Causal Bayesian Optimization via Exogenous Distribution Learning

Shaogang Ren, Zihao Wang, Yuzhou Chen +1

Maximizing a target variable as an operational objective within a structural causal model is a fundamental problem. Causal Bayesian Optimization (CBO) approaches typically achieve…