Lectures
Lecturer | Varun Kanade |
Hours | (Week 4) 10:30am-12:30pm (Monday-Thursday) |
Location | LR7 |
Note 1. There will be parts of the chapters suggested as reading that you struggle with or may seem not directly related to what we covered in the lecture. I suggest you skip these sections and then only return to them once you've understood the material covered in the lecture and want to increase your understanding further.
Note 2. Many thanks to Miroslav Gasparek who has diligently scribed during the lectures. These are typed in real time and have not been reviewed, so please read them very carefully and use as appropriate. (Lecture Notes)
Lecture Schedule
Date | Topic | Reading |
---|---|---|
04/11/2019 | Stochastic Multi-armed Bandit Algorithms |
Chapter 1 (Slivkins) |
05/11/2019 | Bandit Lower Bounds; Learning with Experts |
Chapter 2 (Slivkins) |
06/11/2019 | Learning with Experts; Adversarial Bandits |
Chapter 5, 6 (Slivkins) |
07/11/2019 | Online Learning (FTL, FTRL, FTPL) |