Learning with Group Invariant Features: A Kernel Perspective

Youssef Mroueh, Stephen Voinea, Tomaso Poggio

We analyze in this paper a random feature map based on a theory of invariance I-theory introduced recently. More specifically, a group invariant signal signature is obtained throug…