I am a second year Ph.D. student at Gatsby under the supervision of Arthur Gretton. Prior to joining Gatsby, I graduated from Ecole polytechnique with a focus in Applied Mathematics and got a Masters Degree in Mathematics, Machine Learning and Computer Vision (MVA). I also worked as a Computer Vision Engineer at Chronocam. My work currently focuses on learning distributions. More details can be found in my resume.


On gradient regularizers for MMD GANs
Michael Arbel, Dougal J. Sutherland, Mikołaj Bińkowski and Arthur Gretton.
Demystifying MMD GANs
Mikołaj Bińkowski, Dougal J. Sutherland, Michael Arbel and Arthur Gretton.
Kernel Conditional Exponential Family
Michael Arbel and Arthur Gretton.
Efficient and principled score estimation with Nyström kernel exponential families
Dougal J. Sutherland*, Heiko Strathmann*, Michael Arbel and Arthur Gretton.


Probabilistic and Unsupervised Learning , UCL, TA, 2017-2018.
Advanced Topics in Machine Learning, UCL, TA, 2017-2018.