Droplets of Good Representations: Grokking as a First Order Phase Transition in Two Layer Networks. - Noa Rubin; Inbar Seroussi; Zohar Ringel (CoRR, 2023)

Grokking as a First Order Phase Transition in Two Layer Networks. - Noa Rubin; Inbar Seroussi; Zohar Ringel (ICLR, 2024)

From Kernels to Features: A Multi-Scale Adaptive Theory of Feature Learning. - Noa Rubin; Kirsten Fischer; Javed Lindner; David Dahmen; Inbar Seroussi; Zohar Ringel; Michael Krämer; Moritz Helias (CoRR, 2025)

Applications of Statistical Field Theory in Deep Learning. - Zohar Ringel; Noa Rubin; Edo Mor; Moritz Helias; Inbar Seroussi (CoRR, 2025)