Characterizing the robustness of Bayesian adaptive experimental designs to active learning bias

Sabina J. Sloman, Daniel M. Oppenheimer, Stephen B. Broomell +1

Bayesian adaptive experimental design is a form of active learning, which chooses samples to maximize the information they give about uncertain parameters. Prior work has shown tha…