Progress in Information Geometry: Theory and Applications

Progress in Information Geometry: Theory and Applications

English | PDF,EPUB | 2021 | 282 Pages | ISBN : 3030654583 | 29.8 MB

This book focuses on information-geometric manifolds of structured data andmodels 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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