Generalization Error

In course

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Description

This lecture covers topics such as mutual information, data processing inequality, and properties related to leakage in discrete systems. It discusses the concepts of entropy, estimators, and distributions, emphasizing the importance of understanding generalization error.

Instructors (2)

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Official source

https://mediaspace.epfl.ch/media/0_n1w78fk5

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Ontological neighbourhood

Mathematics

Analysis: Functional analysis

Algebra: Representation theory

Information engineering

Signal processing: Fourier analysis, Time–frequency analysis

Information theory: Channel capacity

Statistics

Statistical inference: Mathematical statistics

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