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Author search results
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- Steve Oudot
aka: Steve Y. Oudot
Inria and Institut Polytechnique de Paris, France
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Publication search results
found 88 matches
- 2024
- Steve Oudot, Luis Scoccola:
On the Stability of Multigraded Betti Numbers and Hilbert Functions. SIAM J. Appl. Algebra Geom. 8(1): 54-88 (2024) - Luis Scoccola, Siddharth Setlur, David Loiseaux, Mathieu Carrière, Steve Oudot:
Differentiability and Optimization of Multiparameter Persistent Homology. ICML 2024 - Vadim Lebovici, Steve Oudot, Hugo Passe:
Efficient Computation of Topological Integral Transforms. SEA 2024: 22:1-22:19 - Vadim Lebovici, Steve Oudot, Hugo Passe:
Efficient computation of topological integral transforms. CoRR abs/2405.02256 (2024) - Soham Mukherjee, Shreyas N. Samaga, Cheng Xin, Steve Oudot, Tamal K. Dey:
D-GRIL: End-to-End Topological Learning with 2-parameter Persistence. CoRR abs/2406.07100 (2024) - Luis Scoccola, Siddharth Setlur, David Loiseaux, Mathieu Carrière, Steve Oudot:
Differentiability and Optimization of Multiparameter Persistent Homology. CoRR abs/2406.07224 (2024) - Julie Mordacq, Léo Milecki, Maria Vakalopoulou, Steve Oudot, Vicky Kalogeiton:
ADAPT: Multimodal Learning for Detecting Physiological Changes under Missing Modalities. CoRR abs/2407.03836 (2024) - 2023
- Jacob Leygonie, Mathieu Carrière, Théo Lacombe, Steve Oudot:
A gradient sampling algorithm for stratified maps with applications to topological data analysis. Math. Program. 202(1): 199-239 (2023) - David Loiseaux, Luis Scoccola, Mathieu Carrière, Magnus Bakke Botnan, Steve Oudot:
Stable Vectorization of Multiparameter Persistent Homology using Signed Barcodes as Measures. NeurIPS 2023 - David Loiseaux, Luis Scoccola, Mathieu Carrière, Magnus Bakke Botnan, Steve Oudot:
Stable Vectorization of Multiparameter Persistent Homology using Signed Barcodes as Measures. CoRR abs/2306.03801 (2023) - 2022
- Magnus Bakke Botnan, Vadim Lebovici, Steve Oudot:
On Rectangle-Decomposable 2-Parameter Persistence Modules. Discret. Comput. Geom. 68(4): 1078-1101 (2022) - Jacob Leygonie, Steve Oudot, Ulrike Tillmann:
A Framework for Differential Calculus on Persistence Barcodes. Found. Comput. Math. 22(4): 1069-1131 (2022) - Magnus Bakke Botnan, Steffen Oppermann, Steve Oudot:
Signed Barcodes for Multi-Parameter Persistence via Rank Decompositions. SoCG 2022: 19:1-19:18 - Magnus Bakke Botnan, Steffen Oppermann, Steve Oudot, Luis Scoccola:
On the bottleneck stability of rank decompositions of multi-parameter persistence modules. CoRR abs/2208.00300 (2022) - 2021
- Magnus Bakke Botnan, Steffen Oppermann, Steve Oudot:
Signed Barcodes for Multi-Parameter Persistence via Rank Decompositions and Rank-Exact Resolutions. CoRR abs/2107.06800 (2021) - Jacob Leygonie, Mathieu Carrière, Théo Lacombe, Steve Oudot:
A Gradient Sampling Algorithm for Stratified Maps with Applications to Topological Data Analysis. CoRR abs/2109.00530 (2021) - Steve Oudot, Luis Scoccola:
On the stability of multigraded Betti numbers and Hilbert functions. CoRR abs/2112.11901 (2021) - 2020
- Jérémy Cochoy, Steve Oudot:
Decomposition of Exact pfd Persistence Bimodules. Discret. Comput. Geom. 63(2): 255-293 (2020) - Michael Kerber, Michael Lesnick, Steve Oudot:
Exact computation of the matching distance on 2-parameter persistence modules. J. Comput. Geom. 11(2): 4-25 (2020) - Magnus Bakke Botnan, Vadim Lebovici, Steve Oudot:
On Rectangle-Decomposable 2-Parameter Persistence Modules. SoCG 2020: 22:1-22:16 - Clément Maria, Steve Oudot, Elchanan Solomon:
Intrinsic Topological Transforms via the Distance Kernel Embedding. SoCG 2020: 56:1-56:15 - Magnus Bakke Botnan, Vadim Lebovici, Steve Oudot:
On rectangle-decomposable 2-parameter persistence modules. CoRR abs/2002.08894 (2020) - 2019
- Rachel Jeitziner, Mathieu Carrière, Jacques Rougemont, Steve Oudot, Kathryn Hess, Cathrin Brisken:
Two-Tier Mapper, an unbiased topology-based clustering method for enhanced global gene expression analysis. Bioinform. 35(18): 3339-3347 (2019) - Michael Kerber, Michael Lesnick, Steve Oudot:
Exact Computation of the Matching Distance on 2-Parameter Persistence Modules. SoCG 2019: 46:1-46:15 - Nicolas Berkouk, Grégory Ginot, Steve Oudot:
Level-sets persistence and sheaf theory. CoRR abs/1907.09759 (2019) - Ellen Gasparovic, Elizabeth Munch, Steve Oudot, Katharine Turner, Bei Wang, Yusu Wang:
Intrinsic Interleaving Distance for Merge Trees. CoRR abs/1908.00063 (2019) - Jacob Leygonie, Steve Oudot, Ulrike Tillmann:
A Framework for Differential Calculus on Persistence Barcodes. CoRR abs/1910.00960 (2019) - 2018
- Mathieu Carrière, Steve Oudot:
Structure and Stability of the One-Dimensional Mapper. Found. Comput. Math. 18(6): 1333-1396 (2018) - Mathieu Carrière, Bertrand Michel, Steve Oudot:
Statistical Analysis and Parameter Selection for Mapper. J. Mach. Learn. Res. 19: 12:1-12:39 (2018) - Thomas Bonis, Steve Oudot:
A fuzzy clustering algorithm for the mode-seeking framework. Pattern Recognit. Lett. 102: 37-43 (2018)
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