Search Results for author: Isabella Lukasewitz

Found 1 papers, 0 papers with code

Minding the Gaps for Block Frank-Wolfe Optimization of Structured SVMs

no code implementations30 May 2016 Anton Osokin, Jean-Baptiste Alayrac, Isabella Lukasewitz, Puneet K. Dokania, Simon Lacoste-Julien

In this paper, we propose several improvements on the block-coordinate Frank-Wolfe (BCFW) algorithm from Lacoste-Julien et al. (2013) recently used to optimize the structured support vector machine (SSVM) objective in the context of structured prediction, though it has wider applications.

Structured Prediction

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