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Deep Generative Modeling for Volume Reconstruction in Cryo-Electron Microscopy



Claire Donnat , Axel Levy , Frederic Poitevin , Nina Miolane


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Geomstats: A Python Package for Riemannian Geometry in Machine Learning



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



Claire Donnat , Susan Holmes


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geomstats: a Python Package for Riemannian Geometry in Machine Learning



Nina Miolane , Johan Mathe , Claire Donnat , Mikael Jorda , Xavier Pennec

* Preprint NIPS2018 

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Learning Structural Node Embeddings Via Diffusion Wavelets



Claire Donnat , Marinka Zitnik , David Hallac , Jure Leskovec

* The 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, August 19--23, 2018, London, United Kingdom 

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