I’m a PhD student at the Department of Mathematics and Applications of ENS Ulm in Paris, working under the supervision of Gabriel Peyré and François-Xavier Vialard. This work is part of the Noria ERC project.
Research Interests
My research field is Machine Learning and I study the theoretical properties of neural networks, more particularly deep ResNets. I use tools from the theory of optimization, Optimal Control and Optimal Transport to study the convergence of gradient based algorithm in the training of neural networks.
In a broader picture, I’m interested in Machine Learning and Data Science as it offers a variety of mathematical problems, lying at the intersection between various fields of mathematics.
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