Provably Fast Training Algorithms for Support Vector Machines.

José L. Balcázar Yang Dai Osamu Watanabe

Published in: ICDM (2001)

Keyphrases

support vector
computational cost
learning machines
computational complexity
benchmark datasets
significant improvement
worst case
computationally efficient
times faster
machine learning
data structure
optimization problems
loss function
generalization ability
early stopping