@inproceedings{dl-17-1, title = {{On Calibration of Modern Neural Networks}}, author = {Guo, Chuan and Pleiss, Geoff and Sun, Yu and Weinberger, Kilian Q.}, booktitle = {Proceedings of the 34th International Conference on Machine Learning}, year = {2017}, url = {https://proceedings.mlr.press/v70/guo17a.html} } @inproceedings{dl-17-2, title = {{Evaluating model calibration in classification}}, author = {Vaicenavicius, Juozas and Widmann, David and Andersson, Carl and Lindsten, Fredrik and Roll, Jacob and Schön, Thomas B.}, booktitle = {Proceedings of the Twenty-Second International Conference on Artificial Intelligence and Statistics}, year = {2019}, url = {https://proceedings.mlr.press/v89/vaicenavicius19a.html} } @inproceedings{dl-17-3, title = {{Beyond temperature scaling: Obtaining well-calibrated multiclass probabilities with Dirichlet calibration}}, author = {Kull, Meelis and Perello-Nieto, Miquel and Kängsepp, Markus and Silva Filho, Telmo and Song, Hao and Flach, Peter}, booktitle = {Advances in Neural Information Processing Systems 32}, year = {2019}, url = {https://papers.neurips.cc/paper_files/paper/2019/hash/8ca01ea920679a0fe3728441494041b9-Abstract.html} }