Algebraic Priors for Approximately Equivariant Networks

Riccardo Ali, Pietro Liò, Jamie Vicary

Equivariant neural networks incorporate symmetries through group actions, embedding them as an inductive bias to improve performance. Existing methods learn an equivariant action o…