Search Results for author: Aapo Nummenmaa

Found 1 papers, 0 papers with code

Expectation Propagation for Neural Networks with Sparsity-promoting Priors

no code implementations27 Mar 2013 Pasi Jylänki, Aapo Nummenmaa, Aki Vehtari

Comparisons are made to two alternative models with ARD priors: a Gaussian process with a NN covariance function and marginal maximum a posteriori estimates of the relevance parameters, and a NN with Markov chain Monte Carlo integration over all the unknown model parameters.

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