About
- 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
- Statistics on non-linear data
- Shape Space
- Optimal Transport & Applications I (Data Science and Economics)
- Optimal Transport & Applications II (Signal and Image Processing)
- Topology and statistical learning
- Statistical Manifold & Hessian Information Geometry
- Monotone Embedding in Information Geometry
- Information Structure in Neuroscience
- Geometric Robotics & Tracking
- Geometric Mechanics & Robotics
- Stochastic Geometric Mechanics & Lie Group Thermodynamics
- Probability on Riemannian Manifolds
- Divergence Geometry
- Geometric Deep Learning
- First and second-order Optimization on Statistical Manifolds
- Non-parametric Information Geometry
- Geometry of quantum states
- Optimization on Manifold
- Computational Information Geometry
- Probability Density Estimation
- Geometry of Tensor-Valued Data
- Geometry and Inverse Problems
- Geometry in Vision, Learning and Dynamical Systems
- Lie Groups and Wavelets
- Geometry of metric measure spaces
- Geometry and Telecom
- Geodesic Methods with Constraints
- Applications of Distance Geometry
Faces in the banner, in order: Euclide, Thales, Clairaut, Legendre, Poncelet, Darboux, Poincaré, Cartan, Fréchet, Libermann, Leray, Koszul, Ferrand, Souriau, Balian, Berger, Choquet-Bruhat, Gromov
Informations
[32] TODHUNTER, I., A History of Mathematical Theory of Probability from the Time of Pascal to that of Laplace, Cambridge et Londres, Macmillan, 1865.
Committees
Comité d'organisation
- Frédéric Barbaresco - Thales, France http://www.thalesgroup.com
- Silvère Bonnabel - Mines-Paristech http://www.silvere-bonnabel.com/
- Frank Nielsen - Ecole Polytechnique, France http://www.lix.polytechnique.fr/~nielsen/
Program chairs
- Frédéric Barbaresco - Thales, France http://www.thalesgroup.com
- Silvère Bonnabel - Mines-Paristech http://www.silvere-bonnabel.com/
- Frank Nielsen - Ecole Polytechnique, France http://www.lix.polytechnique.fr/~nielsen/
Scientific committee
- Pierre-antoine Absil - University of Louvain, Belgium http://sites.uclouvain.be/absil/
- Bijan Afsari - Johns Hopkins University, USA http://www.cis.jhu.edu/~bijan/
- Stéphanie Allassonnière - Ecole Polytechnique, France https://sites.google.com/site/stephanieallassonniere/home
- Jesus Angulo - Mines ParisTech, France http://cmm.ensmp.fr/~angulo/
- Jean-pierre Antoine - Université catholique de Louvain
- John Armstrong - King's College London
- Marc Arnaudon - Université de Bordeaux, France http://www.math.u-bordeaux1.fr/~marnaudo/
- Dena Asta - Carnegie Mellon University, USA http://www.stat.cmu.edu/~dasta/
- Anne Auger - Inria
- Nihat Ay - Max Planck Institute for Mathematics in the Sciences
- Roger Balian - Academy of Sciences, France https://en.wikipedia.org/wiki/Roger_Balian
- Frédéric Barbaresco - Thales, France http://www.thalesgroup.com
- Michèle Basseville - IRISA, France http://people.irisa.fr/Michele.Basseville/
- Pierre Baudot - Max Planck Institute for Mathematic in the Sciences http://www.mis.mpg.de/jjost/members/pierre-baudot.html
- Daniel Bennequin - Paris-Diderot University http://webusers.imj-prg.fr/~daniel.bennequin/
- Joël Bensoam - ircam
- Yannick Berthoumieu - IMS Université de Bordeaux, France https://sites.google.com/site/berthoumieuims/
- Jérémie Bigot - Université de Bordeaux, France https://sites.google.com/site/webpagejbigot/
- Silvère Bonnabel - Mines-Paristech http://www.silvere-bonnabel.com/
- Michel Boyom - Université de Montpellier, France http://www.i3m.univ-montp2.fr/
- Michel Broniatowski - University of Pierre and Marie Curie, France http://www.lsta.upmc.fr/Broniatowski/
- Alain Chenciner - IMCCE & Université Paris 7
- Laurent Cohen - UNIVERSITE PARIS DAUPHINE http://www.ceremade.dauphine.fr/~cohen/
- Patricia Conde céspedes - Université Pierre et Marie Curie
- Ana Cruzeiro - IST, Université de Lisbonne
