Regularization with a pruning prior

Cyril Goutte, Lars Kai Hansen

    Research output: Contribution to journalJournal articleResearchpeer-review


    We investigate the use of a regularization priorthat we show has pruning properties. Analyses areconducted both using a Bayesian framework and withthe generalization method, on a simple toyproblem. Results are thoroughly compared withthose obtained with a traditional weight decay.
    Original languageEnglish
    JournalNeural Networks
    Issue number6
    Pages (from-to)1053-1059
    Publication statusPublished - 1997


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