A Quadratic Loss Multi-Class SVM for which a Radius-Margin Bound Applies.

Yann Guermeur Emmanuel Monfrini

Published in: Informatica (2011)

Keyphrases

multi class svm
multi class
multi class classification
objective function
rademacher complexity
lower bound
pairwise
upper bound
support vector
constrained minimization
neural network
support vector machine
cross validation
learning algorithm
vc dimension
maximum margin