Steve Oudot

École Polytechnique — France

Computer Science · Physical Sciences

25h-index3.8kcitations151works2.62yr avg
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Research Topics

Topological and Geometric Data Analysis(103), Homotopy and Cohomology in Algebraic Topology(36), Computational Geometry and Mesh Generation(22), Advanced Neuroimaging Techniques and Applications(22), Advanced Vision and Imaging(18)

Publications151 total

Estimating the persistent homology of Rn-valued functions using function-geometric multifiltrations
2026Open Access
Local characterization of block-decomposability for multiparameter persistence modules
Homology Homotopy and Applications·2026
Counts and end-curves in two-parameter persistence
arXiv (Cornell University)·2025Open Access
Computation of gamma-linear projected barcodes for multiparameter persistence
Journal of Applied and Computational Topology·2025
Théorie de la persistance (1/2) : structure
Journées mathématiques X-UPS·2025· 5 citedOpen Access
Introduction à la théorie de la persistance à travers un exemple d’application
Journées mathématiques X-UPS·2025· 2 citedOpen Access
Intrinsic Interleaving Distance for Merge Trees
La Matematica·2024· 9 citedOpen Access
Estimating the persistent homology of $\mathbb{R}^n$-valued functions using function-geometric multifiltrations
arXiv (Cornell University)·2024Open Access
SING: Stability-Incorporated Neighborhood Graph
2024Open Access
Differential Calculus and Optimization in Persistence Module Categories
arXiv (Cornell University)·2024Open Access
Signed Barcodes for Multi-parameter Persistence via Rank Decompositions and Rank-Exact Resolutions
Foundations of Computational Mathematics·2024· 12 citedOpen Access
Computation of $γ$-linear projected barcodes for multiparameter persistence
arXiv (Cornell University)·2024Open Access
ADAPT: Multimodal Learning for Detecting Physiological Changes under Missing Modalities
arXiv (Cornell University)·2024· 2 citedOpen Access
On the bottleneck stability of rank decompositions of multi-parameter persistence modules
Advances in Mathematics·2024· 8 citedOpen Access
Multimodal Learning for Detecting Stress under Missing Modalities
SPIRE - Sciences Po Institutional REpository·2024Open Access
D-GRIL: End-to-End Topological Learning with 2-parameter Persistence
arXiv (Cornell University)·2024Open Access
Differentiability and Optimization of Multiparameter Persistent Homology
arXiv (Cornell University)·2024· 2 citedOpen Access
Efficient computation of topological integral transforms
arXiv (Cornell University)·2024Open Access
Local characterization of block-decomposability for multiparameter persistence modules
arXiv (Cornell University)·2024· 1 citedOpen Access
On the Stability of Multigraded Betti Numbers and Hilbert Functions
SIAM Journal on Applied Algebra and Geometry·2024· 13 citedOpen Access
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Frequent Co-authors

Frédéric Chazal(15), Leonidas Guibas(12), Primož Škraba(5), Mathieu Carrière(5), Donald R. Sheehy(5), Marc Glisse(3), Vin de Silva(3), Jean‐Daniel Boissonnat(3), Marco Cuturi(3), Mickaël Buchet(3), Yusu Wang(3), Magnus Bakke Botnan(3), David Cohen‐Steiner(2), Maks Ovsjanikov(2), Mathieu Carrière(2), Bertrand Michel(2), Thomas Bonis(2), Elchanan Solomon(2), Ellen Gasparovic(2), Elizabeth Munch(2)