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All Blog Posts Tagged 'Dirichlet' (1)

Bayesian Nonparametric Models

Bayesian Nonparametrics is a class of models with a potentially infinite number of parameters. High flexibility and expressive power of this approach enables better data modelling compared to parametric methods.

Bayesian Nonparametrics is used in problems where a dimension of interest grows with data, for example, in problems where the number of features is not fixed but allowed to vary as we observe more…

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Added by Luba Belokon on October 12, 2017 at 3:00pm — No Comments

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