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Nonparametric Bayesian Methods for Extracting Structure from Data
Meeds, Edward - 2008
One desirable property of machine learning algorithms is the ability to balance the number of parameters in a model in accordance with the amount of available data.Incorporating nonparametric Bayesian priors into models is one approach of automatically adjusting model capacity to the amount of...
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