- Géry De Saxcé - Université des Sciences et des Technologies de Lille, France http://www.univ-lille1.fr/
- Stanley Durrleman - INRIA, France https://who.rocq.inria.fr/Stanley.Durrleman/index.html
- Diala Ezzeddine - Laboratoire ERIC
- Alfred Galichon - New York University, USA http://alfredgalichon.com/
- François Gay-balmaz - CNRS, ENS-ULM
- Jean-pierre Gazeau - Université Paris-Diderot
- Douglas Gonçalves - Universidade Federal de Santa Catarina http://mtm.ufsc.br/~douglas
- Matsuzoe Hiroshi - Nagoya Institute of Technology
- Susan Holmes - Stanford University, USA http://statweb.stanford.edu/~susan/
- Jérémie Jakubowicz - Institut Mines Telecom, France http://www-public.it-sudparis.eu/~jakubowi/
- Nicolas Le bihan - Université de Grenoble, CNRS, France - University of Melbourne, Australia http://www.gipsa-lab.grenoble-inp.fr/~nicolas.le-bihan/
- Alice Le brigant - Université de Bordeaux
- Jean Lerbet - Université Paris Saclay
- Luigi Malagò - Romanian Institute of Science and Technology, Romania http://www.luigimalago.it/
- Jonathan Manton - The University of Melbourne http://people.eng.unimelb.edu.au/jmanton/
- Gaetan Marceau caron - Thales Theresis
- Matilde Marcolli - Caltech, USA http://www.its.caltech.edu/~matilde/
- Jean-François Marcotorchino - Thales, France https://www.thalesgroup.com/
- Charles-michel Marle - Université Pierre et Marie Curie, France http://charles-michel.marle.pagesperso-orange.fr/
- Juliette Mattioli - THALES, France https://www.thalesgroup.com/en
- Bertrand Maury - Université Paris Sud, France http://www.math.u-psud.fr/~maury/
- Quentin Mérigot - Université Paris-Dauphine / CNRS, France http://quentin.mrgt.fr/
- Nina Miolane - Inria
- Jean-marie Mirebeau - Univ Paris-Sud, CNRS, Univ Paris-Saclay
- Ali Mohammad-djafari - Supelec, CNRS, France http://djafari.free.fr/
- Antonio Mucherino - IRISA, Université de Rennes 1
- Florence Nicol - Ecole Nationale de l'Aviation Civile
- Frank Nielsen - Ecole Polytechnique, France http://www.lix.polytechnique.fr/~nielsen/
- Richard Nock - Université des Antilles et de la Guyane, France - NICTA, Australia http://www.univ-ag.fr/rnock/index.html
- Steve Oudot - INRIA
- Maks Ovsjanikov - Ecole Polytechnique
- Pierre Pansu - Université Paris-Sud
- Xavier Pennec - INRIA, France http://www-sop.inria.fr/members/Xavier.Pennec/
- Michel Petitjean - Université Paris Diderot, CNRS, France http://petitjeanmichel.free.fr/itoweb.petitjean.html
- Marion Pilté - Mines ParisTech
- Giovanni Pistone - Collegio Carlo Alberto, Moncalieri, Italie http://www.giannidiorestino.it/
- Radmila Pribic - Thales Nederland
- Olivier Rioul - Telecom ParisTech, France http://perso.telecom-paristech.fr/~rioul/
- Salem Said - Laboratoire IMS
- Carola-bibiane Schönlieb - University of Cambridge
- Olivier Schwander - UPMC, Paris, France http://www-connex.lip6.fr/~schwander
- Rodolphe Sepulchre - Cambridge University, Department of Engineering, UK http://www-control.eng.cam.ac.uk/Main/RodolpheSepulchre
- Fátima Silva Leite - University of Coimbra, Portugal https://www.mat.uc.pt/~fleite/
- Stefan Sommer - University of Copenhagen
- Dominique Spehner - Universite Grenoble Alpes https://www-fourier.ujf-grenoble.fr/~spehner/
- Barbara Trivellato - Politecnico di Torino, Italy http://calvino.polito.it/~trivellato/
- Alain Trouvé - ENS Cachan, France http://atrouve.perso.math.cnrs.fr/
- Barbara Tumpach - Laboratoire Painlevé http://math.univ-lille1.fr/~tumpach/Site/home.html
- Geert Verdoolaege - Ghent University, Belgium http://www.ugent.be/ea/appliedphysics/en/research/fusion/personal_pages.htm/verdoolaege.htm
- René Vidal
- Jun Zhang - University of Michigan, Ann Arbor, USA http://www.lsa.umich.edu/psych/junz/
Links
News
ISBN 978-3-03842-424-6 (print) • ISBN 978-3-03842-425-3 (electronic)
Following the success of GSI’13 & GSI’15, the organizing committe is honored to anounce GSI 2017 to be hosted at Mines ParisTech from November 7th to 9th.
