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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-01716181v3  Conference papers
Frédéric ChazalVincent Divol. The density of expected persistence diagrams and its kernel based estimation
SoCG 2018 - Symposium of Computational Geometry, Jun 2018, Budapest, Hungary
hal-00796041v1  Book sections
Frédéric CazalsFrédéric ChazalJoachim Giesen. Spectral Techniques to Explore Point Clouds in Euclidean Space, with Applications to Collective Coordinates in Structural Biology
Ioannis 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⟩
hal-01074566v1  Conference papers
Mickaël BuchetFrédéric ChazalSteve Yann OudotDonald R. Sheehy. Efficient and Robust Persistent Homology for Measures
ACM-SIAM Symposium on Discrete Algorithms, Jan 2015, San Diego, United States
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-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-01316989v1  Book sections
Frédéric Chazal. High-Dimensional Topological Data Analysis
3rd Handbook of Discrete and Computational Geometry, CRC Press, 2016
hal-02315998v1  Conference papers
Quentin MerigotAlex DelalandeFrédéric Chazal. Quantitative stability of optimal transport maps and linearization of the 2-Wasserstein space
AISTATS 2020 - 23rd International Conference on Artificial Intelligence and Statistics, Aug 2020, Palermo /Online, Italy. pp.3186-3196
hal-01919562v3  Journal articles
Hirokazu AnaiFrédéric ChazalMarc GlisseYuichi IkeHiroya Inakoshi et al.  DTM-based Filtrations
Abel Symposia, Springer, 2020, Topological Data Analysis, 15, pp.33-66. ⟨10.1007/978-3-030-43408-3_2⟩
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-01614384v1  Journal articles
Frédéric ChazalBertrand Michel. An introduction to Topological Data Analysis: fundamental and practical aspects for data scientists
Frontiers in Artificial Intelligence, Frontiers Media S.A., 2021, Front. Artif. Intell
hal-02292996v1  Conference papers
Frédéric ChazalDavid Cohen-SteinerMarc GlisseLeonidas GuibasSteve Oudot. Proximity of persistence modules and their diagrams
SoCG 2009 - 25th Annual Symposium on Computational Geometry, Jun 2009, Aarhus, Denmark. pp.10, ⟨10.1145/1542362.1542407⟩
hal-00171507v1  Conference papers
Frédéric ChazalDavid Cohen-SteinerAndré LieutierBoris Thibert. Shape Smoothing using Double Offsets
SPM '07 - Solid and Physical Modeling, Jun 2007, Beijing, China. pp.183-192, ⟨10.1145/1236246.1236273⟩
hal-00772444v1  Journal articles
Frédéric ChazalDavid Cohen-SteinerQuentin Merigot. Geometric Inference for Probability Measures
Foundations of Computational Mathematics, Springer Verlag, 2011, 11 (6), pp.733-751. ⟨10.1007/s10208-011-9098-0⟩
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⟩
inria-00154798v2  Reports
Frédéric ChazalDavid Cohen-SteinerQuentin Merigot. Stability of boundary measures
[Research Report] RR-6219, INRIA. 2007, pp.20
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⟩