no code implementations • 10 Jul 2023 • Alison Pouplin, Hrittik Roy, Sidak Pal Singh, Georgios Arvanitidis
In this work, we consider the loss landscape as an embedded Riemannian manifold and show that the differential geometric properties of the manifold can be used when analyzing the generalization abilities of a deep net.
