Optimization for Learning: schedule and contents

Lectures

No. Date, time Venue Contents Chapters Handouts
1 240403, 10-12 Systemet Optimization Theory 4 slides
2 240410, 13-15 Transformen Optimization Problems 5 slides
3 240417, 15-17 Nollst llet Optimization Methods I 6.1-6.6 slides
4 240424, 8-10 Systemet Optimization Methods II 6.7-6.9 slides
5 240429, 15-17 Systemet Optimization Methods III 6.10-6.11 slides
6 240508, 8-10 Systemet Probabilities 3 slides
7 240515, 8-10 Systemet Unsupervised Learning I 9.1-9.2 slides
8 240522, 8-10 Systemet Unsupervised Learning II 9.3-9.7 slides
9 240529, 8-10 Systemet Unsupervised Learning III 9.8-9.16 slides
10 240603, 15-17 Systemet Supervised Learning I 10.1-10.3 slides
11 240612, 8-10 Systemet Supervised Learning II 10.4-10.8 slides
12 240619, 8-10 Systemet System Identification 12 slides

Exercises

No. Date, time Venue Contents Teacher Handouts
1 240408, 15-17 Systemet Exercises 4.2-4.9, 4.11 Anders Hansson
2 240417, 8-10 Systemet Exercises 5.1-5.5, 5.9 Anders Hansson
3 240506, 15-17 Systemet Exercises 6.1, 6.2, 6.4, 6.6, 6.9, 6.12, 6.13 Anders Hansson
4 240617, 15-17 Systemet Exercises 9.1, 9.3, 9.4, 9.7, 10.2, 10.5, 10.6, 10.14 Anders Hansson