Deconfounded Warm-Start Thompson Sampling with Applications to Precision Medicine

Prateek Jaiswal, Esmaeil Keyvanshokooh, Junyu Cao

Randomized clinical trials often require large patient cohorts before drawing definitive conclusions, yet abundant observational data from parallel studies remains underutilized du…