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
Tianwen WeiXiaomiVerified email at xiaomi.com
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
Christophe BiernackiUniversity Lille 1Verified email at math.univ-lille1.fr
Nathalie HERRPhD in Computer ScienceVerified email at femto-st.fr
Christophe VarnierENSMM - FEMTO-ST instituteVerified email at ens2m.fr
Daniel BrunnerCNRS researcher, FEMTO-ST, Optics department, BesanconVerified email at femto-st.fr
Laurent LargerFEMTO-ST, University of Franche-Comté, Physics professorVerified email at univ-fcomte.fr
Maxime JacquotUniversité Bourgogne Franche-Comté, FEMTO-ST instituteVerified email at univ-fcomte.fr
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
louis AndréoliFEMTO-ST Institute, Université de Bourgogne Franche-ComtéVerified email at femto-st.fr
friedtfemtoVerified email at femto-st.fr
Michel CHALOTUniversity of Franche-ComtéVerified email at univ-fcomte.fr
Claudia CosioProfessor of Ecotoxicology, Reims UniversityVerified email at univ-reims.fr

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	176	2002
Kullback proximal algorithms for maximum-likelihood estimation S Chretien, AO Hero IEEE transactions on information theory 46 (5), 1800-1810, 2000	71	2000
On EM algorithms and their proximal generalizations SCAO Hero ESAIM: Probability and Statistics 12, 308-326, 2008	64*	2008
An Alternating l1 approach to the compressed sensing problem S Chrétien Signal Processing Letters, IEEE 17 (2), 181-184, 2010	52	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	51	2003
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	34	2016
Sparse recovery with unknown variance: a LASSO-type approach S Chrétien, S Darses IEEE Transactions on Information Theory, 2011	34	2011
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	33	2019
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	28	2011
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	18	2015
Acceleration of the EM algorithm via proximal point iterations S Chretien, AO Hero IEEE International Symposium on Information Theory, 1998	17	1998
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	15*	2019
Multivariate GARCH estimation via a Bregman-proximal trust-region method S Chrétien, JP Ortega Computational Statistics & Data Analysis 76, 210-236, 2014	14	2014
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	12	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), 134904, 2013	12	2013
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	11	2010
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	10	2020
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	10	2019
Gene-expression signature functional annotation of breast cancer tumours in function of age P Jézéquel, Z Sharif, H Lasla, W Gouraud, C Guérin-Charbonnel, ... BMC medical genomics 8 (1), 1-13, 2015	10	2015
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	10*	1996

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