Hi ! Welcome to my page.
Marie-Félicia Beclin
I am currently a postdoctorant researcher on Causal Inference and Biostatistics at the Team EPIDERM in Université Paris-Est Créteil. I am supervised by Pr Tat Thang Vo
Previously I was ATER at Université de Montpellier. I worked with Dr. Julie Josse and Pr Jean-Baptiste Woillard on Superlearner for Synthetic Data Generation.
Previously I was a PhD student at Université de Montpellier within the Desbrest Institute of Epidemiology and Public Health, and I am also a member of the team PreMeDICaL at Inria. I am supervised by Nicolas Molinari and Pierre Lafaye de Micheaux.
While my foundational education is in engineering, having graduated from Ecole des Mines de Saint-Etienne, my current focus lies in the realm of applied statistics. Specifically, I am engrossed in the analysis of thoracic computed tomography scans from patients afflicted by asthma. I am also working on Synthetic Data Generation and Causal Inference.
I am member of the “Groupe des jeunes statisticiennes et statisticiens” from the French Statistics Society (SFdS)
Talks
Marie-Félicia Beclin, Jean-Baptiste Woillard, Giullia Marchello,Julie Josse, Super learner for tabular synthetic data generation, Journées des Biostatistiques, Montpellier, November 2025 - 20 minutes talk.
Marie-Félicia Beclin, Jean-Baptiste Woillard, Giullia Marchello,Julie Josse, Super learner for tabular synthetic data generation, Seminare of the Team INRIA SODA, June 2025.
Marie-Félicia Beclin, Pierre Lafaye de Micheaux, Nicolas Molinari, Regression Models for Quantile Function Data Applied to CT-Scans of Asthmatic Patients, Journée des Biostatisques, December, 2024, Paris, France - 20 minutes talk
Marie-Félicia Beclin, Pierre Lafaye de Micheaux, Nicolas Molinari,Regression Models for Quantile Function Data Applied to CT-Scans of Asthmatic Patients, Journée des Statisitiques, May, 2024, Paris, Portugal- 20 minutes talk
Marie-Félicia Beclin, Pierre Lafaye de Micheaux, Nicolas Molinari, Regression Models for Quantile Function Data Applied to CT-Scans of Asthmatic Patients, IMS International Conference on Statistics and Data Science, December 18-21, 2023, Lisbon, Portugal- 20 minutes talk
Marie-Félicia Beclin, Pierre Lafaye de Micheaux, Nicolas Molinari, Regression Models for Quantile Function Data Applied to CT-Scans of Asthmatic Patients, Séminaire statistique IMAG , Decembre 2023
Marie-Félicia Beclin, Pierre Lafaye de Micheaux, Nicolas Molinari, Regression Models for Quantile Function Data Applied to CT-Scans of Asthmatic Patients, Seminaire IDESP,December 2023
Marie-Félicia Beclin, Pierre Lafaye de Micheaux, Nicolas Molinari, Using Quantile Regression to Predict and Quantify some Treatment’s Response from Medical Images, Conférence IA et Santé, Nantes, 2022
Publication
Preprint
Marie-Félicia Beclin, Giulia Marchello, Jean-Baptiste Woillard, Julie Josse. Super learner for tabular synthetic data generation. 2025. ⟨hal-05285855⟩
Béclin, M. F., de Micheaux, P. L., Molinari, N., & Ouimet, F. (2024). A linear regression model for quantile function data applied to paired pulmonary 3d CT scans., A linear regression model for quantile function data applied to paired pulmonary 3d CT scans.
Teaching
Université Paris Saclay Teaching assistant of Pr Tat Thang Vo in “Introduction to Causal Inference” - Master2 Research in Public Health.
Université de Montpellier (ATER)
- Probability Life Science License (Probability on a finite universe, binomial distribution, conditional probabilities)
- Probability-Statistics Computer Science License (Probability on a finite universe, binomial distribution, conditional probabilities, basic Statistics)
- Statistics and Introduction to Machine-Learning in Engineering School- Polytech Montpellier
Université de Montpellier (during my PhD)
- Algebra License 1 (Vector space, linear applications)
- Probability Life Science License (Probability on a finite universe, binomial distribution, conditional probabilities)
- Polytech Prep First Year: Algebra (Vector space, linear applications, bases, determinant, Gaussian pivot, Riemann integral)
- Polytech Prep Second Year: Analysis (Sequences and Series of functions)
Lycée La Merci - Montpellier
- Oral interview math : “Khôlle” , MP , 2023-2024