@article{Swoboda2018MAPIV, title={MAP inference via Block-Coordinate Frank-Wolfe Algorithm}, author={Paul Swoboda and Vladimir Kolmogorov}, journal={CoRR}, year={2018}, volume={abs/1806.05049} }

- Published 2018 in ArXiv

We present a new proximal bundle method for Maximum-A-Posteriori (MAP) inference in structured energy minimization problems. The method optimizes a Lagrangean relaxation of the original energy minimization problem using a multi plane block-coordinate Frank-Wolfe method that takes advantage of the specific structure of the Lagrangean decomposition. We show… CONTINUE READING

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