimization and Best Arm Identification in Stochastic Bandits. CoRR abs/2110.08627 (2021) - [i129]Fengzhuo Zhang, Anshoo Tandon, Vincent Y. F. Tan:
Active-LATHE: An Active Learning Algorithm for Boosting the Error Exponent for Learning Homogeneous Ising Trees. CoRR abs/2110.14341 (2021) - [i128]Qiaosheng Eric Zhang, Vincent Y. F. Tan:
Covert Communication With Mismatched Decoders. CoRR abs/2111.05665 (2021) - [i127]Yujun Shi, Kuangqi Zhou, Jian Liang, Zihang Jiang, Jiashi Feng, Philip H. S. Torr, Song Bai, Vincent Y. F. Tan:
Mimicking the Oracle: An Initial Phase Decorrelation Approach for Class Incremental Learning. CoRR abs/2112.04731 (2021) - 2020
- [j90]Anshoo Tandon, Vincent Y. F. Tan, Shiyao Zhu:
Exact Asymptotics for Learning Tree-Structured Graphical Models With Side Information: Noiseless and Noisy Samples. IEEE J. Sel. Areas Inf. Theory 1(3): 760-776 (2020) - [j89]Daming Cao, Vincent Y. F. Tan:
Exact Error and Erasure Exponents for the Asymmetric Broadcast Channel. IEEE Trans. Inf. Theory 66(2): 865-885 (2020) - [j88]Lei Yu, Vincent Y. F. Tan:
Corrections to "Wyner's Common Information Under Rényi Divergence Measures". IEEE Trans. Inf. Theory 66(4): 2599-2608 (2020) - [j87]Lei Yu, Vincent Y. F. Tan:
Exact Channel Synthesis. IEEE Trans. Inf. Theory 66(5): 2799-2818 (2020) - [j86]Lei Yu, Vincent Y. F. Tan:
On Exact and ∞-Rényi Common Informations. IEEE Trans. Inf. Theory 66(6): 3366-3406 (2020) - [j85]Haiyun He, Lin Zhou, Vincent Y. F. Tan:
Distributed Detection With Empirically Observed Statistics. IEEE Trans. Inf. Theory 66(7): 4349-4367 (2020) - [j84]Yuta Sakai, Vincent Y. F. Tan, Mladen Kovacevic:
Second- and Third-Order Asymptotics of the Continuous-Time Poisson Channel. IEEE Trans. Inf. Theory 66(8): 4742-4760 (2020) - [j83]Yonglong Li, Vincent Y. F. Tan:
Second-Order Asymptotics of Sequential Hypothesis Testing. IEEE Trans. Inf. Theory 66(11): 7222-7230 (2020) - [j82]Yuta Sakai, Vincent Y. F. Tan:
Variable-Length Source Dispersions Differ Under Maximum and Average Error Criteria. IEEE Trans. Inf. Theory 66(12): 7565-7587 (2020) - [j81]Anshoo Tandon, Vincent Y. F. Tan, Lav R. Varshney:
The Bee-Identification Error Exponent With Absentee Bees. IEEE Trans. Inf. Theory 66(12): 7602-7614 (2020) - [j80]Kang-Hee Cho, Si-Hyeon Lee, Vincent Y. F. Tan:
Throughput Scaling of Covert Communication Over Wireless Adhoc Networks. IEEE Trans. Inf. Theory 66(12): 7684-7701 (2020) - [c121]Saurabh Khanna, Vincent Y. F. Tan:
Economy Statistical Recurrent Units For Inferring Nonlinear Granger Causality. ICLR 2020 - [c120]Hanshu Yan, Jiawei Du, Vincent Y. F. Tan, Jiashi Feng:
On Robustness of Neural Ordinary Differential Equations. ICLR 2020 - [c119]Zixin Zhong, Wang Chi Cheung, Vincent Y. F. Tan:
Best Arm Identification for Cascading Bandits in the Fixed Confidence Setting. ICML 2020: 11481-11491 - [c118]Qiuyu Zhu, Vincent Y. F. Tan:
Thompson Sampling Algorithms for Mean-Variance Bandits. ICML 2020: 11599-11608 - [c117]Yonglong Li, Vincent Y. F. Tan:
Second-Order Asymptotics of Sequential Hypothesis Testing. ISIT 2020: 1295-1300 - [c116]Jiachun Pan, Yonglong Li, Vincent Y. F. Tan, Yonina C. Eldar:
On the Error Exponent of Approximate Sufficient Statistics for M-ary Hypothesis Testing. ISIT 2020: 1313-1318 - [c115]Yonglong Li, Vincent Y. F. Tan:
On the Capacity of Deletion Channels with States. ISIT 2020: 2114-2119 - [c114]Yuta Sakai, Vincent Y. F. Tan:
Variable-Length Source Dispersions Differ under Maximum and Average Error Criteria. ISIT 2020: 2155-2160 - [c113]Yuta Sakai, Vincent Y. F. Tan:
On the Second- and Third-Order Asymptotics of Smooth Rényi Entropy and Their Applications. ISIT 2020: 2280-2285 - [c112]Qiaosheng Eric Zhang, Vincent Y. F. Tan, Changho Suh:
Achievability Bounds for Community Detection and Matrix Completion with Two-Sided Graph Side-Information. ISIT 2020: 2480-2485 - [c111]Anshoo Tandon, Vincent Y. F. Tan, Lav R. Varshney:
Bee-Identification Error Exponent with Absentee Bees. ISIT 2020: 2891-2896 - [c110]Yuta Sakai, Vincent Y. F. Tan:
Third-Order Asymptotics of Variable-Length Compression Allowing Errors. ISITA 2020: 76-80 - [c109]Haiyun He, Qiaosheng Eric Zhang, Vincent Y. F. Tan:
Optimal Resolution of Change-Point Detection with Empirically Observed Statistics and Erasures. ISITA 2020: 582-586 - [i126]Yonglong Li, Vincent Y. F. Tan:
Second-Order Asymptotics of Sequential Hypothesis Testing. CoRR abs/2001.04598 (2020) - [i125]Zixin Zhong, Wang Chi Cheung, Vincent Y. F. Tan:
Best Arm Identification for Cascading Bandits in the Fixed Confidence Setting. CoRR abs/2001.08655 (2020) - [i124]Zexin Wang, Vincent Y. F. Tan, Jonathan Scarlett:
Tight Regret Bounds for Noisy Optimization of a Brownian Motion. CoRR abs/2001.09327 (2020) - [i123]Qiuyu Zhu, Vincent Y. F. Tan:
Thompson Sampling Algorithms for Mean-Variance Bandits. CoRR abs/2002.00232 (2020) - [i122]Yuta Sakai, Vincent Y. F. Tan:
Asymptotic Expansions of Smooth Rényi Entropies and Their Applications. CoRR abs/2003.05545 (2020) - [i121]Haiyun He, Qiaosheng Eric Zhang, Vincent Y. F. Tan:
Optimal Resolution of Change-Point Detection with Empirically Observed Statistics and Erasures. CoRR abs/2003.06511 (2020) - [i120]Anshoo Tandon, Vincent Y. F. Tan, Shiyao Zhu:
Exact Asymptotics for Learning Tree-Structured Graphical Models with Side Information: Noiseless and Noisy Samples. CoRR abs/2005.04354 (2020) - [i119]Qiaosheng Eric Zhang, Geewon Suh, Changho Suh, Vincent Y. F. Tan:
MC2G: An Efficient Algorithm for Matrix Completion with Social and Item Similarity Graphs. CoRR abs/2006.04373 (2020) - [i118]Yuta Sakai, Vincent Y. F. Tan:
Third-Order Asymptotics of Variable-Length Compression Allowing Errors. CoRR abs/2007.05147 (2020) - [i117]Dana Lahat, Yanbin Lang, Vincent Y. F. Tan, Cédric Févotte:
Positive Semidefinite Matrix Factorization: A Connection with Phase Retrieval and Affine Rank Minimization. CoRR abs/2007.12364 (2020) - [i116]Qiaosheng Eric Zhang, Vincent Y. F. Tan:
Covert Identification over Binary-Input Memoryless Channels. CoRR abs/2007.13333 (2020) - [i115]Jiachun Pan, Yonglong Li, Vincent Y. F. Tan, Yonina C. Eldar:
On the Error Exponent of Approximate Sufficient Statistics for M-ary Hypothesis Testing. CoRR abs/2008.07693 (2020) - [i114]Zixin Zhong, Wang Chi Cheung, Vincent Y. F. Tan:
Probabilistic Sequential Shrinking: A Best Arm Identification Algorithm for Stochastic Bandits with Corruptions. CoRR abs/2010.07904 (2020) - [i113]Joel Q. L. Chang, Qiuyu Zhu, Vincent Y. F. Tan:
Risk-Constrained Thompson Sampling for CVaR Bandits. CoRR abs/2011.08046 (2020) - [i112]Sadaf Salehkalaibar, Mohammad Hossein Yassaee, Vincent Y. F. Tan, Mehrasa Ahmadipour:
State Masking Over a Two-State Compound Channel. CoRR abs/2012.01706 (2020)
2010 – 2019
- 2019
