@conference{BesShaSchJan18, title = {Group invariance principles for causal generative models}, author = {Besserve, M. and Shajarisales, N. and Sch{\"o}lkopf, B. and Janzing, D.}, booktitle = {Proceedings of the 21st International Conference on Artificial Intelligence and Statistics (AISTATS)}, volume = {84}, pages = {557--565}, series = {Proceedings of Machine Learning Research}, editors = {Amos Storkey and Fernando Perez-Cruz}, publisher = {PMLR}, month = apr, year = {2018}, doi = {}, url = {http://proceedings.mlr.press/v84/besserve18a.html}, month_numeric = {4} }