Deep learning generalization : theoretical foundations and practical strategies /
Liu, Peng
Deep learning generalization : theoretical foundations and practical strategies / Peng Liu - Boca Raton : CRC Press, 2026 - ix, 220 p.
Includes bibliographical references and index.
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.
Eng
9781032841892
Machine learning
Data mining
Deep learning
006.31 / PEN-D
Deep learning generalization : theoretical foundations and practical strategies / Peng Liu - Boca Raton : CRC Press, 2026 - ix, 220 p.
Includes bibliographical references and index.
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.
Eng
9781032841892
Machine learning
Data mining
Deep learning
006.31 / PEN-D