111 citations · 425 across the 26 of their papers we have counts for
Showing 2016 · stat.MLShow all
2 papers · 2 filters
stat.ML2016
Bayesian Nonparametrics for Sparse Dynamic Networks
Cian Naik, Francois Caron, Judith Rousseau +2
In this paper we propose a Bayesian nonparametric approach to modelling sparse time-varying networks. A positive parameter is associated to each node of a network, which models the…
stat.ML2016★ 6 cited
Bayesian nonparametric image segmentation using a generalized Swendsen-Wang algorithm
Richard Yi Da Xu, Francois Caron, Arnaud Doucet
Unsupervised image segmentation aims at clustering the set of pixels of an image into spatially homogeneous regions. We introduce here a class of Bayesian nonparametric models to a…