Education
- B.S. in Applied Mathematics for the Social Sciences, Lyon 2 University, 2019 - 2022
- M.S. in Applied Mathematics for the Social Sciences, Lyon 2 University, 2022 - 2024 (expected)
Research internships
May - June 2022 : Learning Representations for Wavelets, an Application to ECG Classification. project page
- Literature review : Deep learning fundamentals, representation learning, Wavelets
- Theoretical : Adaptation of two deep neural networks architecture for electrocardiogram (ECG)
- Practical : Implementation of deep neural networks (TensorFlow) and evaluation of the proposed models
March - July 2023: Random Fourier Features for PAC-Bayesian Domain Adaptation. project page
I was a research intern under the supervision of Guillaume Metzler from ERIC laboratory in Lyon, Emilie Morvant and Marie-Ange Lèbre from Hubert Curien laboratory in St-Etienne during 5 months.
- Literature review : Domain Adaptation and PAC Bayesian Learning and the preliminary work based on Random Fourier Features
- Theoretical : A novel bound for kernel approximation for Domain Adaptation
- Practical : Implementation and evaluation of the proposed algorithm