Charlotte DION-BLANC

Selected publications

* Multiclass classification for Hawkes processes (HAL) Conf UAI 2022 jointly with C. Denis, L. Sansonnet. 

* On the nonparametric inference of coefficients of self-exciting jump-diffusion (HAL) (2020) jointly with C. Amorino, A. Gloter, S. Lemler (to appear in Electronic Journal of Statistics 2022)

* Neuronal network inference and membrane potential model using Hawkes processes (HAL) (2021) jointly with A. Bonnet and S. Lemler, in Journal of Neurosciences methods (link). (details on code here)

* A ridge estimator of the drift from discrete repeated observations of the solutions of a stochastic differential equation (HAL) (2020) jointly with C. Denis and M. Martinez, Bernoulli (2021)

* Nonparametric drift estimation for diffusions with jumps driven by a Hawkes process jointly with S. Lemler (2019) Stochastic Inference for Stochastic Processes