Generalization Error

In course

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Description

This lecture covers the concept of generalization error, including tail bounds, information bounds, and maximal leakage. It delves into the mathematical proofs and inequalities related to generalization error.

Instructors (2)

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Official source

https://mediaspace.epfl.ch/media/0_i8u5jz58

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Ontological neighbourhood

Mathematics

Probability theory: Topics in probability theory

Statistics

Statistical inference: Mathematical statistics

Logic

Classical logic: First-order logic

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