Edit Profile Guedj, Benjamin Compute Distance To: Compute Author ID: guedj.benjamin Published as: Guedj, Benjamin Homepage: https://bguedj.github.io External Links: MGP · ORCID · arXiv · ResearchGate · dblp · IdRef · theses.fr Documents Indexed: 8 Publications since 2013 all top 5 Co-Authors 1 single-authored 3 Alquier, Pierre 1 Biau, Gérard 1 Chopin, Nicolas 1 Fischer, Aurélie 1 Gadat, Sébastien 1 Guyader, Arnaud 1 Li, Le 1 Loustau, Sébastien 1 Malley, James D. 1 Robbiano, Sylvain 1 Vernet, Elodie all top 5 Serials 2 Electronic Journal of Statistics 1 Journal of Multivariate Analysis 1 Journal of Statistical Planning and Inference 1 Machine Learning 1 Mathematical Methods of Statistics 1 European Series in Applied and Industrial Mathematics (ESAIM): Proceedings and Surveys Fields 8 Statistics (62-XX) 5 Computer science (68-XX) 3 Numerical analysis (65-XX) 1 Probability theory and stochastic processes (60-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 5 Publications have been cited 25 times in 22 Documents Cited by ▼ Year ▼ PAC-Bayesian estimation and prediction in sparse additive models. Zbl 1337.62075Guedj, Benjamin; Alquier, Pierre 9 2013 COBRA: a combined regression strategy. Zbl 1334.62005Biau, Gérard; Fischer, Aurélie; Guedj, Benjamin; Malley, James D. 7 2016 An oracle inequality for quasi-Bayesian nonnegative matrix factorization. Zbl 1381.62222Alquier, Pierre; Guedj, Benjamin 5 2017 Simpler PAC-Bayesian bounds for hostile data. Zbl 1464.62238Alquier, Pierre; Guedj, Benjamin 2 2018 PAC-Bayesian high dimensional bipartite ranking. Zbl 1432.62183Guedj, Benjamin; Robbiano, Sylvain 2 2018 Simpler PAC-Bayesian bounds for hostile data. Zbl 1464.62238Alquier, Pierre; Guedj, Benjamin 2 2018 PAC-Bayesian high dimensional bipartite ranking. Zbl 1432.62183Guedj, Benjamin; Robbiano, Sylvain 2 2018 An oracle inequality for quasi-Bayesian nonnegative matrix factorization. Zbl 1381.62222Alquier, Pierre; Guedj, Benjamin 5 2017 COBRA: a combined regression strategy. Zbl 1334.62005Biau, Gérard; Fischer, Aurélie; Guedj, Benjamin; Malley, James D. 7 2016 PAC-Bayesian estimation and prediction in sparse additive models. Zbl 1337.62075Guedj, Benjamin; Alquier, Pierre 9 2013 all cited Publications top 5 cited Publications all top 5 Cited by 45 Authors 6 Alquier, Pierre 5 Guedj, Benjamin 2 Dalalyan, Arnak S. 2 Doukhan, Paul 2 Mojirsheibani, Majid 1 Bertin, Karine 1 Bhattacharya, Anirban 1 Biau, Gérard 1 Cadre, Benoît 1 Carel, Léna 1 Chesneau, Christophe 1 Cholaquidis, Alejandro 1 Chopin, Nicolas 1 Fadili, Jalal M. 1 Fan, Xiequan 1 Févotte, Cédric 1 Filstroff, Louis 1 Fischer, Aurélie 1 Fraiman, Ricardo 1 Gadat, Sébastien 1 Garnier, Rémy 1 Ghattas, Badih 1 Gimenez, Yanina 1 Giussani, Guido 1 Goia, Aldo 1 Grappin, Edwin 1 Guyader, Arnaud 1 Jiang, Wenxin 1 Kalemkerian, Juan 1 Kong, Jiajie 1 Li, Cheng 1 Li, Le 1 Loustau, Sébastien 1 Lumbreras, Alberto 1 Luu, Tung Duy 1 Marie, Nicolas 1 Montazeri, Zahra 1 Mougeot, Mathilde 1 Paris, Quentin 1 Pati, Debdeep 1 Robbiano, Sylvain 1 Rouvière, Laurent 1 Vernet, Elodie 1 Vieu, Philippe 1 Yang, Yun all top 5 Cited in 17 Serials 2 The Annals of Statistics 2 Journal of Multivariate Analysis 2 Journal of Statistical Planning and Inference 2 Machine Learning 2 Electronic Journal of Statistics 1 Annals of the Institute of Statistical Mathematics 1 Statistics & Probability Letters 1 Journal of Statistical Computation and Simulation 1 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques 1 Mathematical Methods of Statistics 1 Journal of Nonparametric Statistics 1 Data Mining and Knowledge Discovery 1 Brazilian Journal of Probability and Statistics 1 Advances in Data Analysis and Classification. ADAC 1 Statistics and Computing 1 Dependence Modeling 1 European Series in Applied and Industrial Mathematics (ESAIM): Proceedings and Surveys all top 5 Cited in 8 Fields 21 Statistics (62-XX) 7 Probability theory and stochastic processes (60-XX) 7 Computer science (68-XX) 2 Linear and multilinear algebra; matrix theory (15-XX) 2 Numerical analysis (65-XX) 1 General and overarching topics; collections (00-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Systems theory; control (93-XX) Citations by Year