Dissertation
Two papers focused on advancing first-order methods for convex optimization problems.
Background and Description
This dissertation is composed of two separate papers and is primarily centered around improving first-order methods for solving convex optimization problems.
Read the dissertation
The full manuscript covering both papers.
View the defense
Presentation deck with the key results.
Read the preprint
Supporting preprint on universal gradient methods.