We will welcome 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 “Geometric Science of Information and their 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, Topology/Machine/Deep Learning, Artificial Intelligence, Speech/sound recognition, natural language treatment, Big Data Analytics, etc., which are 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
GSI 2017 will be an interdisciplinary event and will unify skills from Geometry, Probability and Information Theory.
Proceedings are published in Springer's Lecture Note in Computer Science (LNCS) series.
- April 3rd 2017 : Deadline for 8 pages SPRINGER LNCS format
- June 12th 2017 : Notification of acceptance
- July 31st 2017: Final paper submission
Paper templates (Latex, Word) and Guideline on GSI’17 website at “Author Instructions” www.gsi2017.org
The following Special Sessions have been identified but will not be limited to:
- Statistics on non-linear data
- Shape Space
- Optimal Transport & Applications I (Data Science and Economics)
- Optimal Transport & Applications II (Signal and Image Processing)
- Topology and statistical learning
- Statistical Manifold & Hessian Information Geometry
- Information Structure in Neuroscience
- Geometric Robotics & Tracking
- Geometric Mechanics & Robotics
- Stochastic Geometric Mechanics & Lie Group Thermodynamics
- Probability on Riemannian Manifolds
- Divergence Geometry
- Geometric Deep Learning
- First and second-order Optimization on Statistical Manifolds
- Non-parametric Information Geometry
- Geometry of quantum states
- Optimization on Manifold
- Computational Information Geometry
- Probability Density Estimation
- Geometry of Tensor-Valued Data
- Geometry and Inverse Problems
- Geometry in Vision, Learning and Dynamical Systems
- Lie Groups and Wavelets
- Geometry of metric measure spaces
- Geometry and Telecom
- Geodesic Methods with Constraints
- Applications of Distance Geometry
3 keynote speakers’ talks will open each day (Prof. A. Trouvé, B. Tumpach & M. Girolami). An Invited Honorary speaker (Prof. J.M. Bismut) will give a talk at the end of 1st day and a Guest Honorary speaker (Prof. D. Bennequin) will close the conference.
Invited Honorary Speaker
- Jean-Michel Bismut (Paris-Saclay University) - The hypoelliptic Laplacian
Guest Honorary Speaker
- Daniel Bennequin (Paris Diderot University) - Geometry and Vestibular Information
Keynote Speakers
- Alain Trouvé (ENS Cachan) - Hamiltonian Modeling for Shape Evolution and Statistical Modeling of Shapes Variability
- Barbara Tumpach (Lille University) - Riemannian Metrics on Shape Spaces of Curves and Surfaces
- Mark Girolami (Imperial College London) - Riemann Manifold Langevin and Hamiltonian Monte Carlo Methods
Topics of interests will include, but not be limited to, the Fisher–Rao metric, dual connections, divergence functions, entropy/cross-entropy, Hessian geometry, exponential/mixture geodesics and projections, Q-statistics, quantum statistical inference and computation, computational information geometry, algebraic statistics, optimal transportation problems, deep neural networks, and related topics.
The authors and audience of the journal will be interdisciplinary, coming from mathematics, statistics, machine learning, statistical and quantum physics, information theory, control theory, neural computation, complex networks, cognitive science, and allied disciplines.
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