Edit Profile (opens in new tab) Devijver, Emilie Compute Distance To: Compute Author ID: devijver.emilie Published as: Devijver, Emilie; Devijver, Émilie Documents Indexed: 10 Publications since 2015 Co-Authors: 9 Co-Authors with 5 Joint Publications 181 Co-Co-Authors all top 5 Co-Authors 5 single-authored 1 Assaad, Charles K. 1 Claeskens, Gerda 1 Gallopin, Mélina 1 Gaussier, Eric 1 Giacofci, Madison 1 Gijbels, Irène 1 Monbet, Valérie 1 Morvan, Marie 1 Perthame, Émeline all top 5 Serials 2 Electronic Journal of Statistics 1 Journal of the American Statistical Association 1 Journal of Multivariate Analysis 1 The Journal of Artificial Intelligence Research (JAIR) 1 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 1 Journal of Machine Learning Research (JMLR) 1 Advances in Data Analysis and Classification. ADAC 1 The Annals of Applied Statistics 1 Journal de la Société Française de Statistique Fields 8 Statistics (62-XX) 2 Computer science (68-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 6 Publications have been cited 14 times in 12 Documents Cited by ▼ Year ▼ Finite mixture regression: a sparse variable selection by model selection for clustering. Zbl 1329.62279Devijver, Emilie 5 2015 Block-diagonal covariance selection for high-dimensional Gaussian graphical models. Zbl 1398.62020Devijver, Emilie; Gallopin, Mélina 4 2018 Model-based regression clustering for high-dimensional data: application to functional data. Zbl 1414.62238Devijver, Emilie 2 2017 Prediction regions through inverse regression. Zbl 07255144Devijver, Emilie; Perthame, Emeline 1 2020 An \(\ell_1\)-oracle inequality for the Lasso in multivariate finite mixture of multivariate Gaussian regression models. Zbl 1392.62179Devijver, Emilie 1 2015 Joint rank and variable selection for parsimonious estimation in a high-dimensional finite mixture regression model. Zbl 1362.62127Devijver, Emilie 1 2017 Prediction regions through inverse regression. Zbl 07255144Devijver, Emilie; Perthame, Emeline 1 2020 Block-diagonal covariance selection for high-dimensional Gaussian graphical models. Zbl 1398.62020Devijver, Emilie; Gallopin, Mélina 4 2018 Model-based regression clustering for high-dimensional data: application to functional data. Zbl 1414.62238Devijver, Emilie 2 2017 Joint rank and variable selection for parsimonious estimation in a high-dimensional finite mixture regression model. Zbl 1362.62127Devijver, Emilie 1 2017 Finite mixture regression: a sparse variable selection by model selection for clustering. Zbl 1329.62279Devijver, Emilie 5 2015 An \(\ell_1\)-oracle inequality for the Lasso in multivariate finite mixture of multivariate Gaussian regression models. Zbl 1392.62179Devijver, Emilie 1 2015 all cited Publications top 5 cited Publications all top 5 Cited by 31 Authors 2 Devijver, Emilie 1 Andrade, Daniel 1 Bachoc, François 1 Bodnar, Taras 1 Broto, Baptiste 1 Chamroukhi, Faicel 1 Clouvel, Laura 1 Delattre, Maud 1 Deleforge, Antoine 1 Dette, Holger 1 Filipiak, Katarzyna 1 Fonseca, Rodney Vasconcelos 1 Forbes, Florence 1 Fukumizu, Kenji 1 Genon-Catalot, Valentine 1 Girard, Stéphane 1 Klein, Daniel J. 1 Lorenzo, Hadrien 1 Markiewicz, Augustyn 1 Martinez, Jean-Marc 1 McLachlan, Geoffrey John 1 Mokrzycka, Monika 1 Nguyen, Hien Duy 1 Nguyen, TrungTin 1 Parolya, Nestor R. 1 Perthame, Émeline 1 Pinheiro, Aluísio S. 1 Samson, Adeline 1 Saracco, Jérôme 1 Takeda, Akiko 1 Zens, Gregor all top 5 Cited in 9 Serials 3 Journal of Multivariate Analysis 2 Advances in Data Analysis and Classification. ADAC 1 Annals of the Institute of Statistical Mathematics 1 The Annals of Statistics 1 Journal of Statistical Planning and Inference 1 Linear Algebra and its Applications 1 Statistics and Computing 1 SIAM/ASA Journal on Uncertainty Quantification 1 Journal of Statistical Distributions and Applications all top 5 Cited in 7 Fields 12 Statistics (62-XX) 2 Linear and multilinear algebra; matrix theory (15-XX) 1 Harmonic analysis on Euclidean spaces (42-XX) 1 Probability theory and stochastic processes (60-XX) 1 Operations research, mathematical programming (90-XX) 1 Biology and other natural sciences (92-XX) 1 Information and communication theory, circuits (94-XX) Citations by Year