Steve Oudot

According to our database1, Steve Oudot authored at least 38 papers between 2003 and 2018.

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Bibliography

2018
A fuzzy clustering algorithm for the mode-seeking framework.
Pattern Recognition Letters, 2018

Statistical Analysis and Parameter Selection for Mapper.
Journal of Machine Learning Research, 2018

Structure and Stability of the One-Dimensional Mapper.
Foundations of Computational Mathematics, 2018

Large Scale computation of Means and Clusters for Persistence Diagrams using Optimal Transport.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2017
Only distances are required to reconstruct submanifolds.
Comput. Geom., 2017

Sliced Wasserstein Kernel for Persistence Diagrams.
Proceedings of the 34th International Conference on Machine Learning, 2017

Local Equivalence and Intrinsic Metrics between Reeb Graphs.
Proceedings of the 33rd International Symposium on Computational Geometry, 2017

2016
Persistence-Based Pooling for Shape Pose Recognition.
Proceedings of the Computational Topology in Image Context - 6th International Workshop, 2016

Structure and Stability of the 1-Dimensional Mapper.
Proceedings of the 32nd International Symposium on Computational Geometry, 2016

The Structure and Stability of Persistence Modules.
Springer Briefs in Mathematics, Springer, ISBN: 978-3-319-42543-6, 2016

2015
Stable Topological Signatures for Points on 3D Shapes.
Comput. Graph. Forum, 2015

Zigzag Persistence via Reflections and Transpositions.
Proceedings of the Twenty-Sixth Annual ACM-SIAM Symposium on Discrete Algorithms, 2015

Efficient and Robust Persistent Homology for Measures.
Proceedings of the Twenty-Sixth Annual ACM-SIAM Symposium on Discrete Algorithms, 2015

Topological Analysis of Scalar Fields with Outliers.
Proceedings of the 31st International Symposium on Computational Geometry, 2015

Persistence Theory - From Quiver Representations to Data Analysis.
Mathematical surveys and monographs 209, American Mathematical Society, ISBN: 978-1-4704-2545-6, 2015

2013
Guest Editors' Foreword.
Discrete & Computational Geometry, 2013

Interleaved Filtrations: Theory and Applications in Point Cloud Data Analysis.
Proceedings of the Geometric Science of Information - First International Conference, 2013

Zigzag zoology: rips zigzags for homology inference.
Proceedings of the Symposuim on Computational Geometry 2013, 2013

2011
Scalar Field Analysis over Point Cloud Data.
Discrete & Computational Geometry, 2011

Persistence-based clustering in riemannian manifolds.
Proceedings of the 27th ACM Symposium on Computational Geometry, 2011

2010
Geodesic delaunay triangulations in bounded planar domains.
ACM Trans. Algorithms, 2010

Meshing volumes with curved boundaries.
Eng. Comput. (Lond.), 2010

Topological inference via meshing.
Proceedings of the 26th ACM Symposium on Computational Geometry, 2010

2009
Gromov-Hausdorff Stable Signatures for Shapes using Persistence.
Comput. Graph. Forum, 2009

Analysis of scalar fields over point cloud data.
Proceedings of the Twentieth Annual ACM-SIAM Symposium on Discrete Algorithms, 2009

Proximity of persistence modules and their diagrams.
Proceedings of the 25th ACM Symposium on Computational Geometry, 2009

2008
Geodesic Delaunay triangulation and witness complex in the plane.
Proceedings of the Nineteenth Annual ACM-SIAM Symposium on Discrete Algorithms, 2008

Towards persistence-based reconstruction in euclidean spaces.
Proceedings of the 24th ACM Symposium on Computational Geometry, 2008

2007
Learning smooth shapes by probing.
Comput. Geom., 2007

Reconstruction using witness complexes.
Proceedings of the Eighteenth Annual ACM-SIAM Symposium on Discrete Algorithms, 2007

Manifold reconstruction in arbitrary dimensions using witness complexes.
Proceedings of the 23rd ACM Symposium on Computational Geometry, Gyeongju, 2007

2006
Provably good sampling and meshing of Lipschitz surfaces.
Proceedings of the 22nd ACM Symposium on Computational Geometry, 2006

2005
Sampling and Meshing Surfaces with Guarantees. (Échantillonnage et maillage de surfaces avec garanties).
PhD thesis, 2005

Provably good sampling and meshing of surfaces.
Graphical Models, 2005

Meshing Volumes Bounded by Smooth Surfaces.
Proceedings of the 14th International Meshing Roundtable, 2005

Learning smooth objects by probing.
Proceedings of the 21st ACM Symposium on Computational Geometry, 2005

Learning smooth objects by probing.
Proceedings of the 21st ACM Symposium on Computational Geometry, 2005

2003
Provably Good Surface Sampling and Approximation.
Proceedings of the First Eurographics Symposium on Geometry Processing, 2003


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