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Progress in Information Geometry

About Progress in Information Geometry

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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  • Language:
  • English
  • ISBN:
  • 9783030654580
  • Binding:
  • Hardback
  • Pages:
  • 274
  • Published:
  • March 14, 2021
  • Edition:
  • 2021
  • Dimensions:
  • 155x235x0 mm.
  • Weight:
  • 652 g.
Delivery: 2-4 weeks
Expected delivery: September 26, 2025

Description of Progress in Information Geometry

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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