Publications

Journal Publications 

• Sublinear regret for learning POMDPs 

Yi Xiong, Ningyuan Chen, Xuefeng Gao, and Xiang Zhou 

Production and Operations Management, 2022 

• Nonparametric advertising budget allocation with inventory constraint 

Chaolin Yang, and Yi Xiong

European Journal of Operational Research, 2020

Conference Proceedings

• Debiasing Samples from Online Learning Using Bootstrap

Ningyuan Chen, Xuefeng Gao, and Yi Xiong

In Proceedings of The 25th International Conference on Artificial Intelligence and Statistics, 2022 

• Regime Switching Bandits 

Xiang Zhou, Yi Xiong, Ningyuan Chen, and Xuefeng Gao 

In Advances in Neural Information Processing Systems, 2021