Florent Chatelain

39 papers A* 2Misc 11Journal 15Unranked 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Random Matrix Approach to Low-Multilinear-Rank Tensor Approximation.
J. Mach. Learn. Res.
Hugo Lebeau, Florent Chatelain, Romain Couillet
2025 J jnl
High-Dimensional Partial Least Squares: Spectral Analysis and Fundamental Limitations.
CoRR
Victor Léger, Florent Chatelain
2024 J jnl
A Random Matrix Approach to Low-Multilinear-Rank Tensor Approximation.
CoRR
Hugo Lebeau, Florent Chatelain, Romain Couillet
2024 J jnl
Asymptotic Gaussian Fluctuations of Eigenvectors in Spectral Clustering.
CoRR
Hugo Lebeau, Florent Chatelain, Romain Couillet
2024 J jnl
Asymptotic Gaussian Fluctuations of Eigenvectors in Spectral Clustering.
IEEE Signal Process. Lett.
Hugo Lebeau, Florent Chatelain, Romain Couillet
2024 — conf
Sources Separation in Hyperspectral Images for Protoplanets Detection and Characterization.
EUSIPCO
R. Julo, Florent Chatelain, M. Bonnefoy, Olivier J. J. Michel, O. Flasseur, P. Delorme, S. Jorquera
2023 Misc conf
Polarized Signal Singular Spectrum Analysis with Complex SSA.
ICASSP
Sébastien Journé, Nicolas Le Bihan, Florent Chatelain, Julien Flamant
2022 A* conf
A Random Matrix Analysis of Data Stream Clustering: Coping With Limited Memory Resources.
ICML
Hugo Lebeau, Romain Couillet, Florent Chatelain
2021 A* conf
Two-way kernel matrix puncturing: towards resource-efficient PCA and spectral clustering.
ICML
Romain Couillet, Florent Chatelain, Nicolas Le Bihan
2021 J jnl
Two-way kernel matrix puncturing: towards resource-efficient PCA and spectral clustering.
CoRR
Romain Couillet, Florent Chatelain, Nicolas Le Bihan
2020 — conf
Performance-Complexity Trade-Off in Large Dimensional Statistics.
MLSP
Tayeb Zarrouk, Romain Couillet, Florent Chatelain, Nicolas Le Bihan
2019 Misc conf
Exact Distribution and High-dimensional Asymptotics for Improperness Test of Complex Signals.
ICASSP
Florent Chatelain, Nicolas Le Bihan
2017 — conf
Density Estimation for Compound Cox Processes on Hyperspheres.
GSI
Florent Chatelain, Nicolas Le Bihan, Jonathan H. Manton
2017 — conf
Global error control procedure for spatially structured targets.
EUSIPCO
Raphael Bacher, Florent Chatelain, Olivier J. J. Michel
2017 J jnl
Robust Control of Varying Weak Hyperspectral Target Detection With Sparse Nonnegative Representation.
IEEE Trans. Signal Process.
Raphael Bacher, Celine Meillier, Florent Chatelain, Olivier J. J. Michel
2016 Misc conf
An adaptive robust regression method: Application to galaxy spectrum baseline estimation.
ICASSP
Raphael Bacher, Florent Chatelain, Olivier J. J. Michel
2016 J jnl
Bayesian Model for Multiple Change-Points Detection in Multivariate Time Series.
IEEE Trans. Signal Process.
Flore Harle, Florent Chatelain, Cédric Gouy-Pailler, Sophie Achard
2016 J jnl
Isotropic Multiple Scattering Processes on Hyperspheres.
IEEE Trans. Inf. Theory
Nicolas Le Bihan, Florent Chatelain, Jonathan H. Manton
2015 — conf
Error control for the detection of rare and weak signatures in massive data.
EUSIPCO
Celine Meillier, Florent Chatelain, Olivier J. J. Michel, Hacheme Ayasso
2015 J jnl
Nonparametric Bayesian Extraction of Object Configurations in Massive Data.
