Lectures
Lecturer | Varun Kanade |
Hours | Monday-Friday : 10h30-12h30 |
Location | Lecture Room 7, Information Engineering Building |
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.
Lecture Schedule
Date | Topic | Handouts | Reading |
---|---|---|---|
06/11/2017 |
Introduction to Machine Learning Dimensionality Reduction |
[slides] [slides] |
Chap. 1 Chap. 12.2-3 Chap. 1 of this book for SVD |
07/11/2017 |
Kernel PCA Clustering |
[slides] [slides] |
Chap. 14.4.4 Chap. 11.4.2.5, 25.3-5 |
08/11/2017 |
Spectral Clustering Multi-armed Bandits I |
[slides] |
Chap. 25.3-5 (Sli) Chap. 2 |
09/11/2017 |
Multi-armed Bandits II |
(Sli) Chap. 3, 4 |
|
10/11/2017 |
Experts and Adversarial Bandits |
(Sli) Chap. 6, 7 |