Geometry Of Deep Learning

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Geometry of Deep Learning
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The focus of this book is on providing students with insights into geometry that can help them understand deep learning from a unified perspective. Rather than
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Can artificial intelligence learn mathematics? The question is at the heart of this original monograph bringing together theoretical physics, modern geometry, a
Information Geometry and Its Applications
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This is the first comprehensive book on information geometry, written by the founder of the field. It begins with an elementary introduction to dualistic geomet
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This volume develops an effective theory approach to understanding deep neural networks of practical relevance.
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This book describes how neural networks operate from the mathematical point of view. As a result, neural networks can be interpreted both as function universal