- [j79]Atefeh Gilani, Selma Belhadj Amor, Sadaf Salehkalaibar, Vincent Y. F. Tan:
Distributed Hypothesis Testing with Privacy Constraints. Entropy 21(5): 478 (2019) - [j78]Daming Cao, Lin Zhou, Vincent Y. F. Tan:
A Strong Converse Theorem for Hypothesis Testing Against Independence over a Two-Hop Network. Entropy 21(12): 1171 (2019) - [j77]Boyd Anderson, Mingqian Shi, Vincent Y. F. Tan, Ye Wang:
Mobile Gait Analysis Using Foot-Mounted UWB Sensors. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 3(3): 73:1-73:22 (2019) - [j76]Silas L. Fong, Vincent Y. F. Tan:
Strong Converse Theorems for Multimessage Networks with Tight Cut-Set Bound. Probl. Inf. Transm. 55(1): 67-100 (2019) - [j75]Mladen Kovacevic, Carol Wang, Vincent Y. F. Tan:
Fundamental Limits of Communication Over State-Dependent Channels With Feedback. IEEE Trans. Commun. 67(5): 3182-3191 (2019) - [j74]Ting-Yi Wu, Lav R. Varshney, Vincent Y. F. Tan:
On the Throughput of Channels That Wear Out. IEEE Trans. Commun. 67(8): 5311-5320 (2019) - [j73]Anshoo Tandon, Vincent Y. F. Tan, Lav R. Varshney:
The Bee-Identification Problem: Bounds on the Error Exponent. IEEE Trans. Commun. 67(11): 7405-7416 (2019) - [j72]Vincent Y. F. Tan, Si-Hyeon Lee:
Time-Division is Optimal for Covert Communication Over Some Broadcast Channels. IEEE Trans. Inf. Forensics Secur. 14(5): 1377-1389 (2019) - [j71]Lei Yu, Vincent Y. F. Tan:
Asymptotic Coupling and Its Applications in Information Theory. IEEE Trans. Inf. Theory 65(3): 1321-1344 (2019) - [j70]Lei Yu, Vincent Y. F. Tan:
Rényi Resolvability and Its Applications to the Wiretap Channel. IEEE Trans. Inf. Theory 65(3): 1862-1897 (2019) - [j69]Lin Zhou, Vincent Y. F. Tan, Mehul Motani:
The Dispersion of Mismatched Joint Source-Channel Coding for Arbitrary Sources and Additive Channels. IEEE Trans. Inf. Theory 65(4): 2234-2251 (2019) - [j68]Lin Zhou, Vincent Y. F. Tan, Mehul Motani:
Refined Asymptotics for Rate-Distortion Using Gaussian Codebooks for Arbitrary Sources. IEEE Trans. Inf. Theory 65(5): 3145-3159 (2019) - [j67]Lei Yu, Vincent Y. F. Tan:
Simulation of Random Variables Under Rényi Divergence Measures of All Orders. IEEE Trans. Inf. Theory 65(6): 3349-3383 (2019) - [j66]Ling-Hua Chang, Po-Ning Chen, Vincent Y. F. Tan, Carol Wang, Yunghsiang S. Han:
On the Maximum Size of Block Codes Subject to a Distance Criterion. IEEE Trans. Inf. Theory 65(6): 3751-3757 (2019) - [j65]Lan V. Truong, Vincent Y. F. Tan:
Moderate Deviation Asymptotics for Variable-Length Codes With Feedback. IEEE Trans. Inf. Theory 65(7): 4364-4386 (2019) - [j64]Lan V. Truong, Vincent Y. F. Tan:
The Reliability Function of Variable-Length Lossy Joint Source-Channel Coding With Feedback. IEEE Trans. Inf. Theory 65(8): 5028-5042 (2019) - [j63]Zhaoqiang Liu, Vincent Y. F. Tan:
The Informativeness of k-Means for Learning Mixture Models. IEEE Trans. Inf. Theory 65(11): 7460-7479 (2019) - [c108]Renbo Zhao, William B. Haskell, Vincent Y. F. Tan:
An Optimal Algorithm for Stochastic Three-Composite Optimization. AISTATS 2019: 428-437 - [c107]Wang Chi Cheung, Vincent Y. F. Tan, Zixin Zhong:
A Thompson Sampling Algorithm for Cascading Bandits. AISTATS 2019: 438-447 - [c106]Lin Zhou, Vincent Y. F. Tan, Mehul Motani:
Second-Order Asymptotically Optimal Statistical Classification. ISIT 2019: 231-235 - [c105]Mehrasa Ahmadipour, Sadaf Salehkalaibar, Mohammad Hossein Yassaee, Vincent Y. F. Tan:
Covert Communication Over a Compound Discrete Memoryless Channel. ISIT 2019: 982-986 - [c104]Daming Cao, Lin Zhou, Vincent Y. F. Tan:
Strong Converse for Hypothesis Testing Against Independence over a Two-Hop Network. ISIT 2019: 1994-1998 - [c103]Kang-Hee Cho, Si-Hyeon Lee, Vincent Y. F. Tan:
Throughput Scaling of Covert Communication over Wireless Adhoc Networks. ISIT 2019: 2164-2168 - [c102]Lei Yu, Vincent Y. F. Tan:
On Exact and ∞-Rényi Common Informations. ISIT 2019: 2229-2233 - [c101]Lei Yu, Vincent Y. F. Tan:
Exact Channel Synthesis. ISIT 2019: 3117-3121 - [c100]Mahdi Haghifam, Vincent Y. F. Tan, Ashish Khisti:
Sequential Classification with Empirically Observed Statistics. ITW 2019: 1-5 - [c99]Haiyun He, Lin Zhou, Vincent Y. F. Tan:
Distributed Detection with Empirically Observed Statistics. ITW 2019: 1-5 - [c98]Yuta Sakai, Mladen Kovacevic, Vincent Y. F. Tan:
Second-Order Asymptotics of the Continuous-Time Poisson Channel. ITW 2019: 1-5 - [c97]Anshoo Tandon, Vincent Y. F. Tan, Lav R. Varshney:
Random Coding Error Exponent for the Bee-Identification Problem. ITW 2019: 1-5 - [c96]Rui Xia, Vincent Y. F. Tan, Louis Filstroff, Cédric Févotte:
A Ranking Model Motivated by Nonnegative Matrix Factorization with Applications to Tennis Tournaments. ECML/PKDD (3) 2019: 187-203 - [i111]Nicolas Gillis, Le Thi Khanh Hien, Valentin Leplat, Vincent Y. F. Tan:
Distributionally Robust and Multi-Objective Nonnegative Matrix Factorization. CoRR abs/1901.10757 (2019) - [i110]Haiyun He, Lin Zhou, Vincent Y. F. Tan:
Distributed Detection with Empirically Observed Statistics. CoRR abs/1903.05819 (2019) - [i109]Rui Xia, Vincent Y. F. Tan, Louis Filstroff, Cédric Févotte:
A Ranking Model Motivated by Nonnegative Matrix Factorization with Applications to Tennis Tournaments. CoRR abs/1903.06500 (2019) - [i108]Yuta Sakai, Mladen Kovacevic, Vincent Y. F. Tan:
Second-Order Asymptotics of the Continuous-Time Poisson Channel. CoRR abs/1903.10438 (2019) - [i107]Lei Yu, Vincent Y. F. Tan:
Bounds on the Average Distance and Distance Enumerator with Applications to Non-Interactive Simulation. CoRR abs/1904.03932 (2019) - [i106]Anshoo Tandon, Vincent Y. F. Tan, Lav R. Varshney:
Error Exponent Bounds for the Bee-Identification Problem. CoRR abs/1905.07868 (2019) - [i105]Sandra S. Y. Tan, Antonios Varvitsiotis, Vincent Y. F. Tan:
Analysis of Optimization Algorithms via Sum-of-Squares. CoRR abs/1906.04648 (2019) - [i104]Hanshu Yan, Vincent Y. F. Tan, Wenhan Yang, Jiashi Feng:
Unsupervised Image Noise Modeling with Self-Consistent GAN. CoRR abs/1906.05762 (2019) - [i103]Sadaf Salehkalaibar, Mohammad Hossein Yassaee, Vincent Y. F. Tan:
Covert Communication Over a Compound Channel. CoRR abs/1906.06675 (2019) - [i102]Kang-Hee Cho, Si-Hyeon Lee, Vincent Y. F. Tan:
Throughput Scaling of Covert Communication over Wireless Adhoc Networks. CoRR abs/1906.12092 (2019) - [i101]Hanshu Yan, Jiawei Du, Vincent Y. F. Tan, Jiashi Feng:
On Robustness of Neural Ordinary Differential Equations. CoRR abs/1910.05513 (2019) - [i100]Yuta Sakai, Vincent Y. F. Tan:
Variable-Length Source Dispersions Differ under Maximum and Average Error Criteria. CoRR abs/1910.05724 (2019) - [i99]Lei Yu, Vincent Y. F. Tan:
An Improved Linear Programming Bound on the Average Distance of a Binary Code. CoRR abs/1910.09416 (2019) - [i98]Anshoo Tandon, Vincent Y. F. Tan, Lav R. Varshney:
