Portrait of Sébastien Bubeck

Sébastien Bubeck

Principal Researcher

About

I am a principal researcher in the Theory Group at Microsoft Research Redmond.

I was co-general chair for COLT 2013, COLT 2014, and I am/was on the program committee for NIPS 2012, NIPS 2014, NIPS 2016, COLT 2013, COLT 2014, COLT 2015, COLT 2016, ICML 2015, ICML 2016, ALT 2013, ALT 2014. I am also on the steering committee for COLT.

Currently, I’m especially interested in (i) the interplay between convexity and randomness in optimization, and (ii) inference problems on random graphs.

My research interests include: machine learning, convex optimization, multi-armed bandits, statistical network analysis, random graphs and random matrices, and applications of information theory to learning, optimization, and probability.

NEW: polynomial-time algorithm for bandit convex optimization

From July 2014 to July 2016 with various co-authors at MSR we dedicated a lot of energy to…