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03/02/2022
Canonical foliations of neural networks: application to robustness
Adversarial attack is an emerging threat to the trustability of machine ...
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06/03/2020
Classifying histograms of medical data using information geometry of beta distributions
In this paper, we use tools of information geometry to compare, average ...
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05/12/2020
Fisher-Rao geometry of Dirichlet distributions
In this paper, we study the geometry induced by the Fisher-Rao metric on...
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04/17/2019
The Fisher-Rao geometry of beta distributions applied to the study of canonical moments
This paper studies the Fisher-Rao geometry on the parameter space of bet...
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06/20/2018