| 2023 | ICASSP | Polarized Signal Singular Spectrum Analysis with Complex SSA. | Sbastien Journ, Nicolas Le Bihan, Florent Chatelain, Julien Flamant |
| 2022 | ICML | A Random Matrix Analysis of Data Stream Clustering: Coping With Limited Memory Resources. | Hugo Lebeau, Romain Couillet, Florent Chatelain |
| 2021 | ICML | Two-way kernel matrix puncturing: towards resource-efficient PCA and spectral clustering. | Romain Couillet, Florent Chatelain, Nicolas Le Bihan |
| 2019 | ICASSP | Exact Distribution and High-dimensional Asymptotics for Improperness Test of Complex Signals. | Florent Chatelain, Nicolas Le Bihan |
| 2016 | ICASSP | An adaptive robust regression method: Application to galaxy spectrum baseline estimation. | Raphael Bacher, Florent Chatelain, Olivier J. J. Michel |
| 2015 | ICASSP | Parameter estimation for multiple scattering process on the sphere. | Florent Chatelain, Nicolas Le Bihan, Jonathan H. Manton |
| 2014 | ICASSP | Non-parametric Bayesian framework for detection of object configurations with large intensity dynamics in highly noisy hyperspectral data. | Celine Meillier, Florent Chatelain, Olivier J. J. Michel, Hacheme Ayasso |
| 2013 | ICASSP | Von Mises-Fisher approximation of multiple scattering process on the hypersphere. | Florent Chatelain, Nicolas Le Bihan |
| 2013 | ICASSP | Hierarchical Bayesian learning for electrical transient classification. | Matthieu Sanquer, Florent Chatelain, Mabrouka El-Guedri, Nadine Martin |
| 2011 | ICASSP | A Bayesian marked point process for object detection. Application to muse hyperspectral data. | Florent Chatelain, Aude Costard, Olivier J. J. Michel |
| 2011 | ICASSP | A reversible jump MCMC algorithm for Bayesian curve fitting by using smooth transition regression models. | Matthieu Sanquer, Florent Chatelain, Mabrouka El-Guedri, Nadine Martin |
| 2010 | ICASSP | Maximum-likelihood estimation of the polarization degree from two multi-look intensity images. | Reza Shirvany, Marie Chabert, Florent Chatelain, Jean-Yves Tourneret |
| 2008 | ICASSP | Parameter estimation for sums of correlated gamma random variables. Application to anomaly detection in internet traffic. | Florent Chatelain, Pierre Borgnat, Jean-Yves Tourneret, Patrice Abry |
| 2007 | ICASSP | Bivariate Gamma Distributions for Multisensor Sar Images. | Florent Chatelain, Jean-Yves Tourneret |
| 2006 | ICASSP | Parameter Estimation for Multivariate Mixed Poisson Distributions. | Florent Chatelain, Andr Ferrari, Jean-Yves Tourneret |