Florent Chatelain

According to our database1, Florent Chatelain authored at least 32 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Asymptotic Gaussian Fluctuations of Eigenvectors in Spectral Clustering.
CoRR, 2024

A Random Matrix Approach to Low-Multilinear-Rank Tensor Approximation.
CoRR, 2024

2023
Polarized Signal Singular Spectrum Analysis with Complex SSA.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
A Random Matrix Analysis of Data Stream Clustering: Coping With Limited Memory Resources.
Proceedings of the International Conference on Machine Learning, 2022

2021
Two-way kernel matrix puncturing: towards resource-efficient PCA and spectral clustering.
Proceedings of the 38th International Conference on Machine Learning, 2021

2020
Performance-Complexity Trade-Off in Large Dimensional Statistics.
Proceedings of the 30th IEEE International Workshop on Machine Learning for Signal Processing, 2020

2019
Exact Distribution and High-dimensional Asymptotics for Improperness Test of Complex Signals.
Proceedings of the IEEE International Conference on Acoustics, 2019

2017
Robust Control of Varying Weak Hyperspectral Target Detection With Sparse Nonnegative Representation.
IEEE Trans. Signal Process., 2017

Density Estimation for Compound Cox Processes on Hyperspheres.
Proceedings of the Geometric Science of Information - Third International Conference, 2017

Global error control procedure for spatially structured targets.
Proceedings of the 25th European Signal Processing Conference, 2017

2016
Bayesian Model for Multiple Change-Points Detection in Multivariate Time Series.
IEEE Trans. Signal Process., 2016

Isotropic Multiple Scattering Processes on Hyperspheres.
IEEE Trans. Inf. Theory, 2016

An adaptive robust regression method: Application to galaxy spectrum baseline estimation.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015
Nonparametric Bayesian Extraction of Object Configurations in Massive Data.
IEEE Trans. Signal Process., 2015

Parameter estimation for multiple scattering process on the sphere.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Error control for the detection of rare and weak signatures in massive data.
Proceedings of the 23rd European Signal Processing Conference, 2015

2014
Non-parametric Bayesian framework for detection of object configurations with large intensity dynamics in highly noisy hyperspectral data.
Proceedings of the IEEE International Conference on Acoustics, 2014

Rank-based multiple change-point detection in multivariate time series.
Proceedings of the 22nd European Signal Processing Conference, 2014

2013
A Smooth Transition Model for Multiple-Regime Time Series.
IEEE Trans. Signal Process., 2013

Hierarchical Bayesian learning for electrical transient classification.
Proceedings of the IEEE International Conference on Acoustics, 2013

Von Mises-Fisher approximation of multiple scattering process on the hypersphere.
Proceedings of the IEEE International Conference on Acoustics, 2013

2011
A reversible jump MCMC algorithm for Bayesian curve fitting by using smooth transition regression models.
Proceedings of the IEEE International Conference on Acoustics, 2011

A Bayesian marked point process for object detection. Application to muse hyperspectral data.
Proceedings of the IEEE International Conference on Acoustics, 2011

2010
Maximum-likelihood estimation of the polarization degree from two multi-look intensity images.
Proceedings of the IEEE International Conference on Acoustics, 2010

2009
Pairwise likelihood estimation for multivariate mixed Poisson models generated by Gamma intensities.
Stat. Comput., 2009

Parameter Estimation for Marked Point Processes. Application to Object Extraction from Remote Sensing Images.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2009

2008
Change Detection in Multisensor SAR Images Using Bivariate Gamma Distributions.
IEEE Trans. Image Process., 2008

Parameter estimation for sums of correlated gamma random variables. Application to anomaly detection in internet traffic.
Proceedings of the IEEE International Conference on Acoustics, 2008

2007
Bivariate Gamma Distributions for Image Registration and Change Detection.
IEEE Trans. Image Process., 2007

Bivariate Gamma Distributions for Multisensor Sar Images.
Proceedings of the IEEE International Conference on Acoustics, 2007

2006
Parameter Estimation for Multivariate Mixed Poisson Distributions.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Parameter estimation for multivariate gamma distributions.
Proceedings of the 14th European Signal Processing Conference, 2006


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