Causal Mosaic: Cause-Effect Inference via Nonlinear ICA and Ensemble Method

Pengzhou Wu, Kenji Fukumizu

We address the problem of distinguishing cause from effect in bivariate setting. Based on recent developments in nonlinear independent component analysis (ICA), we train nonparamet…