Incorporating Interventional Independence Improves Robustness against Interventional Distribution Shift

Gautam Sreekumar, Vishnu Naresh Boddeti

We study the problem of learning robust discriminative representations of causally related latent variables given the underlying causal graph and a training set comprising passivel…