Selected Recent Publications:
- S. Salgia, S. Vakili, Q. Zhao
A Domain-Shrinking based Bayesian Optimization Algorithm with Order-Optimal Regret Performance
The 35th Conference on Neural Information Processing Systems (NeurIPS) , December, 2021.
- X. Xu, Q. Zhao
Memory-Constrained No-Regret Learning in Adversarial Bandits
IEEE Transactions on Signal Processing, vol. 69, no. 3, pp. 2371 – 2382, March, 2021.
- W. Chao, K. Cohen, Q. Zhao
Information-Directed Random Walk for Rare Event Detection in Hierarchical Processes
IEEE Transactions on Information Theory, vol. 67, no. 2, pp. 1099 – 1116, February, 2021.
- S. Salgia, Q. Zhao, S. Vakili
Stochastic Coordinate Minimization with Progressive Precision for Stochastic Convex Optimization
International Conference on Machine Learning (ICML) , July, 2020.
- X. Xiao, Q. Zhao
Distributed No-Regret Learning in Multi-Agent Systems
IEEE Signal Processing Magazine, vol. 37 , no. 3, pp. 84-91, May, 2020.
- B. Huang, K. Cohen, Q. Zhao
Active Anomaly Detection in Heterogeneous Processes
IEEE Transactions on Information Theory, vol. 65, no. 4, pp. 2284-2301, April, 2019.
- Q. Zhao
Multi-Armed Bandits: Theory and Applications to Online Learning in Networks
Morgan and Claypool Publishers, 2019.
- W. Chao, Q. Zhao, C-N. Chuah
Optimal Nested Test Plan for Combinatorial Quantitative Group Testing
IEEE Transactions on Signal Processing, vol. 66, no. 4, pp. 992 – 1006, February, 2018.
- S. Baltaoglu, L. Tong, Q. Zhao
Online Learning of Optimal Bidding Strategy in Repeated Multi-Commodity Auctions
The 31st Conference on Neural Information Processing Systems (NeurIPS), December, 2017.
Complete List of Publications: