Folgen
Shaofeng Zou
Shaofeng Zou
Assistant Professor, University at Buffalo the State University of New York
Bestätigte E-Mail-Adresse bei buffalo.edu - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Finite-sample analysis for sarsa with linear function approximation
S Zou, T Xu, Y Liang
NeurIPS 2019, 2019
1702019
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
1612020
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
822021
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
802019
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
682018
Online robust reinforcement learning with model uncertainty
Y Wang, S Zou
Advances in Neural Information Processing Systems 34, 7193-7206, 2021
602021
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
422015
Quickest detection of dynamic events in networks
S Zou, VV Veeravalli, J Li, D Towsley
IEEE Transactions on Information Theory, 2019
382019
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
38*2019
Policy gradient method for robust reinforcement learning
Y Wang, S Zou
International Conference on Machine Learning, 23484-23526, 2022
312022
Information-Theoretic Understanding of Population Risk Improvement with Model Compression.
Y Bu, W Gao, S Zou, VV Veeravalli
AAAI, 3300-3307, 2020
26*2020
Sequential algorithms for moving anomaly detection in networks
G Rovatsos, S Zou, VV Veeravalli
Sequential Analysis, 2020
24*2020
Signal processing and machine learning for biomedical big data
E Sejdic, TH Falk
CRC press, 2018
242018
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
232016
A robust and constrained multi-agent reinforcement learning framework for electric vehicle AMoD systems
S He, Y Wang, S Han, S Zou, F Miao
arXiv preprint arXiv:2209.08230, 2022
222022
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
222020
Nonparametric detection of geometric structures over networks
S Zou, Y Liang, HV Poor
IEEE Transactions on Signal Processing 65 (19), 5034 - 5046, 2017
222017
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
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
Das System kann den Vorgang jetzt nicht ausführen. Versuchen Sie es später erneut.
Artikel 1–20