title: Regularization with a Pruning Prior.
abstract: 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.
authors.affiliation: Department of Mathematical Modelling, Technical University of Denmark, DK-2800 Lyngby, Denmark
authors.forename: Lars Kai
authors.initials: LK
authors.lastname: Hansen
authors.forename: Cyril
authors.initials: C
authors.lastname: Goutte