EAN: 9783319684444

GEOMETRIC SCIENCE OF INFORMATION KARTONIERT (TB)

This book constitutes the refereed proceedings of the Third International Conference on
Geometric Science of Information  GSI 2017  held in Paris  France  in November 2017. The 101
full papers presented were carefully reviewed and selected from 113 submissions and are
organized into the following subjects: statistics on non-linear data  shape space  optimal
transport and applications: image processing  optimal transport and applications: signal
processing  statistical manifold and hessian information geometry  monotone embedding in
information geometry  information structure in neuroscience  geometric robotics and tracking 
geometric mechanics and robotics  stochastic geometric mechanics and Lie group thermodynamics 
probability on Riemannian manifolds  divergence geometry  non-parametric information geometry 
optimization on manifold  computational information geometry  probability density estimation 
session geometry of tensor-valued data  geodesic methods with constraints  applications of
distance geometry.

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