Statistical Consistency and Generalization of Contrastive Representation Learning
arXiv:2605.02116v1 Announce Type: new
Abstract: Contrastive representation learning (CRL) underpins many modern foundation models. Despite recent theoretical progress, existing analyses suffer from several key limitations: (i) the statistical consiste…