Youssef Mroueh

Local Group Invariant Representations via Orbit Embeddings

2016 · arXiv (Cornell University)

Invariance to nuisance transformations is one of the desirable properties of effective representations. We consider transformations that form a \emph{group} and propose an approach based on kernel methods to derive local group invariant representations. Locality …