Sequential Conditional Independence Testing with Machine Learning Models

Angel Reyero-Lobo, Michele Meziu, Sebastian Uriel Arias +1

Conditional independence testing is a ubiquitous problem in scientific discovery. The widely employed model-X assumption shifts the modelling burden from the dependence of the outp…