Approximate Cross-validation: Guarantees for Model Assessment and Selection

Ashia C. Wilson, Maximilian Kasy, Lester Mackey. Approximate Cross-validation: Guarantees for Model Assessment and Selection. In Silvia Chiappa, Roberto Calandra, editors, The 23rd International Conference on Artificial Intelligence and Statistics, AISTATS 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]. Volume 108 of Proceedings of Machine Learning Research, pages 4530-4540, PMLR, 2020. [doi]

Abstract

Abstract is missing.