Florent Chatelain

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 15

Top Topics

Spectral Clustering

Top Venues

IEEE Trans. Signal Process.

Publications

Hugo Lebeau, Florent Chatelain, Romain Couillet
Asymptotic Gaussian Fluctuations of Eigenvectors in Spectral Clustering. IEEE Signal Process. Lett. 31 (2024)
Hugo Lebeau, Florent Chatelain, Romain Couillet
A Random Matrix Approach to Low-Multilinear-Rank Tensor Approximation. CoRR (2024)
Hugo Lebeau, Florent Chatelain, Romain Couillet
Asymptotic Gaussian Fluctuations of Eigenvectors in Spectral Clustering. CoRR (2024)
Sébastien Journé, Nicolas Le Bihan, Florent Chatelain, Julien Flamant
Polarized Signal Singular Spectrum Analysis with Complex SSA. ICASSP (2023)
Hugo Lebeau, Romain Couillet, Florent Chatelain
A Random Matrix Analysis of Data Stream Clustering: Coping With Limited Memory Resources. ICML (2022)
Romain Couillet, Florent Chatelain, Nicolas Le Bihan
Two-way kernel matrix puncturing: towards resource-efficient PCA and spectral clustering. CoRR (2021)
Romain Couillet, Florent Chatelain, Nicolas Le Bihan
Two-way kernel matrix puncturing: towards resource-efficient PCA and spectral clustering. ICML (2021)
Tayeb Zarrouk, Romain Couillet, Florent Chatelain, Nicolas Le Bihan
Performance-Complexity Trade-Off in Large Dimensional Statistics. MLSP (2020)
Florent Chatelain, Nicolas Le Bihan
Exact Distribution and High-dimensional Asymptotics for Improperness Test of Complex Signals. ICASSP (2019)
Florent Chatelain, Nicolas Le Bihan, Jonathan H. Manton
Density Estimation for Compound Cox Processes on Hyperspheres. GSI (2017)
Raphael Bacher, Florent Chatelain, Olivier J. J. Michel
Global error control procedure for spatially structured targets. EUSIPCO (2017)
Raphael Bacher, Celine Meillier, Florent Chatelain, Olivier J. J. Michel
Robust Control of Varying Weak Hyperspectral Target Detection With Sparse Nonnegative Representation. IEEE Trans. Signal Process. 65 (13) (2017)
Raphael Bacher, Florent Chatelain, Olivier J. J. Michel
An adaptive robust regression method: Application to galaxy spectrum baseline estimation. ICASSP (2016)
Flore Harle, Florent Chatelain, Cédric Gouy-Pailler, Sophie Achard
Bayesian Model for Multiple Change-Points Detection in Multivariate Time Series. IEEE Trans. Signal Process. 64 (16) (2016)
Nicolas Le Bihan, Florent Chatelain, Jonathan H. Manton
Isotropic Multiple Scattering Processes on Hyperspheres. IEEE Trans. Inf. Theory 62 (10) (2016)
Celine Meillier, Florent Chatelain, Olivier J. J. Michel, Hacheme Ayasso
Error control for the detection of rare and weak signatures in massive data. EUSIPCO (2015)
Celine Meillier, Florent Chatelain, Olivier J. J. Michel, Hacheme Ayasso
Nonparametric Bayesian Extraction of Object Configurations in Massive Data. IEEE Trans. Signal Process. 63 (8) (2015)
Florent Chatelain, Nicolas Le Bihan, Jonathan H. Manton
Parameter estimation for multiple scattering process on the sphere. ICASSP (2015)
Nicolas Le Bihan, Florent Chatelain, Jonathan H. Manton
Isotropic Multiple Scattering Processes on Hyperspheres. CoRR (2014)
Flore Harle, Florent Chatelain, Cédric Gouy-Pailler, Sophie Achard
Rank-based multiple change-point detection in multivariate time series. EUSIPCO (2014)
Celine Meillier, Florent Chatelain, Olivier J. J. Michel, Hacheme Ayasso
Non-parametric Bayesian framework for detection of object configurations with large intensity dynamics in highly noisy hyperspectral data. ICASSP (2014)
Florent Chatelain, Nicolas Le Bihan
Von Mises-Fisher approximation of multiple scattering process on the hypersphere. ICASSP (2013)
Matthieu Sanquer, Florent Chatelain, Mabrouka El-Guedri, Nadine Martin
A Smooth Transition Model for Multiple-Regime Time Series. IEEE Trans. Signal Process. 61 (7) (2013)
Matthieu Sanquer, Florent Chatelain, Mabrouka El-Guedri, Nadine Martin
Hierarchical Bayesian learning for electrical transient classification. ICASSP (2013)
Florent Chatelain, Aude Costard, Olivier J. J. Michel
A Bayesian marked point process for object detection. Application to muse hyperspectral data. ICASSP (2011)
Matthieu Sanquer, Florent Chatelain, Mabrouka El-Guedri, Nadine Martin
A reversible jump MCMC algorithm for Bayesian curve fitting by using smooth transition regression models. ICASSP (2011)
Reza Shirvany, Marie Chabert, Florent Chatelain, Jean-Yves Tourneret
Maximum-likelihood estimation of the polarization degree from two multi-look intensity images. ICASSP (2010)
Florent Chatelain, Sophie Lambert-Lacroix, Jean-Yves Tourneret
Pairwise likelihood estimation for multivariate mixed Poisson models generated by Gamma intensities. Stat. Comput. 19 (3) (2009)
Florent Chatelain, Xavier Descombes, Josiane Zerubia
Parameter Estimation for Marked Point Processes. Application to Object Extraction from Remote Sensing Images. EMMCVPR (2009)
Florent Chatelain, Pierre Borgnat, Jean-Yves Tourneret, Patrice Abry
Parameter estimation for sums of correlated gamma random variables. Application to anomaly detection in internet traffic. ICASSP (2008)
Florent Chatelain, Jean-Yves Tourneret, Jordi Inglada
Change Detection in Multisensor SAR Images Using Bivariate Gamma Distributions. IEEE Trans. Image Process. 17 (3) (2008)
Florent Chatelain, Jean-Yves Tourneret, Jordi Inglada, André Ferrari
Bivariate Gamma Distributions for Image Registration and Change Detection. IEEE Trans. Image Process. 16 (7) (2007)
Florent Chatelain, Jean-Yves Tourneret
Bivariate Gamma Distributions for Multisensor Sar Images. ICASSP (3) (2007)
Florent Chatelain, Jean-Yves Tourneret, Jordi Inglada, André Ferrari
Parameter estimation for multivariate gamma distributions. EUSIPCO (2006)
Florent Chatelain, André Ferrari, Jean-Yves Tourneret
Parameter Estimation for Multivariate Mixed Poisson Distributions. ICASSP (3) (2006)