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Geometric science of informationsecond International Conference, GSI 2015, Palaiseau, France, October 28-30, 2015 : proceedings /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Geometric science of informationedited by Frank Nielsen, Frederic Barbaresco.
Reminder of title:	second International Conference, GSI 2015, Palaiseau, France, October 28-30, 2015 : proceedings /
remainder title:	GSI 2015
other author:	Nielsen, Frank.
corporate name:
Published:	Cham :Springer International Publishing :2015.
Description:	xxii, 790 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
Subject:	Geometry
Online resource:	http://dx.doi.org/10.1007/978-3-319-25040-3
ISBN:	9783319250403$q(electronic bk.)

Geometric science of informationsecond International Conference, GSI 2015, Palaiseau, France, October 28-30, 2015 : proceedings /
Geometric science of informationsecond International Conference, GSI 2015, Palaiseau, France, October 28-30, 2015 : proceedings /[electronic resource] :GSI 2015edited by Frank Nielsen, Frederic Barbaresco. - Cham :Springer International Publishing :2015. - xxii, 790 p. :ill., digital ;24 cm. - Lecture notes in computer science,93890302-9743 ;. - Lecture notes in computer science ;4891..

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.

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.

ISBN: 9783319250403$q(electronic bk.)

Standard No.: 10.1007/978-3-319-25040-3doiSubjects--Topical Terms:

254085
Geometry

LC Class. No.: QA440

Dewey Class. No.: 006.6

Geometric science of informationsecond International Conference, GSI 2015, Palaiseau, France, October 28-30, 2015 : proceedings /
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505 0 $a 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.
520 $a 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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650 0 $a Computer science $x Mathematics. $3 181991
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