- Neuronal Network Inference and Membrane Potential Model using Multivariate Hawkes Processes, A. Bonnet, C. Dion-Blanc, F. Gindraud, S. Lemler, 2021
- Maximum Likelihood Estimation for Hawkes Processes with self-excitation or inhibition, A. Bonnet, M. Martinez Herrera, M. Sangnier, Statistics and Probability Letters, 2021
- Uniform Deconvolution for Poisson Point Processes, A. Bonnet, C. Lacour, F. Picard, V. Rivoirard, 2020
- Modeling genomic interactions with the Hawkes model, A. Bonnet, V. Rivoirard, F. Picard, 2018
- Heritability estimation in case-control studies, A. Bonnet, Electronic Journal of Statistics, 2018
- Improving heritability estimation by a variable selection approach in sparse high dimensional linear mixed models,
A. Bonnet, C. Lévy-Leduc, E. Gassiat, R. Toro, T. Bourgeron, Journal of the Royal Statistical Society, Series C (Applied Statistics), 2018 - Heritability estimation in high dimensional sparse linear mixed models, A. Bonnet, E. Gassiat, C. Lévy-Leduc, Electronic Journal of Statistics, 2015