Deep Backtracking Counterfactuals for Causally Compliant Explanations

Klaus-Rudolf Kladny, Julius von Kügelgen, Bernhard Schölkopf +1

Counterfactuals answer questions of what would have been observed under altered circumstances and can therefore offer valuable insights. Whereas the classical interventional interp…