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Information theory. From coding to learning (to appear) - MaRDI portal

Information theory. From coding to learning (to appear)

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Publication:6579859

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MaRDI QIDQ6579859

Yury Polyanskiy, Yihong Wu

Publication date: 29 July 2024

zbMATH Keywords

\(f\)-divergences statistical learning strong data processing inequalities entropic upper bounds for statistical estimation Kolmogorov's metric entropy PAC Bayes and variational principle

Mathematics Subject Classification ID

Applications of statistics in engineering and industry; control charts (62P30) Learning and adaptive systems in artificial intelligence (68T05) Measures of information, entropy (94A17) Information theory (general) (94A15) Introductory exposition (textbooks, tutorial papers, etc.) pertaining to information and communication theory (94-01)

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