Geometric Science of Information.pdf

Geometric Science of Information

This book constitutes the refereed proceedings of the First International Conference on Geometric Science of Information, GSI 2013, held in Paris, France, in August 2013. The nearly 100 papers presented were carefully reviewed and selected from numerous submissions and are organized into the following thematic sessions: Geometric Statistics on Manifolds and Lie Groups, Deformations in Shape Spaces, Differential Geometry in Signal Processing, Relational Metric, Discrete Metric Spaces, Computational Information Geometry, Hessian Information Geometry I and II, Computational Aspects of Information Geometry in Statistics, Optimization on Matrix Manifolds, Optimal Transport Theory, Probability on Manifolds, Divergence Geometry and Ancillarity, Entropic Geometry, Tensor-Valued Mathematical Morphology, Machine/Manifold/Topology Learning, Geometry of Audio Processing, Geometry of Inverse Problems, Algebraic/Infinite dimensional/Banach Information Manifolds, Information Geometry Manifolds, and Algorithms on Manifolds.

About the Conference. With the development of data science today, the importance of information geometry in mathematical science has been recognized again. Dear Colleagues, The special issue will collect a limited number of selected invited and contributed talks presented during the conference MaxEnt'14 on ...

3642400191 ISBN
Englisch SPRACHE
Geometric Science of Information.pdf


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Geometric Science of Information Third International Conference, GSI 2017, Paris, France, November 7-9, 2017, Proceedings by Frank Nielsen and Publisher Springer. Save up to 80% by choosing the eTextbook option for ISBN: 9783319684451, 3319684450. The print version of this textbook is ISBN: 9783319684444, 3319684442.

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Geometric Science of Information | SpringerLink This book constitutes the refereed proceedings of the Third International Conference on Geometric Science of Information, GSI 2017, held in Paris, France, in November 2017. The 101 full papers present

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