@inproceedings{NIPS2017_f5f8590c, author = {Kilbertus, Niki and Rojas Carulla, Mateo and Parascandolo, Giambattista and Hardt, Moritz and Janzing, Dominik and Sch\"{o}lkopf, Bernhard}, booktitle = {Advances in Neural Information Processing Systems}, editor = {I. Guyon and U. Von Luxburg and S. Bengio and H. Wallach and R. Fergus and S. Vishwanathan and R. Garnett}, pages = {}, publisher = {Curran Associates, Inc.}, title = {Avoiding Discrimination through Causal Reasoning}, url = {https://proceedings.neurips.cc/paper_files/paper/2017/file/f5f8590cd58a54e94377e6ae2eded4d9-Paper.pdf}, volume = {30}, year = {2017} }