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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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Convex Hierarchical Clustering for Graph-Structured Data


Dec 11, 2019
Claire Donnat, Susan Holmes


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Learning Weighted Submanifolds with Variational Autoencoders and Riemannian Variational Autoencoders


Nov 19, 2019
Nina Miolane, Susan Holmes


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Estimation of Orientation and Camera Parameters from Cryo-Electron Microscopy Images with Variational Autoencoders and Generative Adversarial Networks


Nov 19, 2019
Nina Miolane, Frédéric Poitevin, Yee-Ting Li, Susan Holmes


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Template shape estimation: correcting an asymptotic bias


Feb 02, 2017
Nina Miolane, Susan Holmes, Xavier Pennec


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