Dedecker, J; Guedj, O; Taupin, M L Asymptotic confidence interval for R2 in multiple linear regression. arXiv:2401.12598 Preprint, arXiv:2401.12598 [math.ST] (2024). BibTeX Cite \textit{J Dedecker} et al., ``Asymptotic confidence interval for R2 in multiple linear regression'', Preprint, arXiv:2401.12598 [math.ST] (2024) Full Text: arXiv OA License
Haddouche, Maxime; Guedj, Benjamin Wasserstein PAC-Bayes Learning: Exploiting Optimisation Guarantees to Explain Generalisation. arXiv:2304.07048 Preprint, arXiv:2304.07048 [stat.ML] (2023). BibTeX Cite \textit{M. Haddouche} and \textit{B. Guedj}, ``Wasserstein PAC-Bayes Learning: Exploiting Optimisation Guarantees to Explain Generalisation'', Preprint, arXiv:2304.07048 [stat.ML] (2023) Full Text: arXiv OA License
Haddouche, Maxime; Wintenberger, Olivier; Guedj, Benjamin Optimistically Tempered Online Learning. arXiv:2301.07530 Preprint, arXiv:2301.07530 [cs.LG] (2023). BibTeX Cite \textit{M. Haddouche} et al., ``Optimistically Tempered Online Learning'', Preprint, arXiv:2301.07530 [cs.LG] (2023) Full Text: arXiv OA License
Desmée, Solène; Mentré, France; Veyrat-Follet, Christine; Sébastien, Bernard; Guedj, Jérémie Using the SAEM algorithm for mechanistic joint models characterizing the relationship between nonlinear PSA kinetics and survival in prostate cancer patients. (English) Zbl 1366.62212 Biometrics 73, No. 1, 305-312 (2017). MSC: 62P10 PDFBibTeX XMLCite \textit{S. Desmée} et al., Biometrics 73, No. 1, 305--312 (2017; Zbl 1366.62212) Full Text: DOI Link
Biau, Gérard; Fischer, Aurélie; Guedj, Benjamin; Malley, James D. COBRA: a combined regression strategy. (English) Zbl 1334.62005 J. Multivariate Anal. 146, 18-28 (2016). MSC: 62-04 62G05 62G08 62G20 PDFBibTeX XMLCite \textit{G. Biau} et al., J. Multivariate Anal. 146, 18--28 (2016; Zbl 1334.62005) Full Text: DOI arXiv
Jeanmougin, Marine; Guedj, Mickael; Ambroise, Christophe Defining a robust biological prior from pathway analysis to drive network inference. (English. French summary) Zbl 1316.92050 J. SFdS 152, No. 2, 97-110 (2011). MSC: 92D10 62F15 62P10 PDFBibTeX XMLCite \textit{M. Jeanmougin} et al., J. SFdS 152, No. 2, 97--110 (2011; Zbl 1316.92050) Full Text: arXiv Link
Guedj, Mickael; Robelin, David; Hoebeke, Mark; Lamarine, Marc; Wojcik, Jérôme; Nuel, Gregory Detecting local high-scoring segments: a first-stage approach for genome-wide association studies. (English) Zbl 1166.62341 Stat. Appl. Genet. Mol. Biol. 5, No. 1, Article 22 (2006). MSC: 62P10 92C40 92C50 PDFBibTeX XMLCite \textit{M. Guedj} et al., Stat. Appl. Genet. Mol. Biol. 5, No. 1, Article 22 (2006; Zbl 1166.62341) Full Text: DOI Link