Modelling sparsity, heterogeneity, reciprocity and community structure in temporal interaction data
Miscouridou, X
Caron, F
Teh, Y
(16 Mar 2018)
doi:10.48550/arxiv.1803.06070
Bayesian nonparametric Plackett-Luce models for the analysis of preferences for college degree programmes
Caron, F
Teh, Y
Murphy, T
(21 Nov 2012)
doi:10.48550/arxiv.1211.5037
Particle MCMC for Bayesian Microwave Control
Minvielle, P
Todeschini, A
Caron, F
Del Moral, P
(12 May 2014)
doi:10.48550/arxiv.1405.2673
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
Non-exchangeable random partition models for microclustering
Di Benedetto, G
Caron, F
Teh, Y
(20 Nov 2017)
doi:10.48550/arxiv.1711.07287
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
Sparse Networks with Core-Periphery Structure
Naik, C
Caron, F
Rousseau, J
(21 Oct 2019)
doi:10.48550/arxiv.1910.09679
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