Regularization and Complexity Control in Feed-forward Networks

Part of book or chapter of book, Contribution for newspaper or weekly magazine English OPEN
Bishop, C. M. (1995)
  • Publisher: EC2 et Cie

In this paper we consider four alternative approaches to complexity control in feed-forward networks based respectively on architecture selection, regularization, early stopping, and training with noise. We show that there are close similarities between these approaches... View more
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