Books, Tutorials, and Notes from Other Courses
- Online Learning and Online Convex Optimization, Shai Shalev-Shwartz, Foundations and Trends in Machine Learning, 2012
- Regret Analysis of Stochastic and Nonstochastic Multi-armed Bandit Problems, S. Bubeck and N. Cesa-Bianchi, Foundations and Trends in Machine Learning, Vol 5: No 1, 1-122, 2012
- Prediction, Learning, and Games, Nicolo Cesa-Bianchi and Gabor Lugosi, Cambridge University Press, 2006