RedEx: Beyond Fixed Representation Methods via Convex Optimization

Amit Daniely, Mariano Schain, Gilad Yehudai

Optimizing Neural networks is a difficult task which is still not well understood. On the other hand, fixed representation methods such as kernels and random features have provable…