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98 résultats
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Geometric Inference for Measures based on Distance FunctionsFoundations of Computational Mathematics, 2011, 11 (6), pp.733-751. ⟨10.1007/s10208-011-9098-0⟩
Article dans une revue
istex
inria-00383685v2
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Persistence-based Pooling for Shape Pose Recognition6th International Workshop on Computational Topology in Image Context (CTIC 2016), Jun 2016, Marseille, France
Communication dans un congrès
hal-01301937v2
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Persistence-Based Clustering in Riemannian ManifoldsACM Annual Symposium on Computational Geometry, Jun 2011, Paris, France. pp.97-106, ⟨10.1145/1998196.1998212⟩
Communication dans un congrès
hal-01094872v1
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Statistical properties of general Markov dynamical sources: applications to information theoryDiscrete Mathematics and Theoretical Computer Science, 2004, Vol. 6 no. 2 (2), pp.283-314. ⟨10.46298/dmtcs.329⟩
Article dans une revue
hal-00959009v1
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Persistence-Based Clustering in Riemannian ManifoldsJournal of the ACM (JACM), 2013, 60 (6), pp.38
Article dans une revue
hal-00923563v1
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Robust Stride Detector from Ankle-Mounted Inertial Sensors for Pedestrian Navigation and Activity Recognition with Machine Learning ApproachesSensors, 2019, 19 (20), pp.4491. ⟨10.3390/s19204491⟩
Article dans une revue
hal-02365094v1
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Exploring phenotypic space for mining genotypes and alleles in maizePlant Biology Europe 2023, Jul 2023, Marseille, France
Communication dans un congrès
hal-04157374v1
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Persistence Stability for Geometric complexesGeometriae Dedicata, 2014, 173, pp.193-214. ⟨10.1007/s10711-013-9937-z⟩
Article dans une revue
hal-00923560v1
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The density of expected persistence diagrams and its kernel based estimationJournal of Computational Geometry, 2019, 10 (2), ⟨10.20382/jocg.v10i2a7⟩
Article dans une revue
hal-04308723v1
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Choosing the parameter of the Fermat distance: navigating geometry and noise2023
Pré-publication, Document de travail
hal-04317396v1
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Proximity of persistence modules and their diagramsSoCG 2009 - 25th Annual Symposium on Computational Geometry, Jun 2009, Aarhus, Denmark. pp.10, ⟨10.1145/1542362.1542407⟩
Communication dans un congrès
hal-02292996v1
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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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Topological signatures of periodic-like signals2023
Pré-publication, Document de travail
hal-04140929v1
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Efficient and Robust Persistent Homology for MeasuresComputational Geometry, 2016, 58, ⟨10.1016/j.comgeo.2016.07.001⟩
Article dans une revue
hal-01342385v1
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On the Stability of Functional Maps and Shape Difference OperatorsComputer Graphics Forum, 2017, pp.1 - 12. ⟨10.1111/cgf.13238⟩
Article dans une revue
hal-01668186v1
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Quantitative stability of optimal transport maps and linearization of the 2-Wasserstein spaceAISTATS 2020 - 23rd International Conference on Artificial Intelligence and Statistics, Aug 2020, Palermo /Online, Italy. pp.3186-3196
Communication dans un congrès
hal-02315998v1
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Deconvolution for the Wasserstein Metric and Geometric InferenceElectronic Journal of Statistics , 2011, 5, pp.1394-1423. ⟨10.1214/11-EJS646⟩
Article dans une revue
inria-00607806v1
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Rates of convergence for robust geometric inference[Research Report] INRIA. 2015
Rapport
hal-01232197v1
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Stability of Curvature Measures[Research Report] RR-6756, INRIA. 2008, pp.34
Rapport
inria-00344903v1
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Subsampling Methods for Persistent HomologyInternational Conference on Machine Learning (ICML 2015), Jul 2015, Lille, France
Communication dans un congrès
hal-01073073v1
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Topological Data AnalysisNovel Mathematics Inspired by Industrial Challenges, 38, Springer International Publishing, pp.247-269, 2022, Mathematics in Industry, ⟨10.1007/978-3-030-96173-2_9⟩
Chapitre d'ouvrage
hal-03813929v1
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Supervised Contamination Detection, with Flow Cytometry Application2024
Pré-publication, Document de travail
hal-04535142v1
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On the Bootstrap for Persistence Diagrams and Landscapes2013
Pré-publication, Document de travail
hal-00879982v1
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Stochastic Convergence of Persistence Landscapes and Silhouettes30th ACM Symposium on Computational Geometry, Jun 2014, Kyoto, Japan. pp.474
Communication dans un congrès
hal-00923684v1
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PersLay: A Neural Network Layer for Persistence Diagrams and New Graph Topological SignaturesInternational Conference on Artificial Intelligence and Statistics, Aug 2020, Virtual, Italy
Communication dans un congrès
hal-03112050v1
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Shape Smoothing using Double OffsetsSPM '07 - Solid and Physical Modeling, Jun 2007, Beijing, China. pp.183-192, ⟨10.1145/1236246.1236273⟩
Communication dans un congrès
hal-00171507v1
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Topological Data Analysis for Arrhythmia Detection through Modular Neural NetworksCanadianAI 2020 - 33rd Canadian Conference on Artificial Intelligence, May 2020, Ottawa, Canada
Communication dans un congrès
hal-02155849v1
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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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Spectral Techniques to Explore Point Clouds in Euclidean Space, with Applications to Collective Coordinates in Structural BiologyIoannis Z. Emiris and Frank Sottile and Thorsten Theobald. Nonlinear Computational Geometry, 151, Springer, pp.1-34, 2010, The IMA Volumes in Mathematics and its Applications, 978-1-4419-0998-5. ⟨10.1007/978-1-4419-0999-2_1⟩
Chapitre d'ouvrage
istex
hal-00796041v1
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