Sina Nakhostin
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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.
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wasserstein distance spectral unmixing bregman projection optimal transport
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Presentations

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Supervised Planetary Unmixing with Optimal Transport

7 years ago • 82 Views

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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
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
See more