152 citations · 156 across the 2 of their papers we have counts for
2 papers
cs.LG2012★ 152 cited
Block-Coordinate Frank-Wolfe Optimization for Structural SVMs
Simon Lacoste-Julien, Martin Jaggi, Mark Schmidt +1
We propose a randomized block-coordinate variant of the classic Frank-Wolfe algorithm for convex optimization with block-separable constraints. Despite its lower iteration cost, we…
cs.LG2012★ 4 cited
LPQP for MAP: Putting LP Solvers to Better Use
Patrick Pletscher, Sharon Wulff
MAP inference for general energy functions remains a challenging problem. While most efforts are channeled towards improving the linear programming (LP) based relaxation, this work…