Max Planck Institute for Intelligent Systems, Tübingen, Germany
Ronan Perry, Julius von Kügelgen, Bernhard Schölkopf
causal discovery;sparse mechanism shift;causality;causal inference;distribution shifts;structure learning;heterogenous data;hypothesis testing
Causal Discovery in Heterogeneous Environments Under the Sparse Mechanism Shift Hypothesis