Geometric Science of Information, Frank Nielsen; Fr?d?ric Barbaresco
Автор: Frank Nielsen; Frederic Barbaresco Название: Geometric Science of Information ISBN: 3319250396 ISBN-13(EAN): 9783319250397 Издательство: Springer Рейтинг: Цена: 81990.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание:
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.
Автор: Frank Nielsen; Fr?d?ric Barbaresco Название: Geometric Science of Information ISBN: 3319684442 ISBN-13(EAN): 9783319684444 Издательство: Springer Рейтинг: Цена: 102480.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание:
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 & Applications I (Data Science and Economics)
Optimal Transport & Applications II (Signal and Image Processing)
Topology and statistical learning
Statistical Manifold & Hessian Information Geometry
Monotone Embedding in Information Geometry
Information Structure in Neuroscience
Geometric Robotics & Tracking
Geometric Mechanics & Robotics
Stochastic Geometric Mechanics & Lie Group Thermodynamics
Probability on Riemannian Manifolds
Divergence Geometry
Geometric Deep Learning
First and second-order Optimization on Statistical Manifolds
Non-parametric Information Geometry
Geometry of quantum states
Optimization on Manifold
Computational Information Geometry
Probability Density Estimation
Geometry of Tensor-Valued Data
Geometry and Inverse Problems
Geometry in Vision, Learning and Dynamical Systems
Lie Groups and Wavelets
Geometry of metric measure spaces
Geometry and Telecom
Geodesic Methods with Constraints
Applications of Distance Geometry
Автор: Hirsch Название: Dynamics of Information Systems ISBN: 1441956883 ISBN-13(EAN): 9781441956880 Издательство: Springer Рейтинг: Цена: 153720.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: "Dynamics of Information Systems" presents state-of-the-art research explaining the importance of information in the evolution of a distributed or networked system. This book presents techniques for measuring the value or significance of information within the context of a system. Each chapter reveals a unique topic or perspective from experts in this exciting area of research.
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