4 minutes ago - Best selling audio books free download Deep Learning Generalization: Theoretical Foundations and Practical Strategies (English Edition) PDB CHM by Liu Peng 9781032841892
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Deep Learning Generalization: Theoretical Foundations and Practical Strategies Liu Peng ebook
- Page: 230
- Format: pdf / epub / kindle
- ISBN: 9781032841892
- Publisher: CRC Press
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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. Key topics include balancing model complexity, addressing overfitting and underfitting, and understanding modern phenomena such as the double descent curve and implicit regularization. The book offers a holistic perspective...