Progress in Information Geometry

Released on by Frank Nielsen
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  • Progress in Information Geometry Book Detail

  • Author : Frank Nielsen
  • Release Date : 2021-03-14
  • Publisher : Springer Nature
  • Genre : Science
  • Pages : 274
  • ISBN 13 : 3030654591
  • File Size : 98,98 MB
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Progress in Information Geometry by Frank Nielsen PDF Summary

Book Description: This book focuses on information-geometric manifolds of structured data and models and related applied mathematics. It features new and fruitful interactions between several branches of science: Advanced Signal/Image/Video Processing, Complex Data Modeling and Analysis, Statistics on Manifolds, Topology/Machine/Deep Learning and Artificial Intelligence. The selection of applications makes the book a substantial information source, not only for academic scientist but it is also highly relevant for industry. The book project was initiated following discussions at the international conference GSI’2019 – Geometric Science of Information that was held at ENAC, Toulouse (France).

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