arXiv:2506.19540 [cs.LG]AbstractReferencesReviewsResources Classifications Subjects Themes Keywords hyperparameter optimization, overtuning, resampling strategy, mitigation strategies, validation error estimates Tags conference paper Journal Information Publisher Journal Year Month Volume Number Pages DOI URL Miscellaneous Typesetting Pages Language License Submit Reset