Scalable Bayesian nonparametric regression via a Plackett-Luce model for conditional ranks
Gray-Davies, T Holmes, C Caron, F (24 Jun 2015) doi:10.48550/arxiv.1506.07412
Biips: Software for Bayesian Inference with Interacting Particle Systems
Todeschini, A Caron, F Fuentes, M Legrand, P Del Moral, P (11 Dec 2014) doi:10.48550/arxiv.1412.3779
Sequential Dirichlet Process Mixtures of Multivariate Skew t-distributions for Model-based Clustering of Flow Cytometry Data
Hejblum, B Alkhassim, C Gottardo, R Caron, F Thiébaut, R (14 Feb 2017) doi:10.48550/arxiv.1702.04407
A unified construction for series representations and finite approximations of completely random measures
Lee, J Miscouridou, X Caron, F (26 May 2019) doi:10.48550/arxiv.1905.10733
Non-exchangeable feature allocation models with sublinear growth of the feature sizes
Di Benedetto, G Caron, F Teh, Y (30 Mar 2020) doi:10.48550/arxiv.2003.13491
Beyond the Chinese Restaurant and Pitman-Yor processes: Statistical Models with Double Power-law Behavior
Ayed, F Lee, J Caron, F (12 Feb 2019) doi:10.48550/arxiv.1902.04714
Nonnegative Bayesian nonparametric factor models with completely random measures for community detection
Ayed, F Caron, F (27 Feb 2019) doi:10.48550/arxiv.1902.10693
The Normal-Generalised Gamma-Pareto process: A novel pure-jump Lévy process with flexible tail and jump-activity properties
Ayed, F Lee, J Caron, F (19 Jun 2020) doi:10.48550/arxiv.2006.10968
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