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    Browsing by Author Pierre-Emmanuel Jabin.

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    • TVS.006214_Leonid Berlyand, Pierre-Emmanuel Jabin - Mathematics of Deep Learning_ An Introduction (de Gruyter Textbook)-De Gruyter (2023)-1.pdf.jpg
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    • Mathematics of deep learning : an introduction

      • Authors: Leonid Berlyand; Pierre-Emmanuel Jabin. (2023)

    • The goal of this book is to provide a mathematical perspective on some key elements of the so-called deep neural networks (DNNs). Much of the interest in 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.