Minimal I-MAP MCMC for Scalable Structure Discovery in Causal DAG Models

Raj Agrawal, Tamara Broderick, Caroline Uhler

Learning a Bayesian network (BN) from data can be useful for decision-making or discovering causal relationships. However, traditional methods often fail in modern applications, wh…