Geometric Structures of Statistical Physics, Information Geometry, and Learning: SPIG... (Bog, Hardback, Engelsk)

Geometric Structures of Statistical Physics, Information Geometry, and Learning: SPIGL'20, Les Houches, France, July 27–31

(Bog, Hardback, Engelsk)

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Beskrivelse

Machine learning and artificial intelligence increasingly use methodological tools rooted in statistical physics. This interplay between AI and statistical physics has been attested since the birth of AI, and principles underpinning statistical physics can shed new light on the conceptual basis of AI.

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Alle detaljer

Forlag Springer Nature Switzerland AG
Type Bog
Format Hardback
Sprog Engelsk
Udgave 2021 ed.
Udgivelsesdato 27-06-2021
Første udgivelsesår 2021
Serie Springer Proceedings in Mathematics & Statistics
Illustrationer 63 Illustrations, color; 24 Illustrations, black and white
Fagredaktør Frederic Barbaresco, Frank Nielsen
Originalsprog Switzerland
Sideantal 459
Indbinding Hardback
Forlag Springer Nature Switzerland AG
Sideoplysninger 459 pages, 63 Illustrations, color; 24 Illustrations, black and white
Mål 235 x 155
ISBN-13 / EAN-13 9783030779566