Block-Coordinate Frank-Wolfe Optimization - with applications to structured prediction
Block-Coordinate Frank-Wolfe Optimization for Structural SVMs
(with Simon Lacoste-Julien, Mark Schmidt, and Patrick Pletscher)
International Conference on Machine Learning (ICML), JMLR W&CP 28 (1): 53–61, 2013.
Paper short version: NIPS OPT Workshop
Implementation (Matlab/Octave)
Slides of Optimization and Big Data Workshop, Edinburgh, UK
Slides of Talk at XRCE Grenoble, France
