Alexandre Défossez

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