On the Bee-Identification Error Exponent with Absentee Bees. CoRR abs/1910.10333 (2019) - [i97]Yonglong Li, Vincent Y. F. Tan:
On the Capacity of Channels with Deletions and States. CoRR abs/1911.04473 (2019) - [i96]Saurabh Khanna, Vincent Y. F. Tan:
Economy Statistical Recurrent Units For Inferring Nonlinear Granger Causality. CoRR abs/1911.09879 (2019) - [i95]Mahdi Haghifam, Vincent Y. F. Tan, Ashish Khisti:
Sequential Classification with Empirically Observed Statistics. CoRR abs/1912.01170 (2019) - [i94]Qiaosheng Eric Zhang, Vincent Y. F. Tan, Changho Suh:
Community Detection and Matrix Completion with Two-Sided Graph Side-Information. CoRR abs/1912.04099 (2019) - 2018
- [j62]Mladen Kovacevic, Vincent Y. F. Tan:
Asymptotically Optimal Codes Correcting Fixed-Length Duplication Errors in DNA Storage Systems. IEEE Commun. Lett. 22(11): 2194-2197 (2018) - [j61]Miguel R. D. Rodrigues, Helmut Bölcskei, Stark C. Draper, Yonina C. Eldar, Vincent Yan Fu Tan:
Introduction to the Issue on Information-Theoretic Methods in Data Acquisition, Analysis, and Processing. IEEE J. Sel. Top. Signal Process. 12(5): 821-824 (2018) - [j60]Mine Alsan, Ranjitha Prasad, Vincent Y. F. Tan:
Lower Bounds on the Bayes Risk of the Bayesian BTL Model With Applications to Comparison Graphs. IEEE J. Sel. Top. Signal Process. 12(5): 975-988 (2018) - [j59]Jiachun Liao, Lalitha Sankar, Vincent Y. F. Tan, Flávio du Pin Calmon:
Hypothesis Testing Under Mutual Information Privacy Constraints in the High Privacy Regime. IEEE Trans. Inf. Forensics Secur. 13(4): 1058-1071 (2018) - [j58]Masahito Hayashi, Vincent Y. F. Tan:
Minimum Rates of Approximate Sufficient Statistics. IEEE Trans. Inf. Theory 64(2): 875-888 (2018) - [j57]Silas L. Fong, Vincent Y. F. Tan, Ayfer Özgür:
On Achievable Rates of AWGN Energy-Harvesting Channels With Block Energy Arrival and Non-Vanishing Error Probabilities. IEEE Trans. Inf. Theory 64(3): 2038-2064 (2018) - [j56]Lan V. Truong, Vincent Y. F. Tan:
On Gaussian MACs With Variable-Length Feedback and Non-Vanishing Error Probabilities. IEEE Trans. Inf. Theory 64(4): 2333-2346 (2018) - [j55]Lei Yu, Vincent Y. F. Tan:
Wyner's Common Information Under Rényi Divergence Measures. IEEE Trans. Inf. Theory 64(5): 3616-3632 (2018) - [j54]Vincent Y. F. Tan, Masahito Hayashi:
Analysis of Remaining Uncertainties and Exponents Under Various Conditional Rényi Entropies. IEEE Trans. Inf. Theory 64(5): 3734-3755 (2018) - [j53]Lin Zhou, Vincent Y. F. Tan, Mehul Motani:
Achievable Moderate Deviations Asymptotics for Streaming Compression of Correlated Sources. IEEE Trans. Inf. Theory 64(5): 3756-3780 (2018) - [j52]Mladen Kovacevic, Vincent Y. F. Tan:
Codes in the Space of Multisets - Coding for Permutation Channels With Impairments. IEEE Trans. Inf. Theory 64(7): 5156-5169 (2018) - [j51]Lin Zhou, Vincent Y. F. Tan, Lei Yu, Mehul Motani:
Exponential Strong Converse for Content Identification With Lossy Recovery. IEEE Trans. Inf. Theory 64(8): 5879-5897 (2018) - [j50]Renbo Zhao, Vincent Y. F. Tan:
A Unified Convergence Analysis of the Multiplicative Update Algorithm for Regularized Nonnegative Matrix Factorization. IEEE Trans. Signal Process. 66(1): 129-138 (2018) - [j49]Renbo Zhao, William B. Haskell, Vincent Y. F. Tan:
Stochastic L-BFGS: Improved Convergence Rates and Practical Acceleration Strategies. IEEE Trans. Signal Process. 66(5): 1155-1169 (2018) - [c95]Boyd Anderson, Shenggao Zhu, Ke Yang, Jian Wang, Hugh Anderson, Chao Xu Tay, Vincent Y. F. Tan, Ye Wang:
MANA: Designing and Validating a User-Centered Mobility Analysis System. ASSETS 2018: 321-332 - [c94]Ling-Hua Chang, Carol Wang, Po-Ning Chen, Vincent Y. F. Tan, Yunghsiang S. Han:
Applications of an exact formula for the largest minimum distance of block codes. CISS 2018: 1 - [c93]Zhaoqiang Liu, Vincent Y. F. Tan:
The Informativeness of k-Means for Learning Mixture Models. ISIT 2018: 26-30 - [c92]Lei Yu, Vincent Y. F. Tan:
Wyner's Common Information under Renyi Divergence Measures. ISIT 2018: 156-160 - [c91]Carol Wang, Mladen Kovacevic, Vincent Y. F. Tan:
Error-Free Communication Over State-Dependent Channels with Variable-Length Feedback. ISIT 2018: 286-290 - [c90]Lan V. Truong, Vincent Y. F. Tan:
The Reliability Function of Lossy Source-Channel Coding of Variable-Length Codes with Feedback. ISIT 2018: 1111-1115 - [c89]Lin Zhou, Vincent Y. F. Tan, Mehul Motani:
Second-Order Asymptotics of Rate-Distortion using Gaussian Codebooks for Arbitrary Sources. ISIT 2018: 1495-1499 - [c88]Lin Zhou, Vincent Y. F. Tan, Mehul Motani:
Second-Order Asymptotics of Universal JSCC for Arbitrary Sources and Additive Channels. ISIT 2018: 1500-1504 - [c87]Daming Cao, Vincent Y. F. Tan:
Exact Error and Erasure Exponents for the Asymmetric Broadcast Channel. ISIT 2018: 1690-1694 - [c86]Selma Belhadj Amor, Atefeh Gilani, Sadaf Salehkalaibar, Vincent Y. F. Tan:
Distributed Hypothesis Testing with Privacy Constraints. ISITA 2018: 742-746 - [c85]Zhaoqiang Liu, Vincent Y. F. Tan:
Rank-One NMF-Based Initialization for NMF and Relative Error Bounds Under a Geometric Assumption. ITA 2018: 1-15 - [c84]Vincent Y. F. Tan, Si-Hyeon Lee:
Time-Division is Optimal for Covert Communication over Some Broadcast Channels. ITW 2018: 1-5 - [c83]Lei Yu, Vincent Y. F. Tan:
Simulation of Random Variables under Rényi Divergence Measures of All Orders. ITW 2018: 1-5 - [c82]Ranjitha Prasad, Vincent Y. F. Tan:
Inference Algorithms for the Multiplicative Mixture Mallows Model. SPCOM 2018: 482-486 - [c81]Mine Alsan, Zhaoqiang Liu, Vincent Y. F. Tan:
Minimax Lower Bounds for Nonnegative Matrix Factorization. SSP 2018: 363-367 - [i93]Daming Cao, Vincent Y. F. Tan:
Exact Error and Erasure Exponents for the Asymmetric Broadcast Channel. CoRR abs/1801.05112 (2018) - [i92]Lan V. Truong, Vincent Y. F. Tan:
The Optimal Compression Rate of Variable-to-Fixed Length Source Coding with a Non-Vanishing Excess-Distortion Probability. CoRR abs/1803.06786 (2018) - [i91]Lei Yu, Vincent Y. F. Tan:
Simulation of Random Variables under Rényi Divergence Measures of All Orders. CoRR abs/1805.12451 (2018) - [i90]Lin Zhou, Vincent Y. F. Tan, Mehul Motani:
Second-Order Asymptotically Optimal Statistical Classification. CoRR abs/1806.00739 (2018) - [i89]Atefeh Gilani, Selma Belhadj Amor, Sadaf Salehkalaibar, Vincent Y. F. Tan:
Distributed Hypothesis Testing with Privacy Constraints. CoRR abs/1806.02015 (2018) - [i88]Daming Cao, Lin Zhou, Vincent Y. F. Tan:
Strong Converse for Hypothesis Testing Against Independence over a Two-Hop Network. CoRR abs/1808.05366 (2018) - [i87]Mladen Kovacevic, Vincent Y. F. Tan:
Asymptotically Optimal Codes Correcting Fixed-Length Duplication Errors in DNA Storage Systems. CoRR abs/1808.10328 (2018) - [i86]Lei Yu, Vincent Y. F. Tan:
