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Geometric Science of Information
0 - Default Title
Description
The 124 full papers included in the proceedings were carefully reviewed and selected from 146 submissions. They were organized in topical sections as follows:
Part I: Geometric Learning and Differential Invariants on Homogeneous Spaces; Statistical Manifolds and Hessian information geometry; Applied Geometry-Informed Machine Learning; Geometric Green Learning on Groups and Quotient Spaces; Divergences in Statistics and Machine Learning;
Part II: Geometric Statistics; Computational Information Geometry and Divergences; Geometric Methods in Thermodynamics; Classical & Quantum Information, Geometry and Topology; Geometric Mechanics; Stochastic Geometric Dynamics;
Part III: New trends in Nonholonomic Systems; Learning of Dynamic Processes; Optimization and learning on manifolds; Neurogeometry; Lie Group in Learning Distributions & in Filters; A geometric approach to differential equations; Information Geometry, Delzant Toric Manifold & Integrable System.
Product details
Binding:
Paperback
Number of Pages:
468
Release Date:
2025-09-23
Publication Date:
2025-09-23
Publisher:
Springer
Languages:
Original:
English
ISBN10:
3032039231
ISBN13:
9783032039231
GPSR Manufacturer Reference:
Weight:
703 g
Height:
155 cm
Width:
235 cm
Thickness:
26 cm
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