| Date and time |
Topic |
Reading before |
Recommended watching |
Homework problems |
Anki decks |
Other |
| Friday 29/10, 13.15-15.00 |
Introduction and course structure |
Chapter 1 |
Lecture 1
Links to an external site. |
|
|
Colab notebook
Links to an external site. |
| Friday 5/11, 13.15-15.00 |
Theory: Convex sets |
Chapter 2 |
Lecture 2
Links to an external site. |
2.12a-e, 2.19, 2.29 |
Anki - Ch 2
Links to an external site. |
Colab notebook
Links to an external site. |
| Friday 12/11, 13.15-15.00 |
Theory: Convex functions |
Chapter 3 |
Lecture 3,
Links to an external site.Lecture 4
Links to an external site. |
3.16, 3.22abc, 3.36abc
|
Anki - Ch 3
Links to an external site. |
Colab notebook
Links to an external site. |
| Friday 19/11, 13.15-15.00 |
Theory: Convex optimization problems |
Chapter 4 |
Lecture 5,
Links to an external site.Lecture 6,
Links to an external site.Lecture 7
Links to an external site. |
4.5, 4.12, 4.26
|
Anki - Ch 4
Links to an external site. |
Colab notebook
Links to an external site. |
| Friday 26/11, 13.15-15.00 |
Theory: Duality |
Chapter 5 |
Lecture 8,
Links to an external site.Lecture 9
Links to an external site. |
5.1, 5.11, 5.28
|
Anki - Ch 5
Links to an external site. |
Colab notebook
Links to an external site. |
| CANCELLED |
Application: Approximation and fitting |
Chapter 6 |
Lecture 10
Links to an external site. |
6.3abcd, A5.7 |
Anki - Ch 6
Links to an external site. |
|
| Friday 10/12, 13.15-15.00 |
Application: Statistical estimation |
Chapter 7 |
Lecture 11
Links to an external site. |
7.1, A6.8, A6.22 |
Anki - Ch 7
Links to an external site. |
Zoom link
Links to an external site. Colab notebook
Links to an external site. |
| Friday 14/1, 13.15-15.00 |
Application: Geometric problems |
Chapter 8 |
Lecture 12,
Links to an external site.Lecture 13
Links to an external site. |
(A7.6 or A7.9), (A12.6 or A13.9) |
Anki - Ch 8
Links to an external site. |
Zoom link
Links to an external site. Colab notebook
Links to an external site. |