Mathieu Andreux

Picture of M.A. PhD student advised by Stephane Mallat

Contact

Data team
Laboratoire d'Informatique de l'Ecole Normale Superieure
45, rue d'Ulm 75005 Paris

first name DOT last name AT ens DOT fr

Research interests

Deep learning, Recurrent neural networks, Dynamical systems, Time-Series Analysis, Time-Series Generation
Applications to speech, audio, neuroscience, meteorology, finance.

Publications

Music Generation and Transformation with Moment Matching-Scattering Inverse Networks
M. Andreux, S. Mallat
In International Society for Music Information Retrieval Conference (ISMIR), 2018

Anisotropic Laplace-Beltrami Operators
M. Andreux, E. Rodola, M. Aubry, D. Cremers
In Sixth Workshop on Non-Rigid Shape Analysis and Deformable Image Alignment (NORDIA), 2014
pdf bibtex

Teaching

2017 - 2018: Co-organizer of the 3rd edition of the Challenge Data.

2016 - 2017: Main organizer of the Challenge Data.

Spring 2017: Teaching assistant in signal processing at ENS Paris (details here).

2015 - 2016: Teaching assistant in mathematics and computer science for the Frontieres du Vivant Bachelor program.

Short bio

2015-Present: PhD student in Machine learning at ENS Ulm, Paris, France.
2014-2015: Master MVA in Mathematics, Computer Vision and Machine Learning, ENS Cachan, Cachan, France.
2011-2014: Engineering Degree, Ecole polytechnique, Palaiseau, France. Majored in Applied Mathematics.