PhD Working group: High dimensional probability for data science





The course focuses mainly on the material contained in Vershynin's book "High-Dimensional Probability An Introduction with Applications in Data Science"
Another good reference is the book ``High-dimensional statistics: A non-asymptotic viewpoint'' of M.J. Wainwright.

Program

Lecture notes: Folder