Online Learning: Robustness and Adaptivity
This three-lecture invited tutorial on online learning and easy data featured at the ELC fall school on Theoretical Computer Science in Shonan, Japan on 20 September 2016.
Statistical Learning Theory
In spring 2014 Peter Bartlett and I taught Statistical Learning Theory at UC Berkeley. I was responsible for the online learning component of the class.
Kolmogorov complexity, Applications, MDL
In spring 2008 and 2009 I was teaching assistant for Paul Vitányi's Kolmogorov Complexity course at the University of Amsterdam.