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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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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Can artificial intelligence learn mathematics? The question is at the heart of this original monograph bringing together theoretical physics, modern geometry, a
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The unification of symbolist and connectionist models is a major trend in AI. The key is to keep the symbolic semantics unchanged. Unfortunately, present embedd
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This volume develops an effective theory approach to understanding deep neural networks of practical relevance.
