The Equilibrium Hypothesis: Rethinking implicit regularization in Deep Neural Networks. - Yizhang Lou; Chris Mingard; Soufiane Hayou (CoRR, 2021)

Feature Learning and Signal Propagation in Deep Neural Networks. - Yizhang Lou; Chris E. Mingard; Soufiane Hayou (ICML, 2022)