Nonparametric Estimation of the Division Rate of a Size-Structured Population. - Marie Doumic; M. Hoffmann; Patricia Reynaud-Bouret; Vincent Rivoirard (SIAM J. Numer. Anal., 2012)

Inference of functional connectivity in Neurosciences via Hawkes processes. - Patricia Reynaud-Bouret; Vincent Rivoirard; Christine Tuleau-Malot (GlobalSIP, 2013)

The dictionary approach for spherical deconvolution. - Thanh Mai Pham Ngoc; Vincent Rivoirard (J. Multivar. Anal., 2013)

LASSO-type estimators for semiparametric nonlinear mixed-effects models estimation. - Ana Arribas-Gil; Karine Bertin; Cristian Meza; Vincent Rivoirard (Stat. Comput., 2014)

Genomic transcription regulatory element location analysis via poisson weighted lasso. - Xin Jiang Hunt; Patricia Reynaud-Bouret; Vincent Rivoirard; Laure Sansonnet; Rebecca Willett (SSP, 2016)

Adaptive Lasso and group-Lasso for functional Poisson regression. - Stéphane Ivanoff; Franck Picard; Vincent Rivoirard (J. Mach. Learn. Res., 2016)

A Data-Dependent Weighted LASSO Under Poisson Noise. - Xin Jiang Hunt; Patricia Reynaud-Bouret; Vincent Rivoirard; Laure Sansonnet; Rebecca Willett (IEEE Trans. Inf. Theory, 2019)

Uniform deconvolution for Poisson Point Processes. - Anna Bonnet; Claire Lacour; Franck Picard; Vincent Rivoirard (J. Mach. Learn. Res., 2022)

Adaptive Greedy Algorithm for Moderately Large Dimensions in Kernel Conditional Density Estimation. - Minh-Lien Jeanne Nguyen; Claire Lacour; Vincent Rivoirard (J. Mach. Learn. Res., 2022)