Learning and Testing Causal Models with Interventions

Jayadev Acharya, Arnab Bhattacharyya, Constantinos Daskalakis +1

We consider testing and learning problems on causal Bayesian networks as defined by Pearl (Pearl, 2009). Given a causal Bayesian network $\mathcal{M}$ on a graph with $n$ discrete…