TY - GEN N2 - 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. DO - 10.1007/978-3-319-25040-3 DO - doi AB - 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. T1 - Geometric science of informationsecond International Conference, GSI 2015, Palaiseau, France, October 28-30, 2015, Proceedings / AU - Nielsen, Frank. AU - Barbaresco, Frédéric. VL - 9389 CN - SpringerLink CN - QA440 CN - TA1637-1638 CN - TA1634 ID - 746195 KW - Geometry KW - Information science KW - Computer science. KW - Algorithms. KW - Computer science KW - Artificial intelligence. KW - Computer graphics. KW - Image processing. KW - Pattern perception. SN - 9783319250403 SN - 331925040X TI - Geometric science of informationsecond International Conference, GSI 2015, Palaiseau, France, October 28-30, 2015, Proceedings / LK - https://univsouthin.idm.oclc.org/login?url=http://link.springer.com/10.1007/978-3-319-25040-3 UR - https://univsouthin.idm.oclc.org/login?url=http://link.springer.com/10.1007/978-3-319-25040-3 ER -