About me

Welcome to my homepage!

I am a Research Scientist (Chargée de Recherche) in Machine Learning at INRIA, within the SODA team. My research lies at the intersection of statistical learning and trustworthy AI, with a focus on:

• Tabular foundation models, which unlock new possibilities through large-scale pretraining.
• Model auditing, to enhance the trustworthiness and reliability of machine learning systems.
• Learning from incomplete data, a challenge pervasive in fields like healthcare and social sciences.

I am passionate about using AI to tackle complex scientific and healthcare problems, ensuring that machine learning models are both powerful and reliable.

Feel free to get in touch if you’d like to discuss research, collaborations, or simply share ideas.

Here is a brief CV.

Contact: marine [dot] le-morvan [at] inria [dot] fr