Sotabase

Career

· Researcher, French Institute for Research in Computer Science and Automation
· Senior Researcher, National Institute for Research in Computer Science and Control (INRIA)
· Adjunct Professor, Stanford University
· Researcher, Stanford University

Publications (93)

Proximity of persistence modules and their diagrams
SCG '09 · 2009
517
cited
The Structure and Stability of Persistence Modules
Springer Briefs in Mathematics · 2012
491
cited
Persistence Theory - From Quiver Representations to Data Analysis
Mathematical Surveys and Monographs · 2015
395
cited
Provably good sampling and meshing of surfaces
Graphical Models · 2005
370
cited
Persistence stability for geometric complexes
arXiv.org · 2012
324
cited
Eurographics Symposium on Geometry Processing 2009 Gromov-hausdorff Stable Signatures for Shapes Using Persistence
306
cited
Sliced Wasserstein Kernel for Persistence Diagrams
International Conference on Machine Learning · 2017
253
cited
Towards persistence-based reconstruction in euclidean spaces
SCG '08 · 2007
211
cited
Eurographics Symposium on Geometry Processing 2015 Stable Topological Signatures for Points on 3d Shapes
125
cited
Provably Good Surface Sampling and Approximation
Eurographics Symposium on Geometry Processing · 2003
104
cited
Statistical Analysis and Parameter Selection for Mapper
Journal of machine learning research · 2017
104
cited
Manifold Reconstruction in Arbitrary Dimensions Using Witness Complexes
SCG '07 · 2007
98
cited
Meshing Volumes Bounded by Smooth Surfaces
International Meshing Roundtable Conference · 2005
87
cited
Efficient and robust persistent homology for measures
Computational geometry · 2013
83
cited
Reconstruction Using Witness Complexes
ACM-SIAM Symposium on Discrete Algorithms · 2007
79
cited
Large Scale computation of Means and Clusters for Persistence Diagrams using Optimal Transport
Neural Information Processing Systems · 2018
77
cited
Analysis of scalar fields over point cloud data
ACM-SIAM Symposium on Discrete Algorithms · 2009
73
cited
Structure and Stability of the One-Dimensional Mapper
Foundations of Computational Mathematics · 2015
69
cited
Provably good sampling and meshing of Lipschitz surfaces
SCG '06 · 2006
68
cited
Signed Barcodes for Multi-parameter Persistence via Rank Decompositions and Rank-Exact Resolutions
Foundations of Computational Mathematics · 2021
65
cited
Sotabase
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