Automatic relevance determination with ensembles of Bayesian MLPs
The problem of controlling model complexity and data complexity are fundamental issues in neural network learning. Some researchers have used Bayesian-learning on neural networks to control the model complexity. The Bayesian-based technique, Automatic Relevance Determination (ARD), can effectively c...
| Main Author: | |
|---|---|
| Published: |
University of Surrey
2008
|
| Subjects: | |
| Online Access: | http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.479497 |