Local Curvature Descent: Squeezing More Curvature out of Standard and Polyak Gradient Descent

Peter Richtárik, Simone Maria Giancola, Dymitr Lubczyk +1

We contribute to the growing body of knowledge on more powerful and adaptive stepsizes for convex optimization, empowered by local curvature information. We do not go the route of…