Efficient svm training using low-rank kernel representations
FineShai, ScheinbergKatya · Journal of Machine Learning Research · 2002
SVM training is a convex optimization problem which scales with the training set size rather than the feature space dimension. While this is usually considered to be a desired quality, in large sca...