Autoequivariant Network Search via Group Decomposition

1 code implementation • 10 Apr 2021 • Sourya Basu, Akshayaa Magesh, Harshit Yadav, Lav R. Varshney

We address these problems by proving a new group-theoretic result in the context of equivariant neural networks that shows that a network is equivariant to a large group if and only if it is equivariant to smaller groups from which it is constructed.

Inductive Bias Neural Architecture Search +1