arXiv:2505.16713 [stat.ML]AbstractReferencesReviewsResources Classifications Subjects Themes Keywords uniform generalization errors, sharp concentration, binary linear classification problems, concentration bounds, isoperimetric argument Tags Journal Information Publisher Journal Year Month Volume Number Pages DOI URL Miscellaneous Typesetting Pages Language License Submit Reset