Geometric science of information : third International Conference, GSI 2017, Paris, France, November 7-9, 2017, Proceedings / Frank Nielsen, Frédéric Barbaresco (eds.).
2017
QA448.D38
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Title
Geometric science of information : third International Conference, GSI 2017, Paris, France, November 7-9, 2017, Proceedings / Frank Nielsen, Frédéric Barbaresco (eds.).
Meeting Name
ISBN
9783319684451 (electronic book)
3319684450 (electronic book)
9783319684444
3319684450 (electronic book)
9783319684444
Published
Cham, Switzerland : Springer, 2017.
Language
English
Description
1 online resource (xxv, 877 pages) : illustrations.
Item Number
10.1007/978-3-319-68445-1 doi
Call Number
QA448.D38
Dewey Decimal Classification
516.00285
Summary
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.
Note
International conference proceedings.
Includes author index.
Includes author index.
Access Note
Access limited to authorized users.
Digital File Characteristics
text file PDF
Source of Description
Online resource; title from PDF title page (SpringerLink, viewed October 30, 2017).
Added Author
Series
Lecture notes in computer science ; 10589.
LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics.
LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics.
Available in Other Form
Print version: 9783319684444
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