Mathieu Carrière

I did my PhD at Inria Saclay in the DataShape team, under the supervision of Steve Oudot, and a postdoc of two years in the Rabadán Lab, at the Department of Systems Biology of Columbia University, under the supervision of Raúl Rabadán. My research focuses on topological data analysis and statistical machine learning, with an application to bioinformatics and genomics. I contributed to the analysis of topological descriptors and their use in machine learning tools such as kernel methods and deep learning.