Stéphane Chrétien

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	All	Since 2015
Citations	694	398
h-index	11	10
i10-index	13	10

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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 WeiZhongnan University of Economics and LawVerified email at ieee.org
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
Adrien FaivreUniversité Bourgogne Franche-Comté, LMB UMR 6623 CNRS-UFCVerified email at univ-fcomte.fr
Basad Ali Hussain Al-SarrayAssociate professor - University of BaghdadVerified email at univ-fcomte.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
François MaillardPostdoc, University of Minnesota.Verified email at umn.edu
Juan-Pablo OrtegaUniversität Sankt Gallen and CNRSVerified email at unisg.ch
Laurent PhilippeUniversité de Franche-ComtéVerified email at univ-fcomte.fr
Franz ChoulyUniversity of BurgundyVerified email at u-bourgogne.fr
Veronika Rehn-SonigoUniversité de Franche-Comté / FEMTO-STVerified email at femto-st.fr

Stéphane Chrétien

Full professor of Statistics and Machine Learning, University of Lyon 2, France

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	169	2002
Kullback proximal algorithms for maximum-likelihood estimation S Chretien, AO Hero IEEE transactions on information theory 46 (5), 1800-1810, 2000	69	2000
On EM algorithms and their proximal generalizations SCAO Hero ESAIM: Probability and Statistics 12, 308-326, 2008	55*	2008
An Alternating l1 approach to the compressed sensing problem S Chrétien Signal Processing Letters, IEEE 17 (2), 181-184, 2010	51	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	47	2003
Sparse recovery with unknown variance: a LASSO-type approach S Chrétien, S Darses IEEE Transactions on Information Theory, 2011	31	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	26	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	25	2011
Acceleration of the EM algorithm via proximal point iterations S Chretien, AO Hero IEEE International Symposium on Information Theory, 1998	16	1998
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	15	2015
The Guedon-Vershynin Semi-Definite Programming approach to low dimensional embedding for unsupervised clustering S Chretien, C Dombry, A Faivre Frontiers in Applied Mathematics and Statistics, 2019	13*	2019
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
Multivariate GARCH estimation via a Bregman-proximal trust-region method S Chrétien, JP Ortega Computational Statistics & Data Analysis 76, 210-236, 2014	10	2014
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	9	2013
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	8	2019
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	8	2018
Sensing tensors with Gaussian filters S Chretien, T Wei IEEE Transactions on Information Theory 63 (2), 843-852, 2016	8	2016
Von Neumann's trace inequality for tensors S Chretien, T Wei Linear Algebra and its Applications, 2015	8*	2015
Perturbation bounds on the extremal singular values of a matrix after appending a column S Chretien, S Darses arXiv preprint arXiv:1406.5441, 2014	8	2014
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	8*	1996

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