no code implementations • 11 Sep 2023 • Pavan Karjol, Rohan Kashyap, Prathosh A P
Unlike the traditional $H$-invariant networks wherein $H$ is assumed to be known, we present a method to discover the underlying subgroup, given that it satisfies certain conditions.
no code implementations • 6 Sep 2023 • Pavan Karjol, Rohan Kashyap, Aditya Gopalan, Prathosh A. P
At the core of the framework is a novel architecture composed of linear, matrix-valued and non-linear functions that expresses functions invariant to these subgroups in a principled manner.
