Papers
Books, Tutorials, and Notes from Other Courses
- Online Learning and Online Convex Optimization, Shai Shalev-Shwartz, Foundations and Trends in Machine Learning, 2012
- Introduction to Online Optimization, Sebastien Bubeck, 2011
- Prediction, Learning, and Games, Nicolo Cesa-Bianchi and Gabor Lugosi, Cambridge University Press, 2006
- Lecture Notes on Online Learning, Sasha Rakhlin
- Lecture Notes on Online Learning, Shai Shalev-Shwartz
- Lecture Notes on Online Learning with Partial Feedback, Shie Mannor and Shai Shalev-Shwartz