On Exact and ∞-Rényi Common Informations. CoRR abs/1810.00295 (2018) - [i85]Wang Chi Cheung, Vincent Y. F. Tan, Zixin Zhong:
Thompson Sampling for Cascading Bandits. CoRR abs/1810.01187 (2018) - [i84]Lei Yu, Vincent Y. F. Tan:
Corrections to "Wyner's Common Information under Rényi Divergence Measures". CoRR abs/1810.02534 (2018) - [i83]Lei Yu, Vincent Y. F. Tan:
Exact Channel Synthesis. CoRR abs/1810.13246 (2018) - 2017
- [j48]Silas L. Fong, Vincent Y. F. Tan:
Scaling Exponent and Moderate Deviations Asymptotics of Polar Codes for the AWGN Channel. Entropy 19(7): 364 (2017) - [j47]Eldho K. Thomas, Vincent Y. F. Tan, Alexander Vardy, Mehul Motani:
Polar Coding for the Binary Erasure Channel With Deletions. IEEE Commun. Lett. 21(4): 710-713 (2017) - [j46]Mladen Kovacevic, Vincent Y. F. Tan:
Improved Bounds on Sidon Sets via Lattice Packings of Simplices. SIAM J. Discret. Math. 31(3): 2269-2278 (2017) - [j45]Jonathan Scarlett, Vincent Y. F. Tan, Giuseppe Durisi:
The Dispersion of Nearest-Neighbor Decoding for Additive Non-Gaussian Channels. IEEE Trans. Inf. Theory 63(1): 81-92 (2017) - [j44]Masahito Hayashi, Vincent Y. F. Tan:
Equivocations, Exponents, and Second-Order Coding Rates Under Various Rényi Information Measures. IEEE Trans. Inf. Theory 63(2): 975-1005 (2017) - [j43]Lan V. Truong, Silas L. Fong, Vincent Y. F. Tan:
On Gaussian Channels With Feedback Under Expected Power Constraints and With Non-Vanishing Error Probabilities. IEEE Trans. Inf. Theory 63(3): 1746-1765 (2017) - [j42]Lin Zhou, Vincent Y. F. Tan, Mehul Motani:
Discrete Lossy Gray-Wyner Revisited: Second-Order Asymptotics, Large and Moderate Deviations. IEEE Trans. Inf. Theory 63(3): 1766-1791 (2017) - [j41]Changho Suh, Vincent Y. F. Tan, Renbo Zhao:
Adversarial Top-K Ranking. IEEE Trans. Inf. Theory 63(4): 2201-2225 (2017) - [j40]Si-Hyeon Lee, Vincent Y. F. Tan, Ashish Khisti:
Exact Moderate Deviation Asymptotics in Streaming Data Transmission. IEEE Trans. Inf. Theory 63(5): 2726-2736 (2017) - [j39]Lin Zhou, Vincent Y. F. Tan, Mehul Motani:
Second-Order and Moderate Deviations Asymptotics for Successive Refinement. IEEE Trans. Inf. Theory 63(5): 2896-2921 (2017) - [j38]Silas L. Fong, Vincent Y. F. Tan:
Achievable Rates for Gaussian Degraded Relay Channels With Non-Vanishing Error Probabilities. IEEE Trans. Inf. Theory 63(7): 4183-4201 (2017) - [j37]Silas L. Fong, Vincent Y. F. Tan:
A Tight Upper Bound on the Second-Order Coding Rate of the Parallel Gaussian Channel With Feedback. IEEE Trans. Inf. Theory 63(10): 6474-6486 (2017) - [j36]Mladen Kovacevic, Milos Stojakovic, Vincent Y. F. Tan:
Zero-Error Capacity of P-ary Shift Channels and FIFO Queues. IEEE Trans. Inf. Theory 63(12): 7698-7707 (2017) - [j35]Silas L. Fong, Vincent Y. F. Tan:
A Proof of the Strong Converse Theorem for Gaussian Broadcast Channels via the Gaussian Poincaré Inequality. IEEE Trans. Inf. Theory 63(12): 7737-7746 (2017) - [j34]Renbo Zhao, Vincent Y. F. Tan:
Online Nonnegative Matrix Factorization With Outliers. IEEE Trans. Signal Process. 65(3): 555-570 (2017) - [j33]Zhaoqiang Liu, Vincent Y. F. Tan:
Rank-One NMF-Based Initialization for NMF and Relative Error Bounds Under a Geometric Assumption. IEEE Trans. Signal Process. 65(18): 4717-4731 (2017) - [c80]Renbo Zhao, Vincent Yan Fu Tan, Huan Xu:
Online Nonnegative Matrix Factorization with General Divergences. AISTATS 2017: 37-45 - [c79]Zhaoqiang Liu, Vincent Y. F. Tan:
Relative error bounds for nonnegative matrix factorization under a geometric assumption. ICASSP 2017: 2552-2556 - [c78]Renbo Zhao, Vincent Y. F. Tan:
A unified convergence analysis of the multiplicative update algorithm for nonnegative matrix factorization. ICASSP 2017: 2562-2566 - [c77]Lei Yu, Vincent Y. F. Tan:
Rényi Resolvability and Its Applications to the Wiretap Channel. ICITS 2017: 208-233 - [c76]Lan V. Truong, Vincent Y. F. Tan:
Error exponent of the common-message broadcast channel with variable-length feedback. ISIT 2017: 186-190 - [c75]Ting-Yi Wu, Lav R. Varshney, Vincent Y. F. Tan:
Communication over a channel that wears out. ISIT 2017: 581-585 - [c74]Jiachun Liao, Lalitha Sankar, Flávio P. Calmon, Vincent Y. F. Tan:
Hypothesis testing under maximal leakage privacy constraints. ISIT 2017: 779-783 - [c73]Silas L. Fong, Vincent Y. F. Tan, Ayfer Özgür:
On achievable rates of AWGN energy-harvesting channels with block energy arrival and non-vanishing error probabilities. ISIT 2017: 814-818 - [c72]Lin Zhou, Vincent Y. F. Tan, Mehul Motani:
Strong converse for content identification with lossy recovery. ISIT 2017: 928-932 - [c71]Silas L. Fong, Vincent Y. F. Tan:
Strong converse theorems for discrete memoryless networks with tight cut-set bound. ISIT 2017: 933-937 - [c70]Si-Hyeon Lee, Vincent Y. F. Tan, Ashish Khisti:
Exact moderate deviation asymptotics in streaming data transmission. ISIT 2017: 1252-1256 - [c69]Lin Zhou, Vincent Y. F. Tan, Mehul Motani:
Achievable moderate deviations asymptotics for streaming Slepian-Wolf coding. ISIT 2017: 1262-1266 - [c68]Christopher T. Chubb, Vincent Y. F. Tan, Marco Tomamichel:
Moderate deviation analysis for classical communication over quantum channels. ISIT 2017: 1544-1548 - [c67]Mladen Kovacevic, Vincent Y. F. Tan:
Coding for the permutation channel with insertions, deletions, substitutions, and erasures. ISIT 2017: 1933-1937 - [c66]Lan V. Truong, Vincent Y. F. Tan:
On the Gaussian MAC with stop-feedback. ISIT 2017: 2303-2307 - [c65]Masahito Hayashi, Vincent Y. F. Tan:
Minimum rates of approximate sufficient statistics. ISIT 2017: 3035-3039 - [c64]Silas L. Fong, Vincent Y. F. Tan:
A tight upper bound on the second-order coding rate of parallel Gaussian channels with feedback. ITW 2017: 76-80 - [c63]Mine Alsan, Vincent Y. F. Tan:
Robust decoding schemes for polar coding over compound channels. ITW 2017: 106-110 - [c62]Mehrdad Tahmasbi, Matthieu R. Bloch, Vincent Y. F. Tan:
Error exponent for covert communications over discrete memoryless channels. ITW 2017: 304-308 - [c61]Selma Belhadj Amor, Vincent Y. F. Tan:
On the Gaussian MAC with degraded message sets and long-term power constraints. ITW 2017: 399-403 - [c60]Vincent Y. F. Tan, Cheng-Hsiung Liu, I-Hsiang Wang:
Delay scaling laws of random wireless networks: Impact of blocklength. ITW 2017: 409-413 - [c59]Ling-Hua Chang, Carol Wang, Po-Ning Chen, Yunghsiang S. Han, Vincent Y. F. Tan:
Distance spectrum formula for the largest minimum hamming distance of finite-length binary block codes. ITW 2017: 419-423 - [c58]Renbo Zhao, William B. Haskell, Vincent Y. F. Tan:
Stochastic L-BFGS Revisited: Improved Convergence Rates and Practical Acceleration Strategies. UAI 2017 - [i82]Ting-Yi Wu, Lav R. Varshney, Vincent Y. F. Tan:
Communication over a Channel that Wears Out. CoRR abs/1701.01474 (2017) - [i81]Lan V. Truong, Vincent Y. F. Tan:
