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

Inference of multivariate exponential Hawkes processes with inhibition and application to neuronal activity. - Anna Bonnet; Miguel Martinez Herrera; Maxime Sangnier (Stat. Comput., 2023)

Nonparametric estimation of Hawkes processes with RKHSs. - Anna Bonnet; Maxime Sangnier (AISTATS, 2025)

Tree-based variational inference for Poisson log-normal models. - Alexandre Chaussard; Anna Bonnet; Elisabeth Gassiat; Sylvain Le Corff (Stat. Comput., 2025)