@article{dl-18-1, title = {{Covariate Shift Adaptation by Importance Weighted Cross Validation}}, author = {Sugiyama, Masashi and Krauledat, Matthias and Müller, Klaus-Robert}, journal = {Journal of Machine Learning Research}, year = {2007}, url = {https://jmlr.org/papers/v8/sugiyama07a.html} } @inproceedings{dl-18-2, title = {{Detecting and Correcting for Label Shift with Black Box Predictors}}, author = {Lipton, Zachary C. and Wang, Yu-Xiang and Smola, Alexander J.}, booktitle = {Proceedings of the 35th International Conference on Machine Learning}, year = {2018}, url = {https://proceedings.mlr.press/v80/lipton18a.html} } @techreport{dl-18-3, title = {{Invariant Risk Minimization}}, author = {Arjovsky, Martin and Bottou, Léon and Gulrajani, Ishaan and Lopez-Paz, David}, institution = {arXiv:1907.02893}, year = {2019}, url = {https://arxiv.org/abs/1907.02893} }