I am a final year Ph.D. student in the Sierra Team, which is part of the DI/ENS (Computer Science Department of École Normale Supérieure). I have graduated from Moscow Institute of Physics and Technology in 2014 and got a Master Degree in Applied Mathematics and Informatics. I am currently supervised by Francis Bach. My research interests are convex optimization, probabilistic modeling, and statistics.

Publications

Constant Step Size Stochastic Gradient Descent for Probabilistic Modeling
Dmitry Babichev and Francis Bach
In Proceedings of the Uncertainty in Artificial Intelligence (UAI) 2018.
Slice inverse regression with score functions
Dmitry Babichev and Francis Bach
In Electronic Journal of Statistics (2018).

Talks & Workshops

August 2018, Constant Step Size Stochastic Gradient Descent for Probabilistic Modeling, oral presentation at UAI 2018 conference, Monterey, California.
December 2016, Sliced inverse regression with score functions, Non-convex optimization Workshop, Barcelona.

Additional Info

My CV
My LinkedIn
My Google Scholar