DION-BLANC Charlotte

Senior Lecturer

[email protected]

https://sites.google.com/site/charlottedionblanc/

Laboratoire de Probabilités, Statistique et Modélisation LPSM (UMR 8001)

Expertise

Discover the specialized technical skills and disciplinary affiliations of our members, who represent the federated communities of the Arts & Humanities, Science & Engineering, and Medicine within the Sorbonne University Alliance.

Communities

Mathematics, Computer Science & Robotics

Skills

Data analysis, Mathematical models, Statistical learning

Activities

Overview the professional milestones, academic responsibilities, and international collaborations that drive our center’s double ambition to excel in both research and education.

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