Causal de Finetti: On the Identification of Invariant Causal Structure in Exchangeable Data

Siyuan Guo, Viktor Tóth, Bernhard Schölkopf +1

Constraint-based causal discovery methods leverage conditional independence tests to infer causal relationships in a wide variety of applications. Just as the majority of machine l…