Improving Adaptive Seamless Designs through Bayesian optimization

Jakob Richter, Tim Friede, Jörg Rahnenführer

We propose to use Bayesian optimization (BO) to improve the efficiency of the design selection process in clinical trials. BO is a method to optimize expensive black-box functions,…