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hal-01864467v1  Conference papers
Bertrand BeaufilsFrédéric ChazalMarc GreletBertrand Michel. Activity recognition from stride detection: a machine learning approach based on geometric patterns and trajectory reconstruction
IPIN 2018 - 9th International Conference on Indoor Positioning and Indoor Navigation, Sep 2018, Nantes, France
hal-01368613v1  Conference papers
Mickael BuchetFrédéric ChazalSteve OudotDonald Sheehy. Efficient and Robuste persistent homology for measures
Twenty-Sixth Annual ACM-SIAM Symposium on Discrete Algorithms , Jan 2015, San Diego, United States. ⟨10.1137/1.9781611973730.13⟩
hal-00923607v1  Journal articles
Maks OvsjanikovMirela Ben ChenOmri AzencotFrédéric Chazal. An operator Approach to Tangent Vector Field Processing
Computer Graphics Forum, Wiley, 2013, Proc. Eurographics Symposium on Geometry Processing 2013, 32 (5), pp.73-82. ⟨10.1111/cgf.12174⟩
hal-01094871v1  Journal articles
Gérard BiauFrédéric ChazalDavid Cohen-SteinerLuc DevroyeCarlos Rodríguez. A weighted k-nearest neighbor density estimate for geometric inference
Electronic journal of statistics , Shaker Heights, OH : Institute of Mathematical Statistics, 2011, 5, pp.204-237
hal-01073070v1  Conference papers
Frédéric ChazalJian Sun. Gromov-Hausdorff Approximation of Filament Structure Using Reeb-type Graph
SOCG 2014 - 30th ACM Annual Symposium on Computational Geometry, Jun 2014, Kyoto, Japan. pp.491-500, ⟨10.1145/2582112.2582129⟩
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hal-01232217v1  Journal articles
Frédéric ChazalBrittany FasyFabrizio LecciBertrand MichelAlessandro Rinaldo et al.  Robust Topological Inference: Distance To a Measure and Kernel Distance
Journal of Machine Learning Research, Microtome Publishing, 2018, 18 (159), pp.40
hal-01249364v1  Journal articles
Omri AzencotMaks OvsjanikovFrédéric ChazalM Ben-Chen. Discrete Derivatives of Vector Fields on Surfaces – An Operator Approach
ACM Transactions on Graphics, Association for Computing Machinery, 2015, 34 (3), ⟨10.1145/2723158⟩
hal-00923684v1  Conference papers
Frédéric ChazalBrittany Terese FasyFabrizio LecciAlessandro RinaldoLarry Wasserman. Stochastic Convergence of Persistence Landscapes and Silhouettes
30th ACM Symposium on Computational Geometry, Jun 2014, Kyoto, Japan. pp.474
hal-00923560v1  Journal articles
Frédéric ChazalVin de SilvaSteve Y. Oudot. Persistence Stability for Geometric complexes
Geometriae Dedicata, Springer Verlag, 2014, 173, pp.193-214. ⟨10.1007/s10711-013-9937-z⟩
hal-01094869v1  Journal articles
Frédéric ChazalPrimoz SkrabaAmit Patel. Computing Well Diagrams for Vector Fields on $R^n$
Applied Mathematics Letters, Elsevier, 2012, 25 (11), pp.1725-1728. ⟨10.1016/j.aml.2012.01.046⟩
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hal-01316989v1  Book sections
Frédéric Chazal. High-Dimensional Topological Data Analysis
3rd Handbook of Discrete and Computational Geometry, CRC Press, 2016
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hal-02271580v1  Conference papers
Bertrand BeaufilsFrédéric ChazalMarc GreletBertrand Michel. Robust pedestrian trajectory reconstruction from inertial sensor
IPIN 2019 - 10th International Conference on Indoor Positioning and Indoor Navigation, Sep 2019, Pisa, Italy
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hal-01073075v1  Conference papers
Chunyuan LiMaks OvsjanikovFrédéric Chazal. Persistence-based Structural Recognition
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014, Jun 2014, Colombus, Ohio, United States. pp.1995-2002
hal-01330678v1  Books
Frédéric ChazalSteve Y. OudotMarc GlisseVin de Silva. The Structure and Stability of Persistence Modules
Springer Verlag, pp.VII, 116, 2016, SpringerBriefs in Mathematics, 978-3-319-42543-6
hal-01094872v1  Conference papers
Frédéric ChazalLeonidas J. GuibasSteve OudotPrimoz Skraba. Persistence-Based Clustering in Riemannian Manifolds
ACM Annual Symposium on Computational Geometry, Jun 2011, Paris, France. pp.97-106, ⟨10.1145/1998196.1998212⟩
inria-00636144v1  Conference papers
Frédéric ChazalDaniel ChenLeonidas J. GuibasXiaoye JiangChristian Sommer. Data-Driven Trajectory Smoothing
19th SIGSPATIAL International Conference on Advances in Geographic Information Systems, Nov 2011, Chicago, United States
hal-01094867v1  Journal articles
Mridul AanjaneyaFrédéric ChazalDaniel ChenMarc GlisseLeonidas J. Guibas et al.  Metric Graph Reconstruction From Noisy Data
International Journal of Computational Geometry and Applications, World Scientific Publishing, 2012, 22 (4), pp.305-325. ⟨10.1142/S0218195912600072⟩
hal-00923609v1  Journal articles
Omri AzencotMirela Ben ChenLeonidas J. GuibasMaks OvsjanikovRaif Rustamov et al.  Map-Based Exploration of Intrinsic Shape Differences and Variability
ACM Transactions on Graphics, Association for Computing Machinery, 2013, SIGGRAPH 2013 Conference Proceedings, 32 (4), pp.1-12. ⟨10.1145/2461912.2461959⟩
hal-00923563v1  Journal articles
Frédéric ChazalLeonidas J. GuibasSteve Y. OudotPrimoz Skraba. Persistence-Based Clustering in Riemannian Manifolds
Journal of the ACM (JACM), Association for Computing Machinery, 2013, 60 (6), pp.38