Interpretable Self-Supervised Learning via Representer Landmarks and Nyström Approximation

Maedeh Zarvandi, Michael Timothy, Theresa Wasserer +1

Self-supervised learning (SSL) learns representations from massive unlabeled data, yet the resulting models typically operate as black boxes, necessitating domain-specific explanat…