IEEE Trans. Signal Process.
Celine Meillier, Florent Chatelain, Olivier J. J. Michel, Hacheme Ayasso
2015 Misc conf
Parameter estimation for multiple scattering process on the sphere.
ICASSP
Florent Chatelain, Nicolas Le Bihan, Jonathan H. Manton
2014 J jnl
Isotropic Multiple Scattering Processes on Hyperspheres.
CoRR
Nicolas Le Bihan, Florent Chatelain, Jonathan H. Manton
2014 Misc conf
Non-parametric Bayesian framework for detection of object configurations with large intensity dynamics in highly noisy hyperspectral data.
ICASSP
Celine Meillier, Florent Chatelain, Olivier J. J. Michel, Hacheme Ayasso
2014 — conf
Rank-based multiple change-point detection in multivariate time series.
EUSIPCO
Flore Harle, Florent Chatelain, Cédric Gouy-Pailler, Sophie Achard
2013 J jnl
A Smooth Transition Model for Multiple-Regime Time Series.
IEEE Trans. Signal Process.
Matthieu Sanquer, Florent Chatelain, Mabrouka El-Guedri, Nadine Martin
2013 Misc conf
Hierarchical Bayesian learning for electrical transient classification.
ICASSP
Matthieu Sanquer, Florent Chatelain, Mabrouka El-Guedri, Nadine Martin
2013 Misc conf
Von Mises-Fisher approximation of multiple scattering process on the hypersphere.
ICASSP
Florent Chatelain, Nicolas Le Bihan
2011 Misc conf
A Bayesian marked point process for object detection. Application to muse hyperspectral data.
ICASSP
Florent Chatelain, Aude Costard, Olivier J. J. Michel
2011 Misc conf
A reversible jump MCMC algorithm for Bayesian curve fitting by using smooth transition regression models.
ICASSP
Matthieu Sanquer, Florent Chatelain, Mabrouka El-Guedri, Nadine Martin
2010 Misc conf
Maximum-likelihood estimation of the polarization degree from two multi-look intensity images.
ICASSP
Reza Shirvany, Marie Chabert, Florent Chatelain, Jean-Yves Tourneret
2009 J jnl
Pairwise likelihood estimation for multivariate mixed Poisson models generated by Gamma intensities.
Stat. Comput.
Florent Chatelain, Sophie Lambert-Lacroix, Jean-Yves Tourneret
2009 — conf
Parameter Estimation for Marked Point Processes. Application to Object Extraction from Remote Sensing Images.
EMMCVPR
Florent Chatelain, Xavier Descombes, Josiane Zerubia
2008 J jnl
Change Detection in Multisensor SAR Images Using Bivariate Gamma Distributions.
IEEE Trans. Image Process.
Florent Chatelain, Jean-Yves Tourneret, Jordi Inglada
2008 Misc conf
Parameter estimation for sums of correlated gamma random variables. Application to anomaly detection in internet traffic.
ICASSP
Florent Chatelain, Pierre Borgnat, Jean-Yves Tourneret, Patrice Abry
2007 J jnl
Bivariate Gamma Distributions for Image Registration and Change Detection.
IEEE Trans. Image Process.
Florent Chatelain, Jean-Yves Tourneret, Jordi Inglada, André Ferrari
2007 — conf
Bivariate Gamma Distributions for Multisensor Sar Images.
ICASSP (3)
Florent Chatelain, Jean-Yves Tourneret
2007 — —
Lois Gamma multivariées pour le traitement d'images radar. (Multivarite Gamma based distributions for RADAR imaging).
Florent Chatelain
2006 — conf
Parameter Estimation for Multivariate Mixed Poisson Distributions.
ICASSP (3)
Florent Chatelain, André Ferrari, Jean-Yves Tourneret
2006 — conf
Parameter estimation for multivariate gamma distributions.
EUSIPCO
Florent Chatelain, Jean-Yves Tourneret, Jordi Inglada, André Ferrari