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Liu Peng

Deep Learning Generalization: Theoretical Foundations and Practical Strategies

Deep Learning Generalization: Theoretical Foundations and Practical Strategies

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  • More about Deep Learning Generalization: Theoretical Foundations and Practical Strategies

Format: Paperback / softback
Length: 220 pages
Publication date: 12 September 2025
Publisher: Taylor & Francis Ltd

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.

Weight: 426g
Dimension: 234 x 156 (mm)
ISBN-13: 9781032841892

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