Learning and Sampling of Atomic Interventions from Observations

Arnab Bhattacharyya, Sutanu Gayen, Saravanan Kandasamy +2

We study the problem of efficiently estimating the effect of an intervention on a single variable (atomic interventions) using observational samples in a causal Bayesian network. O…