Geometric Science of Information
Geometric Science of Information [electronic resource] :
edited by Frank Nielsen, Frédéric Barbaresco.
- 1st ed. 2023.
- Cham Springer Nature Switzerland 2023
- XLV, 624 p. 114 illus., 69 illus. in color. online resource.
This book constitutes the proceedings of the 6th International Conference on Geometric Science of Information, GSI 2023, held in St. Malo, France, during August 30-September 1, 2023. The 125 full papers presented in this volume were carefully reviewed and selected from 161 submissions. They cover all the main topics and highlights in the domain of geometric science of information, including information geometry manifolds of structured data/information and their advanced applications. The papers are organized in the following topics: geometry and machine learning; divergences and computational information geometry; statistics, topology and shape spaces; geometry and mechanics; geometry, learning dynamics and thermodynamics; quantum information geometry; geometry and biological structures; geometry and applications.
9783031382710
Artificial intelligence.
Artificial Intelligence.
Computer Engineering and Networks.
Computer engineering.
Computer networks .
Computer science
Computer vision.
Computer Vision.
Mathematics of Computing.
4.0151
This book constitutes the proceedings of the 6th International Conference on Geometric Science of Information, GSI 2023, held in St. Malo, France, during August 30-September 1, 2023. The 125 full papers presented in this volume were carefully reviewed and selected from 161 submissions. They cover all the main topics and highlights in the domain of geometric science of information, including information geometry manifolds of structured data/information and their advanced applications. The papers are organized in the following topics: geometry and machine learning; divergences and computational information geometry; statistics, topology and shape spaces; geometry and mechanics; geometry, learning dynamics and thermodynamics; quantum information geometry; geometry and biological structures; geometry and applications.
9783031382710
Artificial intelligence.
Artificial Intelligence.
Computer Engineering and Networks.
Computer engineering.
Computer networks .
Computer science
Computer vision.
Computer Vision.
Mathematics of Computing.
4.0151