Permutation Equivariant Neural Functionals

2 code implementations • NeurIPS 2023 • Allan Zhou, KaiEn Yang, Kaylee Burns, Adriano Cardace, Yiding Jiang, Samuel Sokota, J. Zico Kolter, Chelsea Finn

The key building blocks of this framework are NF-Layers (neural functional layers) that we constrain to be permutation equivariant through an appropriate parameter sharing scheme.

Inductive Bias