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Shaofeng Zou
Shaofeng Zou
Assistant Professor, University at Buffalo the State University of New York
Verified email at buffalo.edu - Homepage
Title
Cited by
Cited by
Year
Finite-sample analysis for sarsa with linear function approximation
S Zou, T Xu, Y Liang
NeurIPS 2019, 2019
1422019
Tightening mutual information-based bounds on generalization error
Y Bu, S Zou, VV Veeravalli
IEEE Journal on Selected Areas in Information Theory 1 (1), 121-130, 2020
1222020
Two time-scale off-policy TD learning: Non-asymptotic analysis over Markovian samples
T Xu, S Zou, Y Liang
Advances in Neural Information Processing Systems, 10633-10643, 2019
712019
Estimation of KL divergence: Optimal minimax rate
Y Bu, S Zou, Y Liang, VV Veeravalli
IEEE Transactions on Information Theory 64 (4), 2648-2674, 2018
592018
Sequential (quickest) change detection: Classical results and new directions
L Xie, S Zou, Y Xie, VV Veeravalli
IEEE Journal on Selected Areas in Information Theory 2 (2), 494-514, 2021
542021
Nonparametric Detection of Anomalous Data Streams
S Zou, Y Liang, HV Poor, X Shi
IEEE Transactions on Signal Processing 65 (21), 5785 - 5797, 2017
54*2017
An information theoretic approach to secret sharing
S Zou, Y Liang, L Lai, S Shamai
IEEE Transactions on Information Theory 61 (6), 3121-3136, 2015
382015
Quickest detection of dynamic events in networks
S Zou, VV Veeravalli, J Li, D Towsley
IEEE Transactions on Information Theory, 2019
342019
Quickest change detection under transient dynamics: Theory and asymptotic analysis
S Zou, G Fellouris, VV Veeravalli
IEEE Transactions on Information Theory 65 (3), 1397--1412, 2019
34*2019
Estimation of KL divergence between large-alphabet distributions
Y Bu, S Zou, Y Liang, VV Veeravalli
2016 IEEE International Symposium on Information Theory (ISIT), 1118-1122, 2016
242016
Online robust reinforcement learning with model uncertainty
Y Wang, S Zou
Advances in Neural Information Processing Systems 34, 7193-7206, 2021
222021
Nonparametric detection of geometric structures over networks
S Zou, Y Liang, HV Poor
IEEE Transactions on Signal Processing 65 (19), 5034 - 5046, 2017
222017
Signal processing and machine learning for biomedical big data
E Sejdic, TH Falk
CRC press, 2018
212018
Broadcast networks with layered decoding and layered secrecy: Theory and applications
S Zou, Y Liang, L Lai, HV Poor, S Shamai
Proceedings of the IEEE 103 (10), 1841-1856, 2015
212015
Finite-sample analysis of Greedy-GQ with linear function approximation under Markovian noise
Y Wang, S Zou
Conference on Uncertainty in Artificial Intelligence, 11-20, 2020
202020
Linear-complexity exponentially-consistent tests for universal outlying sequence detection
Y Bu, S Zou, VV Veeravalli
IEEE Transactions on Signal Processing 67 (8), 2115-2128, 2019
202019
Sequential algorithms for moving anomaly detection in networks
G Rovatsos, S Zou, VV Veeravalli
Sequential Analysis, 2020
172020
Quickest change detection under transient dynamics
G Rovatsos, S Zou, VV Veeravalli
Acoustics, Speech and Signal Processing (ICASSP), 2017 IEEE International …, 2017
162017
Information-Theoretic Understanding of Population Risk Improvement with Model Compression.
Y Bu, W Gao, S Zou, VV Veeravalli
AAAI, 3300-3307, 2020
152020
Distributed quickest detection of significant events in networks
S Zou, VV Veeravalli, J Li, D Towsley, A Swami
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
132019
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