Interventional Robustness of Deep Latent Variable Models. - Raphael Suter; Ðorðe Miladinovic; Stefan Bauer; Bernhard Schölkopf (CoRR, 2018)

Robustly Disentangled Causal Mechanisms: Validating Deep Representations for Interventional Robustness. - Raphael Suter; Ðorðe Miladinovic; Bernhard Schölkopf; Stefan Bauer (ICML, 2019)