Marc Glisse
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RipsNet: a general architecture for fast and robust estimation of the persistent homology of point cloudsProceedings of Machine Learning Research, 2022, Proceedings of Topological, Algebraic, and Geometric Learning Workshops 2022, 196, pp.96-106
Article dans une revue
hal-03867083v1
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RipsNet: a general architecture for fast and robust estimation of the persistent homology of point cloudsICLR 2022 Workshop on Geometrical and Topological Representation Learning, Apr 2022, Virtual conference, United States
Communication dans un congrès
hal-03560450v1
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Topological Uncertainty: Monitoring trained neural networks through persistence of activation graphsIJCAI 2021 - 30th International Joint Conference on Artificial Intelligence, Aug 2021, Montréal, Canada. pp.2666-2672, ⟨10.24963/ijcai.2021/367⟩
Communication dans un congrès
hal-03213188v1
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Optimizing persistent homology based functionsICML 2021 - 38th International Conference on Machine Learning, Jul 2021, Virtual conference, United States. pp.1294-1303
Communication dans un congrès
hal-02969305v2
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