Talk, UC San Diego, Scalable Optimization and Control Group, La Jolla, California
A talk I gave as a part of the weekly reading group meetings of the SOC Group, giving a proof of the convergence of distributed gradient descent and the basic gradient tracking algorithm.
Talk, UC San Diego, Scalable Optimization and Control Group, La Jolla, California
A talk I gave as a part of the weekly reading group meetings of the SOC Group, giving a brief introduction to the field of distributed optimization and some of its interesting characteristics.
Talk, UC San Diego, Scalable Optimization and Control Group, La Jolla, California
A talk I gave as a part of the weekly reading group meetings of the SOC Group, focusing on the Augmented Lagrangian Method (ALM), as well as the motivation, properties, and convergence of the ALM.
Talk, UC San Diego, Scalable Optimization and Control Group, La Jolla, California
A talk I gave as a part of the weekly reading group meetings of the SOC Group, focusing on applications of the Performance Estimation Problem framework.
Talk, UC San Diego, Scalable Optimization and Control Group, La Jolla, California
A talk I gave as a part of the weekly reading group meetings of the SOC Group, focused on convex conjugation and its use in the PEP.