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Deep Learning Generalization: Theoretical Foundations and Practical Strategies
Liu Peng
Deep Learning Generalization: Theoretical Foundations and Practical Strategies
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.
Media | Books Paperback Book (Book with soft cover and glued back) |
To be released | September 5, 2025 |
ISBN13 | 9781032841892 |
Publishers | Taylor & Francis Ltd |
Pages | 200 |
Dimensions | 403 g (Weight (estimated)) |