Shaofeng Zou
Publications by Year
Research Areas
Advanced Statistical Process Monitoring, Reinforcement Learning in Robotics, Distributed Sensor Networks and Detection Algorithms, Statistical Methods and Inference, Anomaly Detection Techniques and Applications
Most-Cited Works
- → Sequential (Quickest) Change Detection: Classical Results and New Directions(2021)125 cited
- → Estimation of KL Divergence: Optimal Minimax Rate(2018)80 cited
- → Finite-Sample Analysis for SARSA with Linear Function Approximation(2019)65 cited
- → Two Time-scale Off-Policy TD Learning: Non-asymptotic Analysis over Markovian Samples(2019)44 cited
- → An Information Theoretic Approach to Secret Sharing(2015)43 cited
- → Nonparametric Detection of Anomalous Data Streams(2017)34 cited
- → Quickest Detection of Dynamic Events in Networks(2019)32 cited
- → Quickest Change Detection Under Transient Dynamics: Theory and Asymptotic Analysis(2018)28 cited
- → Tightening Mutual Information Based Bounds on Generalization Error(2019)26 cited
- → Sequential algorithms for moving anomaly detection in networks(2020)22 cited