Teaching

Statistical Wrappers for Black-Box ML Methods, e-Values and Online Learning

Doctoral training module, Oxford.

• Lecture 1: p-values and e-values
• Lecture 2: Merging evidence and FWER multiple testing
• Lecture 3: Growth rate optimality

SC4 Advanced Topics in Statistical Machine Learning

Part C/OMMS and MSc Statistical Science course, University of Oxford.

Due to the temporary Canvas security disruption, these course materials for my lectures are temporarily accessible here.

Slides

• Chapter 1
• Chapter 2
• Chapter 3, Part 1
• Chapter 3, Part 2
• Chapter 4, Part 1
• Chapter 4, Part 2
• Chapter 4, Part 3
• Chapter 4, Part 4
• Chapter 4, Part 5
• Chapter 5

Additional material

• Some explicit examples of RKHSs