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Geometric Science of Information

Geometric Science of Information

Second International Conference, GSI 2015, Palaiseau, France, October 28-30, 2015, Proceedings

by Frederic Barbaresco and Frank Nielsen
Paperback
Publication Date: 08/10/2015

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Dimension reduction on Riemannian manifolds.- Optimal transport.- Optimal transport and applications in imagery/statistics.- Shape space and diffeomorphic mappings.- Random geometry/homology.- Hessian information geometry.- Topological forms and Information.- Information geometry optimization.- Information geometry in image analysis.- Divergence geometry.- Optimization on manifold.- Lie groups and geometric mechanics/thermodynamics.- Computational information geometry.- Lie groups: novel statistical and computational frontiers.- Geometry of time series and linear dynamical systems.- Bayesian and information geometry for inverse problems.

ISBN:
9783319250397
9783319250397
Category:
Graphical & digital media applications
Format:
Paperback
Publication Date:
08-10-2015
Language:
English
Publisher:
Springer
Country of origin:
United States
Dimensions (mm):
235x155mm
Weight:
12.04kg

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