Distributed Convex Optimization with Proximal Methods

N. Parikh

This thesis included work from the monographs “Proximal Algorithms” and “Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers” along with some additional material from “Block Splitting for Distributed Optimization”.

Citation: N. Parikh. Distributed Convex Optimization with Proximal Methods. Stanford University, Ph.D. Thesis, 2014.