Provable Optimization for Adversarial Fair Self-supervised Contrastive Learning

Qi Qi, Quanqi Hu, Qihang Lin +1

This paper studies learning fair encoders in a self-supervised learning (SSL) setting, in which all data are unlabeled and only a small portion of them are annotated with sensitive…