Block-Coordinate Frank-Wolfe Optimization
11 / 2012
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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

Workshop Poster:

poster-block-FW-struct-small.png