Author: Daniel A. Roberts

The Principles of Deep Learning Theory

The Principles of Deep Learning Theory

This textbook establishes a theoretical framework for understanding deep learning models of practical relevance. With an approach that borrows from theoretical physics, Roberts and Yaida provide clear and pedagogical explanations...
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472 pages
2022-05-26 Published