I am a Ph.D student in machine learning at Ecole des Ponts ParisTech in Imagine lab. My Ph.D advisor is Guillaume Obozinski. Prior to that, I obtained an MSc degree in Machine Learning and Computer Science from ENS Cachan as well as MSc and BSc degrees in Mathematics and Computer Science from Ecole des Ponts ParisTech, France. I also worked as a research engineer in medical imaging at Philips Healthcare, France. For more details, see my CV.

M. Vinyes, G. Obozinski. Fast column generation for atomic norm regularization. Proceedings of the 20th Conference on Artificial Intelligence and Statistics (AISTATS), 2017. [pdf][supplementary material][code]

M. Vinyes, G. Obozinski. Column generation for atomic norm regularization. NIPS workshop Learning in High Dimension with Structure, 2016. [pdf]

M. Vinyes. Large scale online collaborative filtering. Master thesis, 2016. [pdf]