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]
@inproceedings{WilsonKM20,
title = {Approximate Cross-validation: Guarantees for Model Assessment and Selection},
author = {Ashia C. Wilson and Maximilian Kasy and Lester Mackey},
year = {2020},
url = {http://proceedings.mlr.press/v108/wilson20a.html},
researchr = {https://researchr.org/publication/WilsonKM20},
cites = {0},
citedby = {0},
pages = {4530-4540},
booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics, AISTATS 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
editor = {Silvia Chiappa and Roberto Calandra},
volume = {108},
series = {Proceedings of Machine Learning Research},
publisher = {PMLR},
}