The Implicit Bias of Gradient Descent on Generalized Gated Linear Networks. - Samuel Lippl; L. F. Abbott; SueYeon Chung (CoRR, 2022)

Implicit regularization of multi-task learning and finetuning in overparameterized neural networks. - Jack W. Lindsey; Samuel Lippl (CoRR, 2023)

Inductive biases of multi-task learning and finetuning: multiple regimes of feature reuse. - Samuel Lippl; Jack W. Lindsey (NeurIPS, 2024)

When does compositional structure yield compositional generalization? A kernel theory. - Samuel Lippl; Kim Stachenfeld (ICLR, 2025)