On the Reliability Function of the Common-Message Broadcast Channel with Variable-Length Feedback. CoRR abs/1701.01530 (2017) - [i80]Eldho K. Thomas, Vincent Y. F. Tan, Alexander Vardy, Mehul Motani:
Polar Coding for the Binary Erasure Channel with Deletions. CoRR abs/1701.01938 (2017) - [i79]Silas L. Fong, Vincent Y. F. Tan, Ayfer Özgür:
On Achievable Rates of AWGN Energy-Harvesting Channels with Block Energy Arrival and Non-Vanishing Error Probabilities. CoRR abs/1701.02088 (2017) - [i78]Christopher T. Chubb, Vincent Y. F. Tan, Marco Tomamichel:
Moderate deviation analysis for classical communication over quantum channels. CoRR abs/1701.03114 (2017) - [i77]Jiachun Liao, Lalitha Sankar, Flávio du Pin Calmon, Vincent Yan Fu Tan:
Hypothesis Testing under Maximal Leakage Privacy Constraints. CoRR abs/1701.07099 (2017) - [i76]Lin Zhou, Vincent Y. F. Tan, Mehul Motani:
Exponential Strong Converse for Content Identification with Lossy Recovery. CoRR abs/1702.06649 (2017) - [i75]Silas L. Fong, Vincent Y. F. Tan:
A Tight Upper Bound on the Second-Order Coding Rate of Parallel Gaussian Channels with Feedback. CoRR abs/1703.05932 (2017) - [i74]Zhaoqiang Liu, Vincent Y. F. Tan:
The Informativeness of k-Means for Learning Gaussian Mixture Models. CoRR abs/1703.10534 (2017) - [i73]Renbo Zhao, William B. Haskell, Vincent Y. F. Tan:
Stochastic L-BFGS Revisited: Improved Convergence Rates and Practical Acceleration Strategies. CoRR abs/1704.00116 (2017) - [i72]Jiachun Liao, Lalitha Sankar, Vincent Y. F. Tan, Flávio du Pin Calmon:
Hypothesis Testing under Mutual Information Privacy Constraints in the High Privacy Regime. CoRR abs/1704.08347 (2017) - [i71]Silas L. Fong, Vincent Y. F. Tan:
Scaling Exponent and Moderate Deviations Asymptotics of Polar Codes for the AWGN Channel. CoRR abs/1706.02458 (2017) - [i70]Ling-Hua Chang, Carol Wang, Po-Ning Chen, Vincent Y. F. Tan, Yunghsiang S. Han:
An Exact Spectrum Formula for the Maximum Size of Finite Length Block Codes. CoRR abs/1706.04709 (2017) - [i69]Lei Yu, Vincent Y. F. Tan:
Rényi Resolvability and Its Applications to the Wiretap Channel. CoRR abs/1707.00810 (2017) - [i68]Lan V. Truong, Vincent Y. F. Tan:
Moderate Deviation Asymptotics for Variable-Length Codes with Feedback. CoRR abs/1707.04850 (2017) - [i67]Lin Zhou, Vincent Y. F. Tan, Mehul Motani:
Refined Asymptotics for Rate-Distortion using Gaussian Codebooks for Arbitrary Sources. CoRR abs/1708.04778 (2017) - [i66]Lei Yu, Vincent Y. F. Tan:
Wyner's Common Information under Rényi Divergence Measures. CoRR abs/1709.02168 (2017) - [i65]Mine Alsan, Ranjitha Prasad, Vincent Y. F. Tan:
Lower Bounds on the Bayes Risk of the Bayesian BTL Model with Applications to Random Graphs. CoRR abs/1709.09676 (2017) - [i64]Lan V. Truong, Vincent Y. F. Tan:
The Reliability Function of Lossy Source-Channel Coding of Variable-Length Codes with Feedback. CoRR abs/1710.07419 (2017) - [i63]Vincent Y. F. Tan, Si-Hyeon Lee:
Time-Division Transmission is Optimal for Covert Communication over Broadcast Channels. CoRR abs/1710.09754 (2017) - [i62]Lin Zhou, Vincent Y. F. Tan, Mehul Motani:
The Dispersion of Universal Joint Source-Channel Coding for Arbitrary Sources and Additive Channels. CoRR abs/1711.11206 (2017) - [i61]Lei Yu, Vincent Y. F. Tan:
Asymptotic Coupling and Its Applications in Information Theory. CoRR abs/1712.06804 (2017) - [i60]Mladen Kovacevic, Carol Wang, Vincent Y. F. Tan:
Error-Free Communication Over State-Dependent Channels with Variable-Length Feedback. CoRR abs/1712.07756 (2017) - 2016
- [j32]Silas L. Fong, Vincent Y. F. Tan, Jing Yang:
Non-Asymptotic Achievable Rates for Energy-Harvesting Channels Using Save-and-Transmit. IEEE J. Sel. Areas Commun. 34(12): 3499-3511 (2016) - [j31]Silas L. Fong, Vincent Y. F. Tan:
On the Scaling Exponent of Polar Codes for Binary-Input Energy-Harvesting Channels. IEEE J. Sel. Areas Commun. 34(12): 3540-3551 (2016) - [j30]Fan Cheng, Vincent Y. F. Tan:
A Numerical Study on the Wiretap Network With a Simple Network Topology. IEEE Trans. Inf. Theory 62(5): 2481-2492 (2016) - [j29]Silas L. Fong, Vincent Y. F. Tan:
A Proof of the Strong Converse Theorem for Gaussian Multiple Access Channels. IEEE Trans. Inf. Theory 62(8): 4376-4394 (2016) - [j28]Silas L. Fong, Vincent Y. F. Tan:
Strong Converse Theorems for Classes of Multimessage Multicast Networks: A Rényi Divergence Approach. IEEE Trans. Inf. Theory 62(9): 4953-4967 (2016) - [j27]Si-Hyeon Lee, Vincent Y. F. Tan, Ashish Khisti:
Streaming Data Transmission in the Moderate Deviations and Central Limit Regimes. IEEE Trans. Inf. Theory 62(12): 6816-6830 (2016) - [c57]Jiachun Liao, Lalitha Sankar, Vincent Y. F. Tan, Flávio P. Calmon:
Hypothesis testing in the high privacy limit. Allerton 2016: 649-656 - [c56]Renbo Zhao, Vincent Y. F. Tan:
Online nonnegative matrix factorization with outliers. ICASSP 2016: 2662-2666 - [c55]Silas L. Fong, Vincent Y. F. Tan:
A proof of the strong converse theorem for Gaussian broadcast channels via the Gaussian Poincaré inequality. ISIT 2016: 170-174 - [c54]Silas L. Fong, Vincent Y. F. Tan, Jing Yang:
A non-asymptotic achievable rate for the AWGN energy-harvesting channel using save-and-transmit. ISIT 2016: 455-459 - [c53]Masahito Hayashi, Vincent Y. F. Tan:
Remaining uncertainties and exponents under Rényi information measures. ISIT 2016: 1536-1540 - [c52]Lin Zhou, Vincent Y. F. Tan, Mehul Motani:
Second-order coding region for the discrete lossy Gray-Wyner source coding problem. ISIT 2016: 2409-2413 - [c51]Lin Zhou, Vincent Y. F. Tan, Mehul Motani:
Second-order coding region for the discrete successive refinement source coding problem. ISIT 2016: 2414-2418 - [c50]Lan V. Truong, Silas L. Fong, Vincent Y. F. Tan:
On second-order asymptotics of AWGN channels with feedback under the expected power constraint. ISIT 2016: 2419-2423 - [c49]Jonathan Scarlett, Vincent Y. F. Tan, Giuseppe Durisi:
The dispersion of nearest-neighbor decoding for additive non-Gaussian channels. ISIT 2016: 2664-2668 - [c48]Si-Hyeon Lee, Vincent Y. F. Tan, Ashish Khisti:
Streaming data transmission in the moderate deviations and central limit regimes. ISIT 2016: 3072-3076 - [i59]Silas L. Fong, Vincent Y. F. Tan:
On the Scaling Exponent of Polar Codes for Binary-Input Energy-Harvesting Channels. CoRR abs/1601.01089 (2016) - [i58]Lin Zhou, Vincent Y. F. Tan, Mehul Motani:
Second-Order and Moderate Deviation Asymptotics for Successive Refinement. CoRR abs/1601.04500 (2016) - [i57]Changho Suh, Vincent Y. F. Tan, Renbo Zhao:
Adversarial Top-$K$ Ranking. CoRR abs/1602.04567 (2016) - [i56]Silas L. Fong, Vincent Y. F. Tan:
Achievable Rates for Gaussian Degraded Relay Channels with Non-Vanishing Error Probabilities. CoRR abs/1604.01566 (2016) - [i55]Renbo Zhao, Vincent Y. F. Tan:
