Surrogate Regret Bounds for Polyhedral Losses

von Frongillo, Rafael
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 26 of 36 (2022)

General truthfulness characterizations via convex analysis

von Frongillo, Rafael M.
Veröffentlicht in Games and economic behavior (2021)

Unifying lower bounds on prediction dimension of convex surrogates

von Finocchiaro, Jessica
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 26 of 36 (2022)

AN EMBEDDING FRAMEWORK FOR CONSISTENT POLYHEDRAL SURROGATES

von Finocchiaro, Jessica
Veröffentlicht in NeurIPS (33. : 2019 : Vancouver, British Columbia) 32nd Conference on Neural Information Processing Systems (NeurIPS 2019) ; Volume 14 of 20 (2020)

Consistent Polyhedral Surrogates for Top-K Classification and Variants

von Thilagar, Anish
Veröffentlicht in International Conference on Machine Learning (39. : 2022 : Baltimore, Md.; Online) International Conference on Machine Learning (ICML 2022) ; Part 26 of 33 (2023)