Mathematics of Deep Learning (English, Leonid Berlyand | Pierre-Emmanuel Jabin)
de Gruyter

Mathematics of Deep Learning (English, Leonid Berlyand | Pierre-Emmanuel Jabin)

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ISBN-139783119144117
ISBN-103119144118

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About the Book

This course aims at providing a mathematical perspective to some key elements of the so-called deep neural networks (DNNs). Much of the interest on deep learning has focused on the implementation of DNN-based algorithms. Our hope is that this compact textbook will offer a complementary point of view that emphasizes the underlying mathematical ideas. We believe that a more foundational perspective will help to answer important questions that have…

ISBN: 9783119144117

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