@conference{SutMilSchBau19, title = {Robustly Disentangled Causal Mechanisms: Validating Deep Representations for Interventional Robustness}, author = {Suter, R. and Miladinovic, D. and Sch{\"o}lkopf, B. and Bauer, S.}, booktitle = {Proceedings of the 36th International Conference on Machine Learning (ICML)}, volume = {97}, pages = {6056--6065}, series = {Proceedings of Machine Learning Research}, editors = {Chaudhuri, Kamalika and Salakhutdinov, Ruslan}, publisher = {PMLR}, month = jun, year = {2019}, doi = {}, url = {http://proceedings.mlr.press/v97/suter19a.html}, month_numeric = {6} }