Talks++

Additional material

1. A tutorial on online convex optimization given in ICML (w. Satyen Kale), including slides

2. Talks about optimization for machine learning, with chapters on online convex optimization:

   • Optimization for machine learning at Simon Institute Berkeley, part 1 and part 2

   • Sublinear optimization derived from online convex optimization, talk at Microsoft Research

3. Course webpages:

   • COS 511, Theoretical machine learning at Princeton

   • Introduction to online learning, USC

   • ISyE 4803 – Online Learning and Decision Making, Georgia Tech