Infinite Arms Bandit: Optimality via Confidence Bounds. - Hock Peng Chan; Shouri Hu (CoRR, 2018)

Adjusted Expected Improvement for Cumulative Regret Minimization in Noisy Bayesian Optimization. - Shouri Hu; Haowei Wang; Zhongxiang Dai; Bryan Kian Hsiang Low; Szu Hui Ng (CoRR, 2022)

Likelihood Scores for Sparse Signal and Change-Point Detection. - Shouri Hu; Jingyan Huang; Hao Chen 064; Hock Peng Chan (IEEE Trans. Inf. Theory, 2023)