most citedPrior and Likelihood Choices for Bayesian Matrix Factorisation on Small Datasets

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cs.LG2016★ 4 cited

Fast Bayesian Non-Negative Matrix Factorisation and Tri-Factorisation

Thomas Brouwer, Jes Frellsen, Pietro Lio'

We present a fast variational Bayesian algorithm for performing non-negative matrix factorisation and tri-factorisation. We show that our approach achieves faster convergence per i…