Parascandolo, G., Rojas-Carulla, M., Kilbertus, N., Schölkopf, B.
Learning Independent Causal Mechanisms
Proceedings from the conference "Neural Information Processing Systems 2017., (Editors: Guyon I. and Luxburg U.v. and Bengio S. and Wallach H. and Fergus R. and Vishwanathan S. and Garnett R.), Curran Associates, Inc., Advances in Neural Information Processing Systems 30 (NIPS), December 2017 (conference)
Kilbertus, N., Rojas-Carulla, M., Parascandolo, G., Hardt, M., Janzing, D., Schölkopf, B.
Avoiding Discrimination through Causal Reasoning
Proceedings from the conference "Neural Information Processing Systems 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.), Curran Associates, Inc., Advances in Neural Information Processing Systems 30 (NIPS), December 2017 (conference)
Bauer*, M., Rojas-Carulla*, M., Świątkowski, J. B., Schölkopf, B., Turner, R. E.
Discriminative k-shot learning using probabilistic models
Second Workshop on Bayesian Deep Learning (NIPS 2017), 2017, *equal contribution (conference)