arXiv:1207.3772 [math.ST]AbstractReferencesReviewsResources Classifications Subjects Themes Keywords active learning, surrogate losses, arbitrary classification-calibrated surrogate loss function, random labeled data points sufficient, label requests sufficient Tags Journal Information Publisher Journal Year Month Volume Number Pages DOI URL Miscellaneous Typesetting Pages Language License Submit Reset