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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.
- Sales Rank: #8928540 in Books
- Published on: 2015-09-26
- Original language: English
- Number of items: 1
- Dimensions: 6.46" h x 1.65" w x 9.57" l, .0 pounds
- Binding: Paperback
- 790 pages
About the Author
Frank Nielsen (Japan) is a technical director and researcher at Sony Computer Science Laboratories Inc., and has written extensively on graphic design and programming in several journals including Transactions on Graphics, Computational Geometry: Theory and Applications, Transactions on Pattern Analysis, and Machine Intelligence. His writings have also appeared in numerous conference papers. Nielsen has also taught in France at ESSI and ISIA (Ecole des Mines de Paris). He holds a Ph.D. degree in Computer Science from the University of Nice (France).
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