Regularization with a Pruning Prior.
We investigate the use of a regularization prior and its pruning properties. We illustrate the behavior of this prior by conducting analyses both using a Bayesian framework and with the generalization method, on a simple toy problem. Results are thoroughly compared with those obtained with a traditional weight decay. Copyright 1997 Elsevier Science Ltd.
Hansen
Lars Kai
LK
Department of Mathematical Modelling, Technical University of Denmark, DK-2800 Lyngby, Denmark
Goutte
Cyril
C