NeuroCOLT workshop
on
Generalisation Bounds Less than 0.5
Windsor, 29 April - 2 May 2002
Cumberland Lodge

"Training SVMs by Random Sampling"

Jose Balcazar

We survey recent results by Balcazar, Dai, and Watanabe on the use of random sampling techniques for training classification and regression SVMs.