Pierre-Gabriel Meyrignac
MSc Financial Engineering — EPFL
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Empirical Process Theory

Bachelor project • May 2025

Notes connecting concentration inequalities, high-dimensional probability, and empirical process tools, with a perspective toward statistical learning theory.

Concentration inequalities High-dimensional probability Sub-Gaussian variables Covering numbers / nets Dudley’s inequality VC dimension Statistical learning theory

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