Syllabus

Preliminary syllabus (in red what we have not covered yet and might change)

Chapter 1: All
Chapter 2: Sections 2.1-2-6,
- Carmichael & Marron (2018)
Chapter 3: Sections 3.2-3.6 (not 3.5.2), 3.8
Chapter 4: Section 4.4.4,
- Zou (2006) (Only the results described in slides for lecture 4)
Chapter 5: sections 5.1, 5.2, 5.4, 5.5, 5.7
Chapter 6: sections 6.1-6.4, 6.6.1, 6.8
- Hjort & Glad (1995) (Only what is shown on the slides)
Chapter 7: 7.1-7.5, 7-7
Chapter 8: Section 8.7
Chapter 9: Sections 9.1,9.2
Chapter 10: 10.1-10.5, 10.9, 10.10, 10.11, 10.12.1
- Bühlmann & Yu (2003) (Only supplementary material)
- Chen & Guestrin (2016) (Only supplementary material)
Chapter 11:
- Schmidhuber (2015) (Only supplementary material)
Chapter 15: Sections 15.1, 15.2
Chapter 16: Sections 16.1, 16.2
Chapter 18: Sections 18.1, 18.7

Published Sep. 25, 2024 1:41 PM - Last modified Oct. 30, 2024 8:47 AM