Concepedia

Shaofeng Zou

SZ

27

Publications

726

Citations

15

H-Index

2015

Active since

Affiliations

University of Illinois Urbana-Champaign(Current)

University at Buffalo, State University of New York

Syracuse University

The Ohio State University

Princeton University

Shaofeng Zou is an author at University of Illinois Urbana-Champaign specializing in engineering, computer science, and statistical inference.

Top concepts

EngineeringComputer ScienceStatisticsStatistical InferenceData ScienceSignal ProcessingData MiningMachine LearningProbabilityAnomaly Detection

Publications per year

2015–2024

27

Publications

27

Sequential (Quickest) Change Detection: Classical Results and New Directions

Liyan Xie, Shaofeng Zou, Yao Xie et al. · IEEE Journal on Selected Areas in Information Theory · 2021 · 122 citations

Engineering, Shift Detection, Change Detection +16

Estimation of KL Divergence: Optimal Minimax Rate

Yuheng Bu, Shaofeng Zou, Yingbin Liang et al. · IEEE Transactions on Information Theory · 2018 · 79 citations

Large Deviations, Unknown Distributions P, Density Estimation +12

Finite-Sample Analysis for SARSA with Linear Function Approximation

Shaofeng Zou, Tengyu Xu, Yingbin Liang · arXiv (Cornell University) · 2019 · 65 citations · Full text

Numerical Analysis, Parameter Estimation, Engineering +14

Two Time-scale Off-Policy TD Learning: Non-asymptotic Analysis over Markovian Samples

Tengyu Xu, Shaofeng Zou, Yingbin Liang · arXiv (Cornell University) · 2019 · 44 citations · Full text

Markovian Samples, Linear Convergence Rate, Machine Learning +13

An Information Theoretic Approach to Secret Sharing

Shaofeng Zou, Yingbin Liang, Lifeng Lai et al. · IEEE Transactions on Information Theory · 2015 · 43 citations

Channel Randomness, Engineering, Information Security +16

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