Geometric Science of Information First International Conference, GSI 2013, Paris, France, August 28-30, 2013. Proceedings /

This book constitutes the refereed proceedings of the First International Conference on Geometric Science of Information, GSI 2013, held in Paris, France, in August 2013. The nearly 100 papers presented were carefully reviewed and selected from numerous submissions and are organized into the followi...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Άλλοι συγγραφείς: Nielsen, Frank (Επιμελητής έκδοσης), Barbaresco, Frédéric (Επιμελητής έκδοσης)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013.
Σειρά:Lecture Notes in Computer Science, 8085
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
Πίνακας περιεχομένων:
  • Geometric statistics on manifolds and Lie groups
  • Deformations in shape spaces
  • Differential Geometry in Signal Processing
  • Relational Metric
  • Discrete Metric Spaces
  • Computational Information Geometry
  • Computational Aspects of Information Geometry in Statistics
  • Optimization on Matrix Manifolds
  • Optimal Transport Theory
  • Probability on Manifolds
  • Divergence Geometry and Ancillarity
  • Entropic Geometry
  • Tensor-Valued Mathematical Morphology
  • Machine/Manifold/Topology Learning
  • Hessian Information Geometry
  • Geometry of Audio Processing
  • Geometry of Inverse Problems
  • Algebraic/Infinite dimensional/Banach Information Manifolds
  • Information Geometry Manifolds
  • Algorithms on Manifolds.