"Invariances"

Local Group Invariant Representations via Orbit Embeddings

Invariance to nuisance transformations is one of the desirable properties of effective representations. We consider transformations that form a group and propose an approach based on kernel methods...

Learning with Group Invariant Features: A Kernel Perspective.