Representative, Informative, and De-Amplifying: Requirements for Robust Bayesian Active Learning under Model Misspecification
arXiv:2506.07805v3 Announce Type: replace
Abstract: In many science and industry settings, a central challenge is designing experiments under time and budget constraints. Bayesian Optimal Experimental Design (BOED) is a paradigm to pick maximally info…