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Verallgemeinerungsgrenzen: Perspektiven aus Informationstheorie und PAC-Bayes

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Part I covers the foundations of information-theoretic and PAC-Bayesian generalization bounds for standard supervised learning. Part II explores the applications of generalization bounds, as well as extensions to settings beyond standard supervised learning.

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EAN:

9781638284208
UPC:

9781638284208
ISBN:

9781638284208
Format:

Paperback, 242 pages
Author:

Fredrik Hellström
Book Title:

Generalization Bounds: Perspectives from Informati
Item Height:

1.3 cm
Item Length:

23.4 cm
Item Weight:

0.35 kg
Item Width:

15.6 cm
Language:

Eng
Publisher:

now publishers Inc

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