Online Nonnegative Matrix Factorization with Outliers. CoRR abs/1604.02634 (2016) - [i54]Si-Hyeon Lee, Vincent Y. F. Tan, Ashish Khisti:
Exact Moderate Deviation Asymptotics in Streaming Data Transmission. CoRR abs/1604.06848 (2016) - [i53]Lin Zhou, Vincent Y. F. Tan, Mehul Motani:
Moderate Deviations Asymptotics for Streaming Compression of Correlated Sources. CoRR abs/1604.07151 (2016) - [i52]Mladen Kovacevic, Milos Stojakovic, Vincent Y. F. Tan:
Zero-Error Shift-Correcting and Shift-Detecting Codes. CoRR abs/1605.02441 (2016) - [i51]Vincent Yan Fu Tan, Masahito Hayashi:
Analysis of Remaining Uncertainties and Exponents under Various Conditional Rényi Entropies. CoRR abs/1605.09551 (2016) - [i50]Silas L. Fong, Vincent Y. F. Tan:
Strong Converse for Discrete Memoryless Networks with Tight Cut-Set Bounds. CoRR abs/1606.04678 (2016) - [i49]Jiachun Liao, Lalitha Sankar, Vincent Y. F. Tan, Flávio P. Calmon:
Hypothesis Testing in the High Privacy Limit. CoRR abs/1607.00533 (2016) - [i48]Renbo Zhao, Vincent Y. F. Tan, Huan Xu:
Online Nonnegative Matrix Factorization with General Divergences. CoRR abs/1608.00075 (2016) - [i47]Lan V. Truong, Vincent Y. F. Tan:
On AWGN Channels and Gaussian MACs with Variable-Length Feedback. CoRR abs/1609.00594 (2016) - [i46]Renbo Zhao, Vincent Y. F. Tan:
A Unified Convergence Analysis of the Multiplicative Update Algorithm for Nonnegative Matrix Factorization. CoRR abs/1609.00951 (2016) - [i45]Mladen Kovacevic, Vincent Y. F. Tan:
Sidon Sets of Fixed Cardinality and Lattice-Packings of Simplices. CoRR abs/1610.01341 (2016) - [i44]Masahito Hayashi, Vincent Y. F. Tan:
Minimum Rates of Approximate Sufficient Statistics. CoRR abs/1612.02542 (2016) - [i43]Zhaoqiang Liu, Vincent Y. F. Tan:
Relative Error Bounds for Nonnegative Matrix Factorization under a Geometric Assumption. CoRR abs/1612.08549 (2016) - [i42]Mladen Kovacevic, Vincent Y. F. Tan:
Coding for the Permutation Channel with Insertions, Deletions, Substitutions, and Erasures. CoRR abs/1612.08837 (2016) - 2015
- [j26]Vincent Y. F. Tan, Matthieu R. Bloch:
Information Spectrum Approach to Strong Converse Theorems for Degraded Wiretap Channels. IEEE Trans. Inf. Forensics Secur. 10(9): 1891-1904 (2015) - [j25]Tzu-Han Chou, Vincent Y. F. Tan, Stark C. Draper:
The Sender-Excited Secret Key Agreement Model: Capacity, Reliability, and Secrecy Exponents. IEEE Trans. Inf. Theory 61(1): 609-627 (2015) - [j24]Vincent Yan Fu Tan:
On the Reliability Function of the Discrete Memoryless Relay Channel. IEEE Trans. Inf. Theory 61(4): 1550-1573 (2015) - [j23]Shun Watanabe, Shigeaki Kuzuoka, Vincent Yan Fu Tan:
Nonasymptotic and Second-Order Achievability Bounds for Coding With Side-Information. IEEE Trans. Inf. Theory 61(4): 1574-1605 (2015) - [j22]Vincent Yan Fu Tan, Marco Tomamichel:
The Third-Order Term in the Normal Approximation for the AWGN Channel. IEEE Trans. Inf. Theory 61(5): 2430-2438 (2015) - [j21]Sy-Quoc Le, Vincent Yan Fu Tan, Mehul Motani:
A Case Where Interference Does Not Affect the Channel Dispersion. IEEE Trans. Inf. Theory 61(5): 2439-2453 (2015) - [j20]Yanina Y. Shkel, Vincent Y. F. Tan, Stark C. Draper:
Unequal Message Protection: Asymptotic and Non-Asymptotic Tradeoffs. IEEE Trans. Inf. Theory 61(10): 5396-5416 (2015) - [j19]Masahito Hayashi, Vincent Yan Fu Tan:
Asymmetric Evaluations of Erasure and Undetected Error Probabilities. IEEE Trans. Inf. Theory 61(12): 6560-6577 (2015) - [j18]Jonathan Scarlett, Vincent Y. F. Tan:
Second-Order Asymptotics for the Gaussian MAC With Degraded Message Sets. IEEE Trans. Inf. Theory 61(12): 6700-6718 (2015) - [c47]Yanina Y. Shkel, Vincent Y. F. Tan, Stark C. Draper:
Second-order coding rate for m-class source-channel codes. Allerton 2015: 620-626 - [c46]Masahito Hayashi, Vincent Yan Fu Tan:
Equivocations and exponents under various Rényi information measures. ISIT 2015: 281-285 - [c45]Silas L. Fong, Vincent Y. F. Tan:
Asymptotic expansions for the AWGN channel with feedback under a peak power constraint. ISIT 2015: 311-315 - [c44]Masahito Hayashi, Vincent Yan Fu Tan:
Erasure and undetected error probabilities in the moderate deviations regime. ISIT 2015: 1821-1825 - [c43]Silas L. Fong, Vincent Y. F. Tan:
Strong converse theorems for classes of multimessage multicast networks: A Rényi divergence approach. ISIT 2015: 2545-2549 - [c42]Jonathan Scarlett, Vincent Y. F. Tan:
Second-order asymptotics for the discrete memoryless MAC with degraded message sets. ISIT 2015: 2964-2968 - [c41]Vincent Y. F. Tan:
Error and erasure exponents for the asymmetric broadcast channel. ITW Fall 2015: 153-157 - [c40]Silas L. Fong, Vincent Y. F. Tan:
A proof of the strong converse theorem for Gaussian multiple access channels. ITW Fall 2015: 167-171 - [i41]Vincent Y. F. Tan:
Error and Erasure Exponents for the Broadcast Channel with Degraded Message Sets. CoRR abs/1501.06781 (2015) - [i40]Silas L. Fong, Vincent Y. F. Tan:
A Proof of the Strong Converse Theorem for Gaussian Multiple Access Channels. CoRR abs/1502.03204 (2015) - [i39]Masahito Hayashi, Vincent Yan Fu Tan:
Equivocations, Exponents and Second-Order Coding Rates under Various Rényi Information Measures. CoRR abs/1504.02536 (2015) - [i38]Vincent Yan Fu Tan:
Asymptotic Estimates in Information Theory with Non-Vanishing Error Probabilities. CoRR abs/1504.02608 (2015) - [i37]Fan Cheng, Vincent Y. F. Tan:
A Numerical Study on the Wiretap Network with a Simple Network Topology. CoRR abs/1505.02862 (2015) - [i36]Silas L. Fong, Vincent Y. F. Tan, Jing Yang:
Non-Asymptotic Achievable Rates for Energy-Harvesting Channels using Save-and-Transmit. CoRR abs/1507.02444 (2015) - [i35]Silas L. Fong, Vincent Y. F. Tan:
A Proof of the Strong Converse Theorem for Gaussian Broadcast Channels via the Gaussian Poincaré Inequality. CoRR abs/1509.01380 (2015) - [i34]Lin Zhou, Vincent Yan Fu Tan, Mehul Motani:
Discrete Lossy Gray-Wyner Revisited: Second-Order Asymptotics, Large and Moderate Deviations. CoRR abs/1512.01090 (2015) - [i33]Lan V. Truong, Silas L. Fong, Vincent Y. F. Tan:
On Gaussian Channels with Feedback under Expected Power Constraints and with Non-Vanishing Error Probabilities. CoRR abs/1512.05088 (2015) - [i32]Si-Hyeon Lee, Vincent Y. F. Tan, Ashish Khisti:
Streaming Data Transmission in the Moderate Deviations and Central Limit Regimes. CoRR abs/1512.06298 (2015) - [i31]Jonathan Scarlett, Vincent Y. F. Tan, Giuseppe Durisi:
The Dispersion of Nearest-Neighbor Decoding for Additive Non-Gaussian Channels. CoRR abs/1512.06618 (2015) - 2014
- [j17]Vincent Y. F. Tan:
Asymptotic Estimates in Information Theory with Non-Vanishing Error Probabilities. Found. Trends Commun. Inf. Theory 11(1-2): 1-184 (2014) - [j16]Vincent Y. F. Tan, George K. Atia:
