78 citations · 253 across the 56 of their papers we have counts for
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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…
stat.ML2016★ 1 cited
The Multivariate Generalised von Mises distribution: Inference and applications
Alexandre K. W. Navarro, Jes Frellsen, Richard E. Turner
Circular variables arise in a multitude of data-modelling contexts ranging from robotics to the social sciences, but they have been largely overlooked by the machine learning commu…