Learning Causal Graphs with Small Interventions

Karthikeyan Shanmugam, Murat Kocaoglu, Alexandros G. Dimakis +1

We consider the problem of learning causal networks with interventions, when each intervention is limited in size under Pearl's Structural Equation Model with independent errors (S…