Stéphane Chrétien

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Christophe GuyeuxFemto-ST Institute, Université de Bourgogne Franche-Comté, FranceVerified email at univ-fcomte.fr
Alfred HeroJohn H Holland Distinguished University Professor, University of MichiganVerified email at eecs.umich.edu
Jean-Marc Nicodprofesseur d'informatique, ENSMM BesançonVerified email at ens2m.fr
franck corsetAssociate Professor, Université Grenoble Alpes, LJK, UMR 5224Verified email at univ-grenoble-alpes.fr
Florence ForbesDirector of Research, INRIA, Grenoble Rhone-AlpesVerified email at inria.fr
Gilles CeleuxDirecteur de recherche InriaVerified email at inria.fr
Françoise Descoteshospices civils de lyonVerified email at chu-lyon.fr
Daniel BrunnerCNRS researcher, FEMTO-ST, Optics department, BesanconVerified email at femto-st.fr
Nathalie HERRPhD in Computer ScienceVerified email at femto-st.fr
Christophe VarnierENSMM - FEMTO-ST instituteVerified email at ens2m.fr
Christophe BiernackiUniversity Lille 1Verified email at math.univ-lille1.fr
louis AndréoliFEMTO-ST Institute, Université de Bourgogne Franche-ComtéVerified email at femto-st.fr
Laurent LargerFEMTO-ST, University of Franche-Comté, Physics professorVerified email at univ-fcomte.fr
Maxime JacquotProfessor at UFC, Université Bourgogne Franche-Comté & CNRS, FEMTO-ST instituteVerified email at univ-fcomte.fr
Jacques BahiUniversity of Franche-Comte. Femto Institute (https://www.femto-st.fr/en)Verified email at univ-fcomte.fr
Wenjuan sunNational Physical LaboratoryVerified email at npl.co.uk
Adrien FaivreUniversité Bourgogne Franche-Comté, LMB UMR 6623 CNRS-UFCVerified email at univ-fcomte.fr
Basad Ali Hussain Al-SarrayAssistant Professor- University of BaghdadVerified email at univ-fcomte.fr
Xavier PorteChancellor's Fellow, Institute of Photonics, University of StrathclydeVerified email at strath.ac.uk
Ivan RunggerNational Physical LaboratoryVerified email at npl.co.uk

Stéphane Chrétien

Dean of ASSP Faculty and Full professor of Statistics and Machine Learning, University of Lyon 2

Verified email at univ-lyon2.fr - Homepage

statistics machine learning sparse recovery uncertainty quantification


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A component-wise EM algorithm for mixtures G Celeux, S Chretien, F Forbes, A Mkhadri Journal of Computational and Graphical Statistics, 2002	187	2002
Kullback proximal algorithms for maximum-likelihood estimation S Chretien, AO Hero IEEE transactions on information theory 46 (5), 1800-1810, 2000	77	2000
On EM algorithms and their proximal generalizations SCAO Hero ESAIM: Probability and Statistics 12, 308-326, 2008	73*	2008
An Alternating l1 approach to the compressed sensing problem S Chrétien Signal Processing Letters, IEEE 17 (2), 181-184, 2010	57	2010
Degeneracy in the maximum likelihood estimation of univariate Gaussian mixtures with EM C Biernacki, S Chretien Statistics & Probability Letters 61 (4), 373-382, 2003	52	2003
Dynamical mean field theory algorithm and experiment on quantum computers I Rungger, N Fitzpatrick, H Chen, CH Alderete, H Apel, A Cowtan, ... arXiv preprint arXiv:1910.04735, 2019	47	2019
Dendrochemical assessment of mercury releases from a pond and dredged-sediment landfill impacted by a chlor-alkali plant F Maillard, O Girardclos, M Assad, C Zappelini, JMP Mena, L Yung, ... Environmental Research 148, 122-126, 2016	43	2016
Sparse recovery with unknown variance: a LASSO-type approach S Chrétien, S Darses IEEE Transactions on Information Theory, 2011	38	2011
Invertibility of random submatrices via tail decoupling and a Matrix Chernoff Inequality S Chrétien, S Darses Statistics and Probability Letters 82 (7), 1479-1487, 2011	32	2011
Introducing and Comparing Recent Clustering Methods for Massive Data Management in the Internet of Things C Guyeux, S Chretien, G Bou Tayeh, J Demerjian, J Bahi Journal of sensor and actuator networks 8 (4), 56, 2019	20	2019
A post-prognostics decision approach to optimize the commitment of fuel cell systems in stationary applications S Chrétien, N Herr, JM Nicod, C Varnier 2015 IEEE Conference on Prognostics and Health Management (PHM), 1-7, 2015	19	2015
The Guedon-Vershynin Semi-Definite Programming approach to low dimensional embedding for unsupervised clustering S Chrétien, C Dombry, A Faivre Frontiers in Applied Mathematics and Statistics 5, 41, 2019	18*	2019
Multivariate GARCH estimation via a Bregman-proximal trust-region method S Chrétien, JP Ortega Computational Statistics & Data Analysis 76, 210-236, 2014	15	2014
Acceleration of the EM algorithm via proximal point iterations S Chretien, AO Hero IEEE International Symposium on Information Theory, 1998	15	1998
A clustering package for nucleotide sequences using Laplacian Eigenmaps and Gaussian Mixture Model M Bruneau, T Mottet, S Moulin, M Kerbiriou, F Chouly, S Chretien, ... Computers in biology and medicine 93, 66-74, 2018	14	2018
High-overtone bulk acoustic resonator as passive ground penetrating RADAR cooperative targets JM Friedt, A Saintenoy, S Chrétien, T Baron, E Lebrasseur, T Laroche, ... Journal of Applied Physics 113 (13), 2013	14	2013
Boolean learning under noise-perturbations in hardware neural networks L Andreoli, X Porte, S Chretien, M Jacquot, L Larger, D Brunner arXiv preprint arXiv:2003.12319, 2020	13	2020
Mixtures of GAMs for habitat suitability analysis with overdispersed presence/absence data DRJ Pleydell, S Chrétien Computational Statistics & Data Analysis 54 (5), 1405-1418, 2010	12	2010
Cyclic projection methods on a class of nonconvex sets: A class of nonconvex sets S Chretien, P Bondon Numerical functional analysis and optimization 17 (1-2), 37-56, 1996	12*	1996
Sensing tensors with Gaussian filters S Chrétien, T Wei IEEE Transactions on Information Theory 63 (2), 843-852, 2016	11	2016

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