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François Caron
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GPS/IMU data fusion using multisensor Kalman filtering: introduction of contextual aspects
F Caron, E Duflos, D Pomorski, P Vanheeghe
Information Fusion 7 (2), 221-230, 2006
5882006
Sparse graphs using exchangeable random measures
F Caron, EB Fox
Journal of the Royal Statistical Society B (with discussion) 79 (5), 1295-1366, 2017
2912017
The Reality of Neandertal Symbolic Behavior at the Grotte du Renne, Arcy-sur-Cure, France
F Caron, F d'Errico, P Del Moral, F Santos, J Zilhão
PloS one 6 (6), e21545, 2011
2512011
Particle filtering for multisensor data fusion with switching observation models: Application to land vehicle positioning
F Caron, M Davy, E Duflos, P Vanheeghe
IEEE Transactions on Signal Processing 55 (6), 2703-2719, 2007
2482007
Bayesian inference for linear dynamic models with Dirichlet process mixtures
F Caron, M Davy, A Doucet, E Duflos, P Vanheeghe
IEEE Transactions on Signal Processing, 56 (1), 71-84, 2008
1932008
Efficient Bayesian Inference for Generalized Bradley-Terry Models
F Caron, A Doucet
Journal of Computational and Graphical Statistics 21 (1), 174-196, 2012
1782012
Generalized Polya urn for time-varying Dirichlet process mixtures
F Caron, M Davy, A Doucet
23rd Conference on Uncertainty in Artificial Intelligence (UAI’2007), 2007
147*2007
Sparse Bayesian nonparametric regression
F Caron, A Doucet
25th International Conference on Machine learning (ICML'2008), 2008
1262008
Two-sample Bayesian nonparametric hypothesis testing
CC Holmes, F Caron, JE Griffin, DA Stephens
Bayesian Analysis 10 (2), 297-320, 2015
1152015
Bayesian nonparametric Plackett-Luce models for the analysis of preferences for college degree programmes
F Caron, YW Teh, TB Murphy
Annals of Applied Statistics 8 (2), 1145-1181, 2014
80*2014
On-line changepoint detection and parameter estimation with application to genomic data
F Caron, A Doucet, R Gottardo
Statistics and Computing 22 (2), 579-595, 2012
592012
Bayesian nonparametric models for bipartite graphs
F Caron
NIPS-Neural Information Processing Systems, 2012
542012
Exchangeable random measures for sparse and modular graphs with overlapping communities
A Todeschini, X Miscouridou, F Caron
Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2020
532020
Locating sensor nodes on construction projects
F Caron, SN Razavi, J Song, P Vanheeghe, E Duflos, C Caldas, C Haas
Autonomous Robots 22 (3), 255-263, 2007
452007
A hierarchical bayesian framework for constructing sparsity-inducing priors
A Lee, F Caron, A Doucet, C Holmes
Arxiv preprint arXiv:1009.1914, 2010
442010
Bayesian nonparametric models for ranked data
F Caron, YW Teh
NIPS-Neural Information Processing Systems, 2012
402012
Least committed basic belief density induced by a multivariate Gaussian: Formulation with applications
F Caron, B Ristic, E Duflos, P Vanheeghe
International Journal of Approximate Reasoning 48 (2), 419-436, 2008
402008
Generalized Pólya urn for time-varying Pitman-Yor processes
F Caron, W Neiswanger, F Wood, A Doucet, M Davy
Journal of Machine Learning Research 18 (27), 1−32, 2017
382017
Modelling sparsity, heterogeneity, reciprocity and community structure in temporal interaction data
X Miscouridou, F Caron, YW Teh
Advances in Neural Information Processing Systems (NeurIPS'2018), 2018
362018
Sequential Dirichlet Process Mixtures of Multivariate Skew t-distributions for Model-based Clustering of Flow Cytometry Data
BP Hejblum, C Alkhassim, R Gottardo, F Caron, R Thiébaut
The Annals of Applied Statistics 13 (1), 638-660, 2019
322019
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