Machine learning with Riemannian Geometry

Sep 1, 2016
Code
Riemannian geometry Machine learning
Ammar Mian
Ammar Mian
Associate professor

Associate professor at Université Savoie Mont Blanc in Signal processing

Publications

On-line Kronecker Product Structured Covariance Estimation with Riemannian geometry for t-distributed data
Comparative study SPD machine learning.
Florent Bouchard, Arnaud Breloy, Ammar Mian, Guillaume Ginolhac
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Riemannian geometry for compound Gaussian distributions: Application to recursive change detection
Riemannian geometry on compound-Gaussian distributions
Florent Bouchard, Ammar Mian, Jialun Zhou, Salem Said, Guillaume Ginolhac, Yannick Berthoumieu
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A Comparative Study of Supervised Learning Algorithms for Symmetric Positive Definite Features
Comparative study SPD machine learning.
Ammar Mian, Elias Raninen, Esa Ollila
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