About

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

Committees

Secrétaire

Webmestre

Program chairs

Scientific committee

Sponsors and Organizers

Documents

XLS

Random Geometry/Homology (chaired by Laurent Decreusefond/Frédéric Chazal)

The extremal index for a random tessellation Nicolas Chenavier
A two-color interacting random balls model for co-localization analysis of proteins Frederic Lavancier, Charles Kervrann
Asymptotics of superposition of point processes Laurent Decreusefond, Aurélien Vasseur

Computational Information Geometry (chaired by Frank Nielsen, Paul Marriott)

Geometry of Goodness-of-Fit Testing in High Dimensional Low Sample Size Modelling Paul Marriott, Radka Sabolova, Germain Van Bever, Frank Critchley
Computing Boundaries in Local Mixture Models Vahed Maroufy, Paul Marriott
Approximating Covering and Minimum Enclosing Balls in Hyperbolic Geometry Frank Nielsen, Gaëtan Hadjeres
From Euclidean to Riemannian Means Information Geometry for SSVEP Classification Emmanuel Kalunga, Sylvain Chevallier, Quentin Barthélemy, Karim Djouani, Yskandar Hamam, Eric Monacelli
Group Theoretical Study on Geodesics for the Elliptical Models Hiroto Inoue
Path connectedness on a space of probability density functions Shinto Eguchi, Osamu Komori
Computational Information Geometry: mixture modelling Germain Van Bever, Radka Sabolova, Frank Critchley, Paul Marriott

Bayesian and Information Geometry for Inverse Problems (chaired by Ali Mohammad-Djafari, Olivier Swander)

Stochastic PDE projection on manifolds Assumed-Density and Galerkin Filters Damiano Brigo, John Armstrong
Variational Bayesian Approximation method for Classification and Clustering with a mixture of Studen Ali Mohammad-Djafari
Differential geometric properties of textile plot Tomonari Sei, Ushio Tanaka
A generalization of independence and multivariate Student's t-distributions Monta Sakamoto, Hiroshi Matsuzoe

Authors

Frédéric Barbaresco

Frederic Lavancier, Charles Kervrann

A two-color interacting random balls model for co-localization analysis of proteins Frederic Lavancier, Charles Kervrann

Roman Belavkin

Pierre Calka

Laurent Decreusefond, Aurélien Vasseur

Asymptotics of superposition of point processes Laurent Decreusefond, Aurélien Vasseur

Nicolas Chenavier

The extremal index for a random tessellation Nicolas Chenavier

Frank Nielsen, Gaëtan Hadjeres

Approximating Covering and Minimum Enclosing Balls in Hyperbolic Geometry Frank Nielsen, Gaëtan Hadjeres

Germain Van Bever, Radka Sabolova, Frank Critchley, Paul Marriott

Computational Information Geometry: mixture modelling Germain Van Bever, Radka Sabolova, Frank Critchley, Paul Marriott

Vahed Maroufy, Paul Marriott

Computing Boundaries in Local Mixture Models Vahed Maroufy, Paul Marriott

Emmanuel Kalunga, Sylvain Chevallier, Quentin Barthélemy, Karim Djouani, Yskandar Hamam, Eric Monacelli

From Euclidean to Riemannian Means Information Geometry for SSVEP Classification Emmanuel Kalunga, Sylvain Chevallier, Quentin Barthélemy, Karim Djouani, Yskandar Hamam, Eric Monacelli

Paul Marriott, Radka Sabolova, Germain Van Bever, Frank Critchley

Geometry of Goodness-of-Fit Testing in High Dimensional Low Sample Size Modelling Paul Marriott, Radka Sabolova, Germain Van Bever, Frank Critchley

Hiroto Inoue

Group Theoretical Study on Geodesics for the Elliptical Models Hiroto Inoue

Shinto Eguchi, Osamu Komori

Path connectedness on a space of probability density functions Shinto Eguchi, Osamu Komori

Monta Sakamoto, Hiroshi Matsuzoe

A generalization of independence and multivariate Student's t-distributions Monta Sakamoto, Hiroshi Matsuzoe

Tomonari Sei, Ushio Tanaka

Differential geometric properties of textile plot Tomonari Sei, Ushio Tanaka

Damiano Brigo, John Armstrong

Stochastic PDE projection on manifolds Assumed-Density and Galerkin Filters Damiano Brigo, John Armstrong

Ali Mohammad-Djafari

Variational Bayesian Approximation method for Classification and Clustering with a mixture of Studen Ali Mohammad-Djafari

Barbara Opozda

Hideyuki Ishi

Michel Boyom, Jamali Mohammed, Shahid Hasan

Multiply CR-Warped Product Statistical Submanifolds of a Holomorphic Stastistical Space Form Michel Boyom, Jamali Mohammed, Shahid Hasan

News

Information SEE 120 participants already!
Communiqué de presse GSI2015 registration is open!

Venue

Ecole Polytechnique, Paris-Saclay (France)

École Polytechnique
Route de Saclay
91128 Palaiseau
France