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Geometric science of information = s...

Nielsen, Frank.

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

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Geometric science of information/ edited by Frank Nielsen, Frederic Barbaresco.
其他題名:	second International Conference, GSI 2015, Palaiseau, France, October 28-30, 2015 : proceedings /
其他題名:	GSI 2015
其他作者:	Nielsen, Frank.
出版者:	Cham :Springer International Publishing : : 2015.,
面頁冊數:	xxii, 790 p. :ill., digital ;24 cm.
內容註:	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.
Contained By:	Springer eBooks
標題:	Geometry -
電子資源:	http://dx.doi.org/10.1007/978-3-319-25040-3
ISBN:	9783319250403

Geometric science of information = second 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 ;5353..

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

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

703106
Geometry

LC Class. No.: QA440

Dewey Class. No.: 006.6

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