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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
5042006
Sparse graphs using exchangeable random measures
F Caron, EB Fox
Journal of the Royal Statistical Society B 79 (5), 1295-1366, 2017
2412017
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
2272007
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
2212011
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
1732008
Efficient Bayesian Inference for Generalized Bradley-Terry Models
F Caron, A Doucet
Journal of Computational and Graphical Statistics 21 (1), 174-196, 2012
1492012
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
131*2007
Sparse Bayesian nonparametric regression
F Caron, A Doucet
25th International Conference on Machine learning (ICML'2008), 2008
1162008
Two-sample Bayesian nonparametric hypothesis testing
CC Holmes, F Caron, JE Griffin, DA Stephens
Bayesian Analysis 10 (2), 297-320, 2015
972015
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
65*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
502012
Bayesian nonparametric models for bipartite graphs
F Caron
NIPS-Neural Information Processing Systems, 2012
472012
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
432007
A hierarchical bayesian framework for constructing sparsity-inducing priors
A Lee, F Caron, A Doucet, C Holmes
Arxiv preprint arXiv:1009.1914, 2010
422010
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
39*2020
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
392008
Bayesian nonparametric models for ranked data
F Caron, YW Teh
NIPS-Neural Information Processing Systems, 2012
362012
Bayesian Sparsity-Path-Analysis of Genetic Association Signal using Generalized t Priors
A Lee, F Caron, A Doucet, C Holmes
Statistical Applications in Genetics and Molecular Biology 11 (2), 2012
272012
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, 2018
252018
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
242017
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