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Type: BOOK - Published: 2021-06-27 - Publisher: Springer Nature

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Machine learning and artificial intelligence increasingly use methodological tools rooted in statistical physics. Conversely, limitations and pitfalls encounter
Geometric Structures of Information
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Authors: Frank Nielsen
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Type: BOOK - Published: 2018-11-19 - Publisher: Springer

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This book focuses on information geometry manifolds of structured data/information and their advanced applications featuring new and fruitful interactions betwe
Geometric Science of Information
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Type: BOOK - Published: 2021-07-14 - Publisher: Springer Nature

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This book constitutes the proceedings of the 5th International Conference on Geometric Science of Information, GSI 2021, held in Paris, France, in July 2021. Th
Information Geometry
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This Special Issue of the journal Entropy, titled “Information Geometry I”, contains a collection of 17 papers concerning the foundations and applications o
Information Geometry and Its Applications
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Authors: Shun-ichi Amari
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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