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Geometric Science of Information - 5th International Conference, GSI 2021, Paris, France, July 21-23, 2021, Proceedings (Paperback, 1st ed. 2021)
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Geometric Science of Information - 5th International Conference, GSI 2021, Paris, France, July 21-23, 2021, Proceedings (Paperback, 1st ed. 2021)
Series: Lecture Notes in Computer Science, 12829
Expected to ship within 10 - 17 working days
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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.The 98 papers presented in this volume
were carefully reviewed and selected from 125 submissions. They
cover all the main topics and highlights in the domain of geometric
science of information, including information geometry manifolds of
structured data/information and their advanced applications. The
papers are organized in the following topics: Probability and
statistics on Riemannian Manifolds; sub-Riemannian geometry and
neuromathematics; shapes spaces; geometry of quantum states;
geometric and structure preserving discretizations; information
geometry in physics; Lie group machine learning; geometric and
symplectic methods for hydrodynamical models; harmonic analysis on
Lie groups; statistical manifold and Hessian information geometry;
geometric mechanics; deformed entropy, cross-entropy, and relative
entropy; transformation information geometry; statistics,
information and topology; geometric deep learning; topological and
geometrical structures in neurosciences; computational information
geometry; manifold and optimization; divergence statistics; optimal
transport and learning; and geometric structures in thermodynamics
and statistical physics.
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