The Effect of Singularities in a Learning Machine when the True Parameters Do Not Lie on such Singularities.

Sumio Watanabe Shun-ichi Amari

Published in: NIPS (2002)

Keyphrases

learning machines
support vector
pattern recognition
model selection
unlabeled data
learning tasks
data mining
learning algorithm
feature space
support vector machine
semi supervised
image compression
back propagation
ensemble learning
vapnik chervonenkis dimension