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GSI2015
2nd conference on Geometric Science of Information
28 October 2015 - 30 October 2015 Ecole Polytechnique, Paris-Saclay (France)

LIX Colloquium 2015 conferences

As for GSI’13, the objective of this SEE Conference GSI’15, hosted by Ecole Polytechnique, is to bring together pure/applied mathematicians and engineers, with common interest for Geometric tools and their applications for Information analysis.
It emphasizes an active participation of young researchers to discuss emerging areas of collaborative research on “Information Geometry Manifolds and Their Advanced Applications”.
Current and ongoing uses of Information Geometry Manifolds in applied mathematics are the following: Advanced Signal/Image/Video Processing, Complex Data Modeling and Analysis, Information Ranking and Retrieval, Coding, Cognitive Systems, Optimal Control, Statistics on Manifolds, Machine Learning, Speech/sound recognition, natural language treatment, etc., which are also substantially relevant for industry.
The Conference will be therefore held in areas of priority/focused themes and 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
  • Identify research areas/applications for future collaboration
  • Identify academic & industry labs expertise for further collaboration
This conference will be an interdisciplinary event and will unify skills from Geometry, Probability and Information Theory. The conference proceedings are published in Springer's Lecture Note in Computer Science (LNCS) series. 

Authors will be solicited to submit a paper in a special Issue "Differential Geometrical Theory of Statistics” in ENTROPY Journal, an international and interdisciplinary open access journal of entropy and information studies published monthly online by MDPI

Provisional Topics of Special Sessions:

  • Manifold/Topology Learning
  • Riemannian Geometry in Manifold Learning
  • Optimal Transport theory and applications in Imagery/Statistics
  • Shape Space & Diffeomorphic mappings
  • Geometry of distributed optimization
  • Random Geometry/Homology
  • Hessian Information Geometry
  • Topology and Information
  • Information Geometry Optimization
  • Divergence Geometry
  • Optimization on Manifold
  • Lie Groups and Geometric Mechanics/Thermodynamics
  • Quantum Information Geometry
  • Infinite Dimensional Shape spaces
  • Geometry on Graphs
  • Bayesian and Information geometry for inverse problems
  • Geometry of Time Series and Linear Dynamical Systems
  • Geometric structure of Audio Processing  
  • Lie groups in Structural Biology
  • Computational Information Geometry
 
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Ecole Polytechnique, Paris-Saclay (France)

École Polytechnique
Route de Saclay
91128 Palaiseau
France
 
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