Causal Bayesian Optimization

Virginia Aglietti, Xiaoyu Lu, Andrei Paleyes, Javier González

Abstract: This paper studies the problem of globally optimizing a variable of interest that is part of a causal model in which a sequence of interventions can be performed. This problem arises in biology, op...