Principles of Deep Learning Theory

Name: Principles of Deep Learning Theory
Brand: Cambridge University Press
SKU: 2088656
Author: Daniel A. (Massachusetts Institute of Technology) Roberts

Daniel A. (Massachusetts Institute of Technology) Roberts, Sho Yaida

Cambridge University Press

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This is the first book focused entirely on deep learning theory. Tools from theoretical physics are borrowed and adapted to explain, from first principles, how realistic deep neural networks work, benefiting practitioners looking to build better AI models and theorists looking for a unifying…

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