Categorie : GSI 2025

Key deadlines

Key deadlines

Important dates:

    • CMT (Microsoft Research) opening: February 17th 2025 – 23:59 CEST (Paris time)
    • Deadline for 8 pages SPRINGER LNCS format: April 22nd 2025 – 23:59 CEST (Paris time)
    • Notification of acceptance: June 2nd 2025
    • Camera-ready submission: July 1st , 2025 – 23:59 CEST (Paris time)
    • Registration opening: August 4th , 2025 – 23:59 CEST (Paris time)
    • Registration deadline for hardcopy of proceedings : September 15th , 2025 – 23:59 CEST (Paris time)June 
> Call for papers
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Conference topics

Conferences topics

> Read he Call for papers

Topics of interests include but are not limited to:

  • Geometric Learning and Differential Invariants on Homogeneous Spaces
  • Statistical Manifolds and Hessian information geometry
  • Renyi Entropy & Information
  • Geometric Foliation Structures of Dissipation and Machine Learning
  • Geometric Structures of Quantum Information & Processing
  • Applied Geometric Learning
  • Probability, Information and Topology (fundamentals & applications)
  • Divergences in Statistics and Machine Learning
  • Geometric Statistics
  • Geometric Methods in Hybrid Classical/Quantum Systems 
  • Computational Information Geometry and Divergences
  • Geometric Methods in Thermodynamics
  • The Geometry of Classical & Quantum States
  • Geometric Mechanics
  • Geometric Green & Quantum Machine Learning
  • Stochastic Geometric Dynamics
  • New trends in Nonholonomic Systems
  • Learning of Dynamic Processes
  • Neurogeometry
  • PINN (Physics-Informed Neural Network)  with Geometric Structures
  • Lie Groups in Machine Learning
  • Information Geometry, Toric Manifold (Delzant Theory)
  • A symplectic approach to differential equations
  • Lie Group Based Method in Robotics & Kalman Filters
  • Geometric and Analytical Aspects of Quantization and Non-Commutative Harmonic Analysis on Lie Groups
  • Probability and Statistics on manifolds
  • Deep learning: Methods, Analysis and Applications to Mechanical Systems
  • Integrable Systems and Information Geometry (From Classical to Quantum)
  • Computing Geometry & Algebraic Statistics
> Call for papers
> Key deadlines
> Authors instructions
> Submit your paper

Call for papers

Call for papers

Submissions are closed

As for GSI’13/GSI’15/GSI’17/GSI’19/GSI’21/GSI’23, the objective of this 7th SEE GSI’25 conference, hosted in Saint-Malo, is to bring together pure/applied mathematicians and engineers, with common interest for Geometric tools and their applications for Information analysis and Learning. It emphasizes an active participation of young researchers to discuss emerging areas of collaborative research on “Geometric Science of Information and their Applications”.

GSI presents a panorama of Geometric Tools emphasizing mathematical theory, physical model, computational methods, and applications in mathematics, physics, statistics, engineering, signal/ image processing, machine learning and data science.

The Conference will be therefore held in areas of topics of mutual interest with the aim to:

  • Provide an overview on the most recent state-of-the-art
  • Exchange mathematical information/knowledge/expertise in the area

This conference will be an interdisciplinary event and will unify skills from Physics, Geometry, Probability and Information Theory. Proceedings are published in Springer’s Lecture Note in Computer Science series.

Gala Diner will take place in The Mansion’s Corsair.

> DOWNLOAD THE CALL FOR PAPERS [PDF]
> Explore the conference topics
> Key deadlines
> Authors instructions
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