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Geomstats: A Python Package for Riemannian Geometry in Machine Learning

Apr 07, 2020
Nina Miolane, Alice Le Brigant, Johan Mathe, Benjamin Hou, Nicolas Guigui, Yann Thanwerdas, Stefan Heyder, Olivier Peltre, Niklas Koep, Hadi Zaatiti, Hatem Hajri, Yann Cabanes, Thomas Gerald, Paul Chauchat, Christian Shewmake, Bernhard Kainz, Claire Donnat, Susan Holmes, Xavier Pennec

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Adversarial Risk Bounds for Neural Networks through Sparsity based Compression

Jun 03, 2019
Emilio Rafael Balda, Arash Behboodi, Niklas Koep, Rudolf Mathar

* 16 pages, 4 figures 

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Pymanopt: A Python Toolbox for Optimization on Manifolds using Automatic Differentiation

Sep 08, 2016
James Townsend, Niklas Koep, Sebastian Weichwald

* Journal of Machine Learning Research, 17(137):1-5, 2016 

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