Some slides of my 2011/10/20 seminar talk on "Convex Optimization without Projection Steps ", which is the first part of my PhD thesis on "Sparse Convex Optimization Methods for Machine Learning".
Here is a take-out of the chapter on
Convex Optimization without Projection Steps
arXiv math.OC, September 2011
Update: And here is a link to the newer and more compressed overview paper (2012):
Revisiting Frank-Wolfe: Projection-Free Sparse Convex Optimization
