cs.IT, cs.LG, math.IT, math.ST, stat.TH

Realizable Bayes-Consistency for General Metric Losses

arXiv:2605.03823v1 Announce Type: new
Abstract: We study strong universal Bayes-consistency in the realizable setting for learning with general metric losses, extending classical characterizations beyond $0$-$1$ classification \citep{bousquet_theory_2…