@conference{Kilbertusetal17, title = {Avoiding Discrimination through Causal Reasoning}, author = {Kilbertus, N. and Rojas-Carulla, M. and Parascandolo, G. and Hardt, M. and Janzing, D. and Sch\"{o}lkopf, B.}, booktitle = {Advances in Neural Information Processing Systems 30 (NIPS 2017)}, pages = {656--666}, editors = {Guyon I. and Luxburg U.v. and Bengio S. and Wallach H. and Fergus R. and Vishwanathan S. and Garnett R.}, publisher = {Curran Associates, Inc.}, month = dec, year = {2017}, doi = {}, url = {http://papers.nips.cc/paper/6668-avoiding-discrimination-through-causal-reasoning.pdf}, month_numeric = {12} }