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Empirical risk minimization for support vector classifiers.
Fernando Pérez-Cruz
Ángel Navia-Vázquez
Aníbal R. Figueiras-Vidal
Antonio Artés-Rodríguez
Published in:
IEEE Trans. Neural Networks (2003)
Keyphrases
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empirical risk minimization
vc dimension
statistical learning theory
uniform convergence
empirical risk
generalization bounds
rates of convergence
machine learning
phase transition
active learning
np hard
learning tasks
learning machines
risk minimization