Strong Impossibility Results for Sparse Signal Processing. IEEE Signal Process. Lett. 21(3): 260-264 (2014) - [j15]Vincent Y. F. Tan:
A Formula for the Capacity of the General Gel'fand-Pinsker Channel. IEEE Trans. Commun. 62(6): 1857-1870 (2014) - [j14]Vincent Y. F. Tan, Oliver Kosut:
On the Dispersions of Three Network Information Theory Problems. IEEE Trans. Inf. Theory 60(2): 881-903 (2014) - [j13]Marco Tomamichel, Vincent Yan Fu Tan:
Second-Order Coding Rates for Channels With State. IEEE Trans. Inf. Theory 60(8): 4427-4448 (2014) - [j12]Hong Cao, Vincent Y. F. Tan, John Z. F. Pang:
A Parsimonious Mixture of Gaussian Trees Model for Oversampling in Imbalanced and Multimodal Time-Series Classification. IEEE Trans. Neural Networks Learn. Syst. 25(12): 2226-2239 (2014) - [c39]Vincent Y. F. Tan, Matthieu R. Bloch:
Information spectrum approach to strong converse theorems for degraded wiretap channels. Allerton 2014: 747-754 - [c38]Vincent Y. F. Tan, George K. Atia:
Strong impossibility results for noisy group testing. ICASSP 2014: 8257-8261 - [c37]Marco Tomamichel, Vincent Yan Fu Tan:
Second order refinements for the classical capacity of quantum channels with separable input states. ISIT 2014: 141-145 - [c36]Jonathan Scarlett, Vincent Y. F. Tan:
Second-order asymptotics for the gaussian MAC with degraded message sets. ISIT 2014: 461-465 - [c35]Vincent Yan Fu Tan, Shun Watanabe, Masahito Hayashi:
Moderate deviations for joint source-channel coding of systems with Markovian memory. ISIT 2014: 1687-1691 - [c34]Yanina Shkel, Vincent Y. F. Tan, Stark C. Draper:
On mismatched unequal message protection for finite block length joint source-channel coding. ISIT 2014: 1692-1696 - [c33]Vincent Y. F. Tan, Pierre Moulin:
Second-order capacities of erasure and list decoding. ISIT 2014: 1887-1891 - [c32]Vincent Yan Fu Tan, Marco Tomamichel:
The third-order term in the normal approximation for the AWGN channel. ISIT 2014: 2077-2081 - [c31]Sy-Quoc Le, Vincent Yan Fu Tan, Mehul Motani:
Second-order asymptotics for the Gaussian interference channel with strictly very strong interference. ISIT 2014: 2514-2518 - [c30]Yanina Y. Shkel, Vincent Y. F. Tan, Stark C. Draper:
Achievability bounds for unequal message protection at finite block lengths. ISIT 2014: 2519-2523 - [i30]Vincent Y. F. Tan, Pierre Moulin:
Second- and Higher-Order Asymptotics For Erasure and List Decoding. CoRR abs/1402.4881 (2014) - [i29]Sy-Quoc Le, Vincent Yan Fu Tan, Mehul Motani:
A Case Where Interference Does Not Affect The Channel Dispersion. CoRR abs/1404.0255 (2014) - [i28]Yanina Shkel, Vincent Y. F. Tan, Stark C. Draper:
Unequal Message Protection: Asymptotic and Non-Asymptotic Tradeoffs. CoRR abs/1405.0891 (2014) - [i27]Vincent Y. F. Tan, Matthieu R. Bloch:
Information Spectrum Approach to Strong Converse Theorems for Degraded Wiretap Channels. CoRR abs/1406.6758 (2014) - [i26]Masahito Hayashi, Vincent Yan Fu Tan:
Asymmetric Evaluations of Erasure and Undetected Error Probabilities. CoRR abs/1407.0142 (2014) - [i25]Silas L. Fong, Vincent Y. F. Tan:
Strong Converse Theorems for Classes of Multimessage Multicast Networks: A Rényi Divergence Approach. CoRR abs/1407.2417 (2014) - [i24]Jonathan Scarlett, Vincent Y. F. Tan:
Second-Order Asymptotics for the Discrete Memoryless MAC with Degraded Message Sets. CoRR abs/1408.1119 (2014) - [i23]Silas L. Fong, Vincent Y. F. Tan:
Asymptotic Expansions for Gaussian Channels with Feedback under a Peak Power Constraint. CoRR abs/1410.2390 (2014) - [i22]Sy-Quoc Le, Vincent Yan Fu Tan, Mehul Motani:
Second-Order Coding Rates for Conditional Rate-Distortion. CoRR abs/1410.2687 (2014) - 2013
- [j11]Vincent Y. F. Tan, Cédric Févotte:
Automatic Relevance Determination in Nonnegative Matrix Factorization with the $(\beta)$-Divergence. IEEE Trans. Pattern Anal. Mach. Intell. 35(7): 1592-1605 (2013) - [j10]Marco Tomamichel, Vincent Yan Fu Tan:
A Tight Upper Bound for the Third-Order Asymptotics for Most Discrete Memoryless Channels. IEEE Trans. Inf. Theory 59(11): 7041-7051 (2013) - [j9]Gang Yang, Vincent Yan Fu Tan, Chin Keong Ho, See Ho Ting, Yong Liang Guan:
Wireless Compressive Sensing for Energy Harvesting Sensor Nodes. IEEE Trans. Signal Process. 61(18): 4491-4505 (2013) - [c29]Gang Yang, Vincent Yan Fu Tan, Chin Keong Ho, See Ho Ting, Yong Liang Guan:
Wireless compressive sensing for energy harvesting sensor nodes over fading channels. ICC 2013: 4962-4967 - [c28]Marco Tomamichel, Vincent Yan Fu Tan:
A tight upper bound for the third-order asymptotics of discrete memoryless channels. ISIT 2013: 1536-1540 - [c27]Yanina Shkel, Vincent Y. F. Tan, Stark C. Draper:
Converse bounds for assorted codes in the finite blocklength regime. ISIT 2013: 1720-1724 - [c26]Sy-Quoc Le, Vincent Yan Fu Tan, Mehul Motani:
On the dispersions of the discrete memoryless interference channel. ISIT 2013: 1859-1863 - [c25]Vincent Y. F. Tan:
A formula for the capacity of the general Gel'fand-Pinsker channel. ISIT 2013: 2458-2462 - [c24]Vincent Y. F. Tan:
Error exponents for the relay channel. ISIT 2013: 2810-2814 - [c23]Shun Watanabe, Shigeaki Kuzuoka, Vincent Yan Fu Tan:
Non-asymptotic and second-order achievability bounds for source coding with side-information. ISIT 2013: 3055-3059 - [c22]Marco Tomamichel, Vincent Yan Fu Tan:
ε-Capacity and strong converse for channels with general state. ITW 2013: 1-5 - [c21]John Z. F. Pang, Hong Cao, Vincent Y. F. Tan:
MOGT: Oversampling with a parsimonious mixture of Gaussian trees model for imbalanced time-series classification. MLSP 2013: 1-6 - [i21]Shun Watanabe, Shigeaki Kuzuoka, Vincent Yan Fu Tan:
Non-Asymptotic and Second-Order Achievability Bounds for Coding With Side-Information. CoRR abs/1301.6467 (2013) - [i20]Vincent Y. F. Tan:
Error Exponents for the Relay Channel. CoRR abs/1304.3553 (2013) - [i19]Marco Tomamichel, Vincent Yan Fu Tan:
ε-Capacities and Second-Order Coding Rates for Channels with General State. CoRR abs/1305.6789 (2013) - [i18]Marco Tomamichel, Vincent Yan Fu Tan:
Second-Order Asymptotics of Classical-Quantum Channels. CoRR abs/1308.6503 (2013) - [i17]Jonathan Scarlett, Vincent Y. F. Tan:
Second-Order Asymptotics for the Gaussian MAC with Degraded Message Sets. CoRR abs/1310.1197 (2013) - [i16]Vincent Yan Fu Tan, Marco Tomamichel:
The Third-Order Term in the Normal Approximation for the AWGN Channel. CoRR abs/1311.2337 (2013) - 2012
- [j8]Animashree Anandkumar, Vincent Y. F. Tan, Furong Huang, Alan S. Willsky:
High-dimensional Gaussian graphical model selection: walk summability and local separation criterion. J. Mach. Learn. Res. 13: 2293-2337 (2012) - [j7]Vincent Y. F. Tan, Laura Balzano, Stark C. Draper:
Rank Minimization Over Finite Fields: Fundamental Limits and Coding-Theoretic Interpretations. IEEE Trans. Inf. Theory 58(4): 2018-2039 (2012) - [c20]Vincent Y. F. Tan:
