Mathematical Theory of Deep Learning — Free eBook! A rigorous mathematical introduction to the foundations of deep neural networks, built around central pillars of: • Approximation Theory
• Optimization Theory
• Statistical Learning Theory
• High Dimensional Math
• Deep
Open Deep Learning Textbook Covers Approximation, Optimization and Statistical Theory
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