Book2018
High-Dimensional Probability: An Introduction with Applications in Data Science
Roman Vershynin
Collects the concentration inequalities, covering numbers and random matrix bounds that make high-dimensional probability usable in data science, arguing most of the field reduces to controlling how far a random quantity can stray from its mean.
link checked 17 Sept 2026FreeIntermediate