Nonlinear Bayesian optimal experimental design using logarithmic Sobolev inequalities

Fengyi Li, Ayoub Belhadji, Youssef Marzouk

We study the problem of selecting $k$ experiments from a larger candidate pool, where the goal is to maximize mutual information (MI) between the selected subset and the underlying…