Geometric science of information [electronic resource] : second International Conference, GSI 2015, Palaiseau, France, October 28-30, 2015, Proceedings / edited by Frank Nielsen, Frédéric Barbaresco.
2015
QA440
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Title
Geometric science of information [electronic resource] : second International Conference, GSI 2015, Palaiseau, France, October 28-30, 2015, Proceedings / edited by Frank Nielsen, Frédéric Barbaresco.
Meeting Name
GSI (Conference) (2nd : 2015 : Palaiseau, France)
ISBN
9783319250403 electronic book
331925040X electronic book
9783319250397
3319250396
331925040X electronic book
9783319250397
3319250396
Published
Cham : Springer, 2015.
Language
English
Description
1 online resource (xxii, 790 pages) : illustrations.
Item Number
10.1007/978-3-319-25040-3 doi
Call Number
QA440
Dewey Decimal Classification
006.6
006.37
006.37
Summary
This book constitutes the refereed proceedings of the Second International Conference on Geometric Science of Information, GSI 2015, held in Palaiseau, France, in October 2015. The 80 full papers presented were carefully reviewed and selected from 110 submissions and are organized into the following thematic sessions: 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; and Bayesian and information geometry for inverse problems.
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Access limited to authorized users.
Digital File Characteristics
text file PDF
Added Author
Nielsen, Frank. editor.
Barbaresco, Frédéric. editor.
Barbaresco, Frédéric. editor.
Series
Lecture notes in computer science ; 9389.
LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics.
LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics.
Available in Other Form
Print version: 9783319250397
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Table of Contents
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.
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.