Deep Learning Generalization: Theoretical Foundations and Practical Strategies (Bog, Paperback / softback, Engelsk) af Liu Peng

Deep Learning Generalization: Theoretical Foundations and Practical Strategies

(Bog, Paperback / softback, Engelsk)
Forfatter: Liu Peng



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Beskrivelse

This book provides a comprehensive exploration of generalization in deep learning, focusing on both theoretical foundations and practical strategies. It delves deeply into how machine learning models, particularly deep neural networks, achieve robust performance on unseen data.

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Alle detaljer

Forlag Taylor & Francis Ltd
Forfatter Liu Peng
Type Bog
Format Paperback / softback
Sprog Engelsk
Udgivelsesdato 11-09-2025
Første udgivelsesår 2025
Illustrationer 62 Line drawings, black and white; 62 Illustrations, black and white
Originalsprog United Kingdom
Sideantal 220
Indbinding Paperback / softback
Forlag Taylor & Francis Ltd
Sideoplysninger 220 pages, 62 Line drawings, black and white; 62 Illustrations, black and white
Mål 154 x 233 x 15
ISBN-13 / EAN-13 9781032841892