Personal Information
Organization / Workplace
France France
Occupation
Université de Bretagne Sud at IRISA-UBS
About
I am interested in applications of machine learning and data mining in particular from the probabilistic viewpoint. Currently, my focus is on the areas of Manifold Learning and Information Geometry to be exploited for Dimensionality Reduction and Unmixing process of Hyperspectral Images.
Tags
wasserstein distance
spectral unmixing
bregman projection
optimal transport
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- Presentations
- Documents
- Infographics
Optimal Transport in Imaging Sciences
Gabriel Peyré
•
11 years ago
Computational Information Geometry on Matrix Manifolds (ICTP 2013)
Frank Nielsen
•
10 years ago
Information-theoretic clustering with applications
Frank Nielsen
•
9 years ago
On learning statistical mixtures maximizing the complete likelihood
Frank Nielsen
•
9 years ago
Computational Information Geometry for Machine Learning
Frank Nielsen
•
9 years ago
An Introduction to Optimal Transport
Gabriel Peyré
•
11 years ago