2026
Towards Fair Sequential Decision-Making: A Causal Decomposition Approach
ICML 2026oral
Counterfactual reasoning is one of the fundamental facets of human cognition, involved in various tasks such as explanation, credit assignment, blame, and responsibility. It describes the queries what would have happened had some intervention been performed given that something else, corresponding t…