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A novel Frank-Wolfe algorithm. Analysis and applications to large-scale SVM training.
Ricardo Ñanculef
Emanuele Frandi
Claudio Sartori
Héctor Allende
Published in:
Inf. Sci. (2014)
Keyphrases
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learning algorithm
optimal solution
optimization algorithm
k means
probabilistic model
svm training
worst case
linear programming
machine learning
similarity measure
objective function
cost function
expectation maximization
support vector machine svm
convex hull
stochastic gradient descent