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A multi-plane block-coordinate frank-wolfe algorithm for training structural SVMs with a costly max-oracle.
Neel Shah
Vladimir Kolmogorov
Christoph H. Lampert
Published in:
CVPR (2015)
Keyphrases
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structural svms
learning algorithm
np hard
improved algorithm
times faster
training algorithm
optimal solution
k means
expectation maximization
convex hull
elastic net
objective function
prior knowledge
logistic regression
posterior probability