Transmission of correlated sources over a MAC: A Gaussian approximation-based analysis. Allerton Conference 2012: 272-277 - [c19]Vincent Y. F. Tan, Oliver Kosut:
On the dispersions of three network information theory problems. CISS 2012: 1-6 - [c18]Vincent Y. F. Tan:
Achievable second-order coding rates for the wiretap channel. ICCS 2012: 65-69 - [c17]Vincent Y. F. Tan, Oliver Kosut:
The dispersion of Slepian-Wolf coding. ISIT 2012: 915-919 - [c16]Vincent Y. F. Tan:
Moderate-deviations of lossy source coding for discrete and Gaussian sources. ISIT 2012: 920-924 - [i15]Vincent Y. F. Tan, Oliver Kosut:
On the Dispersions of Three Network Information Theory Problems. CoRR abs/1201.3901 (2012) - [i14]Vincent Y. F. Tan:
The Capacity of the General Gel'fand-Pinsker Channel and Achievable Second-Order Coding Rates. CoRR abs/1210.1091 (2012) - [i13]Gang Yang, Vincent Yan Fu Tan, Chin Keong Ho, See Ho Ting, Yong Liang Guan:
Wireless Compressive Sensing for Energy Harvesting Sensor Nodes. CoRR abs/1211.1137 (2012) - [i12]Marco Tomamichel, Vincent Yan Fu Tan:
A Tight Upper Bound for the Third-Order Asymptotics of Discrete Memoryless Channels. CoRR abs/1212.3689 (2012) - 2011
- [b1]Vincent Yan Fu Tan:
Large-deviation analysis and applications Of learning tree-structured graphical models. Massachusetts Institute of Technology, Cambridge, MA, USA, 2011 - [j6]Vincent Y. F. Tan, Animashree Anandkumar, Alan S. Willsky:
Learning High-Dimensional Markov Forest Distributions: Analysis of Error Rates. J. Mach. Learn. Res. 12: 1617-1653 (2011) - [j5]Myung Jin Choi, Vincent Y. F. Tan, Animashree Anandkumar, Alan S. Willsky:
Learning Latent Tree Graphical Models. J. Mach. Learn. Res. 12: 1771-1812 (2011) - [j4]Vincent Y. F. Tan, Animashree Anandkumar, Lang Tong, Alan S. Willsky:
A Large-Deviation Analysis of the Maximum-Likelihood Learning of Markov Tree Structures. IEEE Trans. Inf. Theory 57(3): 1714-1735 (2011) - [c15]Tzu-Han Chou, Vincent Y. F. Tan, Stark C. Draper:
The sender-excited secret key agreement model: Capacity theorems. Allerton 2011: 928-935 - [c14]Mesrob I. Ohannessian, Vincent Y. F. Tan, Munther A. Dahleh:
Canonical estimation in a rare-events regime. Allerton 2011: 1840-1847 - [c13]Vincent Y. F. Tan, Alan S. Willsky:
Sample complexity for topology estimation in networks of LTI systems. CDC/ECC 2011: 187-192 - [c12]Vincent Y. F. Tan, Laura Balzano, Stark C. Draper:
Rank minimization over finite fields. ISIT 2011: 1195-1199 - [c11]Animashree Anandkumar, Vincent Y. F. Tan, Alan S. Willsky:
High-Dimensional Graphical Model Selection: Tractable Graph Families and Necessary Conditions. NIPS 2011: 1863-1871 - [i11]Vincent Y. F. Tan, Laura Balzano, Stark C. Draper:
Rank Minimization over Finite Fields: Fundamental Limits and Coding-Theoretic Interpretations. CoRR abs/1104.4302 (2011) - [i10]Animashree Anandkumar, Vincent Y. F. Tan, Alan S. Willsky:
High-Dimensional Gaussian Graphical Model Selection: Tractable Graph Families. CoRR abs/1107.1270 (2011) - [i9]Animashree Anandkumar, Vincent Y. F. Tan, Furong Huang, Alan S. Willsky:
High-Dimensional Structure Estimation in Ising Models: Tractable Graph Families. CoRR abs/1107.1736 (2011) - [i8]Tzu-Han Chou, Vincent Y. F. Tan, Stark C. Draper:
The Sender-Excited Secret Key Agreement Model: Capacity and Error Exponents. CoRR abs/1107.4148 (2011) - [i7]Mesrob I. Ohannessian, Vincent Y. F. Tan, Munther A. Dahleh:
Canonical Estimation in a Rare-Events Regime. CoRR abs/1109.4564 (2011) - [i6]Vincent Y. F. Tan:
Moderate-Deviations of Lossy Source Coding for Discrete and Gaussian Sources. CoRR abs/1111.2217 (2011) - 2010
- [j3]Vincent Y. F. Tan, Animashree Anandkumar, Alan S. Willsky:
Learning Gaussian tree models: analysis of error exponents and extremal structures. IEEE Trans. Signal Process. 58(5): 2701-2714 (2010) - [j2]Vincent Y. F. Tan, Sujay Sanghavi, John W. Fisher III, Alan S. Willsky:
Learning graphical models for hypothesis testing and classification. IEEE Trans. Signal Process. 58(11): 5481-5495 (2010) - [c10]Vincent Y. F. Tan, Animashree Anandkumar, Alan S. Willsky:
Scaling laws for learning high-dimensional Markov forest distributions. Allerton 2010: 712-718 - [c9]Myung Jin Choi, Vincent Y. F. Tan, Animashree Anandkumar, Alan S. Willsky:
Consistent and efficient reconstruction of latent tree models. Allerton 2010: 719-725 - [c8]Vincent Y. F. Tan, Matthew J. Johnson, Alan S. Willsky:
Necessary and sufficient conditions for high-dimensional salient feature subset recovery. ISIT 2010: 1388-1392 - [c7]Vincent Y. F. Tan, Animashree Anandkumar, Alan S. Willsky:
Error exponents for composite hypothesis testing of Markov forest distributions. ISIT 2010: 1613-1617 - [i5]Vincent Y. F. Tan, Animashree Anandkumar, Alan S. Willsky:
Learning High-Dimensional Markov Forest Distributions: Analysis of Error Rates. CoRR abs/1005.0766 (2010) - [i4]Myung Jin Choi, Vincent Y. F. Tan, Animashree Anandkumar, Alan S. Willsky:
Learning Latent Tree Graphical Models. CoRR abs/1009.2722 (2010)
2000 – 2009
- 2009
- [c6]Vincent Y. F. Tan, Animashree Anandkumar, Alan S. Willsky:
How do the structure and the parameters of Gaussian tree models affect structure learning? Allerton 2009: 684-691 - [c5]Vincent Y. F. Tan, Animashree Anandkumar, Lang Tong, Alan S. Willsky:
A large-deviation analysis for the maximum likelihood learning of tree structures. ISIT 2009: 1140-1144 - [i3]Vincent Y. F. Tan, Animashree Anandkumar, Lang Tong, Alan S. Willsky:
A Large-Deviation Analysis of the Maximum-Likelihood Learning of Markov Tree Structures. CoRR abs/0905.0940 (2009) - [i2]Vincent Y. F. Tan, Animashree Anandkumar, Alan S. Willsky:
Learning Gaussian Tree Models: Analysis of Error Exponents and Extremal Structures. CoRR abs/0909.5216 (2009) - 2008
- [j1]Vincent Yan Fu Tan, Vivek K. Goyal:
Estimating Signals With Finite Rate of Innovation From Noisy Samples: A Stochastic Algorithm. IEEE Trans. Signal Process. 56(10-2): 5135-5146 (2008) - [c4]Vincent Y. F. Tan, John M. Winn, Angela Simpson, Adnan Custovic:
Immune System Modeling with Infer.NET. eScience 2008: 364-365 - [c3]Vincent Y. F. Tan, John W. Fisher III, Alan S. Willsky:
Learning max-weight discriminative forests. ICASSP 2008: 1877-1880 - [i1]Vincent Yan Fu Tan, Vivek K. Goyal:
Estimating Signals with Finite Rate of Innovation from Noisy Samples: A Stochastic Algorithm. CoRR abs/0801.0275 (2008) - 2007
- [c2]Vincent Yan Fu Tan, See-Kiong Ng:
Privacy-Preserving Sharing of Horizontally-Distributed Private Data for Constructing Accurate Classifiers. PinKDD 2007: 116-137 - [c1]Vincent Yan Fu Tan, See-Kiong Ng:
Generic Probability Density Function Reconstruction for Randomization in Privacy-Preserving Data Mining. MLDM 2007: 76-90
Coauthor Index
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