Stéphane Chrétien

Cited by

	All	Since 2018
Citations	925	477
h-index	14	12
i10-index	22	14

120

2000200120022003200420052006200720082009201020112012201320142015201620172018201920202021202220235 10 9 6 15 19 17 21 21 17 15 13 23 44 41 38 58 55 89 73 111 95 81 27

Public access

View all

19 articles

1 article

available

not available

Based on funding mandates

Co-authors

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
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
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 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
Adrien FaivreUniversité Bourgogne Franche-Comté, LMB UMR 6623 CNRS-UFCVerified email at univ-fcomte.fr
louis AndréoliFEMTO-ST Institute, Université de Bourgogne Franche-ComtéVerified email at femto-st.fr
Wenjuan sunNational Physical LaboratoryVerified email at npl.co.uk
Basad Ali Hussain Al-SarrayPhD in Mathematical Statistics-University of Baghdad-College of Science -Computer Science DepartmentVerified email at sc.uobaghdad.edu.iq
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


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
A component-wise EM algorithm for mixtures G Celeux, S Chretien, F Forbes, A Mkhadri Journal of Computational and Graphical Statistics, 2002	185	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	69*	2008
An Alternating l1 approach to the compressed sensing problem S Chrétien Signal Processing Letters, IEEE 17 (2), 181-184, 2010	55	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
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	45	2019
Sparse recovery with unknown variance: a LASSO-type approach S Chrétien, S Darses IEEE Transactions on Information Theory, 2011	37	2011
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	36	2016
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	29	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	19	2015
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	17	2019
Acceleration of the EM algorithm via proximal point iterations S Chretien, AO Hero IEEE International Symposium on Information Theory, 1998	16	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	13	2018
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	12	2020
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	12	2015
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	12	2010
A Bregman-proximal point algorithm for robust non-negative matrix factorization with possible missing values and outliers-application to gene expression analysis S Chretien, C Guyeux, B Conesa, R Delage-Mouroux, M Jouvenot, ... BMC bioinformatics 17 (8), 284, 2016	11*	2016

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors