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Geometric Science of Information

6th International Conference, GSI 2023, St. Malo, France, August 30 – September 1, 2023, Proceedings, Part I

  • Conference proceedings
  • © 2023

Overview

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 14071)

Included in the following conference series:

Conference proceedings info: GSI 2023.

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About this book

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.



Keywords

Table of contents (62 papers)

  1. Geometric Green Learning

  2. Neurogeometry Meets Geometric Deep Learning

  3. Divergences in Statistics and Machine Learning

  4. Computational Information Geometry and Divergences

Other volumes

  1. Geometric Science of Information

  2. Geometric Science of Information

Editors and Affiliations

  • Sony Computer Science Laboratories Inc., Tokyo, Japan

    Frank Nielsen

  • THALES Land and Air Systems, Meudon, France

    Frédéric Barbaresco

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