Headshot of Alexandre Défossez
Headshot of Alexandre Défossez

People

Alexandre Défossez

Research Scientist

I have been a Research Scientist at FAIR Paris since October 2020.

Before that, I completed my PhD between FAIR and INRIA in Paris under the supervision of Léon Bottou, Nicolas Usunier, and Francis Bach. I work mostly on deep learning based signal processing, with applications to source separation or the analysis of brain activity data. I also enjoy working on theoretical aspects of machine learning, and in particular non convex optimization.

Interests

Deep learning based signal processing, source separation, audio synthesis, neuroscience, non convex optimization

Latest Publications