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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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