Learning to Bound Counterfactual Inference from Observational, Biased and Randomised Data

Marco Zaffalon, Alessandro Antonucci, David Huber +1

We address the problem of integrating data from multiple, possibly biased, observational and interventional studies, to eventually compute counterfactuals in structural causal mode…