Proximal Splitting Algorithms for Structured Nonsmooth Convex Optimization Problems

December 16, 2013
1:00-2:00 PM
414 CEPSR
Speaker: Patrick Combettes, Laboratoire Jacques-Louis Lions, Université Pierre et Marie Curie

Abstract

We report on some of the latest advances in the area of proximal splitting methods for solving complex convex optimization problems involving various combinations of 
possibly nonsmooth functions. Applications to machine learning, inverse problems, and image recovery will be discussed.


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