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10.1 Motivation For Dudley Integral: Lecture 10 - 08/02 by Anuj Jha is a document available to read on EtoBox.
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The document presents Lecture 10 of CS 6106 on Statistical Learning Theory, focusing on the Gaussian complexity of the Euclidean unit ball and Dudley’s Entropy Integral Bound. It discusses methods for calculating Gaussian complexity, establishing bounds, and introduces Dudley’s theorem for zero-mean sub-Gaussian processes. The conclusion emphasizes the advantages of Dudley’s bound in capturing the geometry of the set across multiple scales compared to one-step discretization.
- Author
- Anuj Jha
- Language
- EN