DAUDEL Kamélia
Department : Information Systems, Decision Sciences and Statistics
Assistant Professor
Campus de Cergy
Contact
- email : kamelia.daudel@essec.edu
Diplomas
- 2021 : PhD in Applied Mathematics (Télécom Paris, France)
- 2021 : PhD in Applied Mathematics (Télécom Paris, France)
- 2018 : Diplôme d’Ingénieur (Télécom Paris, France)
- 2018 : Diplôme d’Ingénieur (Télécom Paris, France)
- 2018 : MSc in Mathematical and Computational Finance (University of Oxford, United Kingdom)
- 2018 : MSc in Mathematical and Computational Finance (University of Oxford, United Kingdom)
Career
- 2023 - Present : Assistant Professor (ESSEC Business School, France)
- 2021 - 2022 : Post-Doctorate (University of Oxford, United Kingdom)
Full-time academic appointments
Awards
- 2022 : First prize of Institut Polytechnique de Paris Best Thesis Award 2022
- 2022 : First prize of Institut Polytechnique de Paris Best Thesis Award 2022
Journal articles
- DAUDEL, K., DOUC, R. and ROUEFF, F. (2023). Monotonic Alpha-divergence Minimisation for Variational Inference. Journal of Machine Learning Research, 24(62), pp. 1-76.
- DAUDEL, K., BENTON, J., SHI, Y. and DOUCET, A. (2023). Alpha-divergence Variational Inference Meets Importance Weighted Auto-Encoders: Methodology and Asymptotics. Journal of Machine Learning Research, 24(243), pp. 1-83.
- DAUDEL, K., DOUC, R. and PORTIER, F. (2021). Infinite-dimensional gradient-based descent for alpha-divergence minimisation. Annals of Statistics, 49(4), pp. 2250 - 2270.