Likelihood-based Boosting

Radford Neal and David J C MacKay

We present a probabilistic interpretation of `boosting' in terms of a mixture of experts model, and give a boosting algorithm that is a crippled maximum likelihood algorithm.

(Unpublished paper, 1998)

postscript (Cambridge UK).

postscript (Canada mirror).

pdf (Cambridge UK).

pdf (Canada mirror).

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related publications.
David MacKay's: home page, publications. bibtex file.
Canadian mirrors: home page, publications. bibtex file.

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