Personal Information
Organización/Lugar de trabajo
France France
Ocupación
Université de Bretagne Sud at IRISA-UBS
Acerca de
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.
Etiquetas
wasserstein distance
spectral unmixing
bregman projection
optimal transport
Ver más
- Presentaciones
- Documentos
- Infografías
Optimal Transport in Imaging Sciences
Gabriel Peyré
•
Hace 11 años
Computational Information Geometry on Matrix Manifolds (ICTP 2013)
Frank Nielsen
•
Hace 10 años
Information-theoretic clustering with applications
Frank Nielsen
•
Hace 9 años
On learning statistical mixtures maximizing the complete likelihood
Frank Nielsen
•
Hace 9 años
Computational Information Geometry for Machine Learning
Frank Nielsen
•
Hace 9 años
An Introduction to Optimal Transport
Gabriel Peyré
•
Hace 11 años