@InProceedings{pmlr-v97-suter19a, title = {Robustly Disentangled Causal Mechanisms: Validating Deep Representations for Interventional Robustness}, author = {Suter, Raphael and Miladinovic, Djordje and Sch{\"o}lkopf, Bernhard and Bauer, Stefan}, booktitle = {Proceedings of the 36th International Conference on Machine Learning}, pages = {6056--6065}, year = {2019}, editor = {Kamalika Chaudhuri and Ruslan Salakhutdinov}, volume = {97}, series = {Proceedings of Machine Learning Research}, month = {09--15 Jun}, publisher = {PMLR}, pdf = {http://proceedings.mlr.press/v97/suter19a/suter19a.pdf}, url = { http://proceedings.mlr.press/v97/suter19a.html }