QUICKEST DETECTION OF DYNAMIC EVENTS IN SENSOR NETWORKS

Shaofeng Zou Venugopal V Veeravalli

Estimation of KL Divergence: Optimal Minimax Rate

Venugopal V. Veeravalli , Shaofeng Zou , Yuheng Bu , Yingbin Liang
arXiv: Information Theory

61
2016
An Information Theoretic Approach to Secret Sharing

Shlomo Shamai , Shaofeng Zou , Lifeng Lai , Yingbin Liang
arXiv: Information Theory

38
2014
Two Time-scale Off-Policy TD Learning: Non-asymptotic Analysis over Markovian Samples

Shaofeng Zou , Yingbin Liang , Tengyu Xu
neural information processing systems 32 10633 -10643

73
2019
Finite-sample Analysis of Greedy-GQ with Linear Function Approximation under Markovian Noise.

Shaofeng Zou , Yue Wang
uncertainty in artificial intelligence 11 -20

3
2020
Sequential (Quickest) Change Detection: Classical Results and New Directions

Venugopal V. Veeravalli , Shaofeng Zou , Liyan Xie , Yao Xie
arXiv: Statistics Theory

55
2021
Multiple access channel with state uncertainty at transmitters

Shaofeng Zou , Yingbin Liang , Shlomo Shamai Shitz
international symposium on information theory 1466 -1470

7
2013
Layered secure broadcasting over MIMO channels and application in secret sharing

Shaofeng Zou , Yingbin Liang , Lifeng Lai , Shlomo Shamai
international symposium on information theory 396 -400

4
2014
Estimation of KL divergence between large-alphabet distributions

Yuheng Bu , Shaofeng Zou , Yingbin Liang , Venugopal V. Veeravalli
2016 IEEE International Symposium on Information Theory (ISIT) 1118 -1122

12
2016
Layered decoding and secrecy over degraded broadcast channels

Shaofeng Zou , Yingbin Liang , Lifeng Lai , Shlomo Shamai
international workshop on signal processing advances in wireless communications 679 -683

8
2013
Quickest Change Detection Under Transient Dynamics: Theory and Asymptotic Analysis

Shaofeng Zou , Georgios Fellouris , Venugopal V. Veeravalli
IEEE Transactions on Information Theory 65 ( 3) 1397 -1412

14
2019
Distributed Quickest Detection of Significant Events in Networks

Shaofeng Zou , Venugopal V. Veeravalli , Jian Li , Don Towsley
ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 8454 -8458

2
2019
Quickest Detection of Dynamic Events in Sensor Networks

Shaofeng Zou , Venugopal V. Veeravalli
international conference on acoustics, speech, and signal processing 6907 -6911

11
2018
Nonparametric Detection of Geometric Structures Over Networks

Shaofeng Zou , Yingbin Liang , H. Vincent Poor
IEEE Transactions on Signal Processing 65 ( 19) 5034 -5046

10
2017
Nonparametric Detection of Anomalous Data Streams

Shaofeng Zou , Yingbin Liang , H. Vincent Poor , Xinghua Shi
IEEE Transactions on Signal Processing 65 ( 21) 5785 -5797

10
2017
Linear-Complexity Exponentially-Consistent Tests for Universal Outlying Sequence Detection

Yuheng Bu , Shaofeng Zou , Venugopal V. Veeravalli
IEEE Transactions on Signal Processing 67 ( 8) 2115 -2128

1
2019
A Game-Theoretic Approach to Sequential Detection in Adversarial Environments

Ruizhi Zhang , Shaofeng Zou
2020 IEEE International Symposium on Information Theory (ISIT) 1153 -1158

2020
Universal outlying sequence detection for continuous observations

Yuheng Bu , Shaofeng Zou , Yingbin Liang , Venugopal V. Veeravalli
2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 4254 -4258

9
2016
Nonparametric detection of an anomalous disk over a two-dimensional lattice network

Shaofeng Zou , Yingbin Liang , H. Vincent Poor
2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2394 -2398

5
2016
Tightening Mutual Information-Based Bounds on Generalization Error

Yuheng Bu , Shaofeng Zou , Venugopal V. Veeravalli
IEEE Journal on Selected Areas in Information Theory 1 ( 1) 121 -130

10
2020