2 papers
stat.ML2026
Bandit Simulation for Average Reward Inference
Samya Praharaj, Chih-Yu Chang, Koulik Khamaru +1
Multi-arm bandit algorithms are increasingly used in online platforms, clinical trials, and social science experiments, but valid statistical inference on their performance remains…
cs.LG2026
Collaborative Contextual Bayesian Optimization
Chih-Yu Chang, Qiyuan Chen, Tianhan Gao +5
Discovering optimal designs through sequential data collection is essential in many real-world applications. While Bayesian Optimization (BO) has achieved remarkable success in thi…