On the Convergence of Overparameterized Problems: Inherent Properties of the Compositional Structure of Neural Networks

This research establishes global convergence for overparameterized networks, revealing that saddle point stability is a universal property driven by intrinsi...

Level: expert

By Arthur Castello Branco de Oliveira, Dhruv Jatkar, Eduardo Sontag

Category: research