Deep Learning Generalization: Theoretical Foundations and Practical Strategies

By Liu Peng

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.

• Format: Hardcover
• Language: English
• ISBN: 1032841907
• ISBN13: 9781032841908
• Release Date: September 2025
• Publisher: CRC Press
• Length: 220 Pages
• Weight: 1.11 lbs.
• Dimensions: 0.6" x 6.1" x 9.2"