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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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