Global convergence analysis of decomposition methods for support vector machines.

Norikazu Takahashi Tetsuo Nishi

Published in: ISCAS (5) (2004)

Keyphrases

convergence analysis
decomposition methods
support vector
working set
global convergence

decomposition method
support vector machine
training support vector machines
database theory
convergence rate

constraint satisfaction problems
approximation methods
optimality conditions
hypertree decomposition
kernel function

feature selection
neural network
np complete
learning algorithm