A Refined Generalization Analysis for Extreme Multi-class Supervised Contrastive Representation Learning
arXiv:2605.07596v2 Announce Type: replace
Abstract: Contrastive Representation Learning (CRL) has achieved strong empirical success in multiple machine learning disciplines, yet its theoretical sample complexity remains poorly understood. Existing ana…