I study the automation of the mechanism of learning and its efficient algorithmic implementation.

Research areas: Machine learning, mathematical optimization, game theory, statistics, computational complexity.

Check out new grad-course book draft.

Is optimization computationally equivalent to online learning?
SPOILER ALERT: this may be a decent answer :-)

Just finished chairing the program for COLT 2015.