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Beruf
Université de Bretagne Sud at IRISA-UBS
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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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Supervised Planetary Unmixing with Optimal Transport

Vor 7 Jahren • 82 Aufrufe

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On learning statistical mixtures maximizing the complete likelihood

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Computational Information Geometry for Machine Learning

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An Introduction to Optimal Transport

Gabriel Peyré • Vor 11 Jahren
Personal Information
Unternehmen/Arbeitsplatz
France France
Beruf
Université de Bretagne Sud at IRISA-UBS
Info
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
Mehr anzeigen