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Adélie Garin
Adélie Garin
EPFL
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Cited by
Year
A topological" reading" lesson: Classification of MNIST using TDA
A Garin, G Tauzin
2019 18th IEEE International Conference On Machine Learning And Applications …, 2019
582019
From trees to barcodes and back again: theoretical and statistical perspectives
L Kanari, A Garin, K Hess
Algorithms 13 (12), 335, 2020
272020
Duality in persistent homology of images
A Garin, T Heiss, K Maggs, B Bleile, V Robins
arXiv preprint arXiv:2005.04597, 2020
162020
The persistent homology of dual digital image constructions
B Bleile, A Garin, T Heiss, K Maggs, V Robins
Research in Computational Topology 2, 1-26, 2022
122022
Stratifying the space of barcodes using Coxeter complexes
B Brück, A Garin
Journal of Applied and Computational Topology 7 (2), 369-395, 2023
72023
Persistent homology with improved locality information for more effective delineation
D Oner, A Garin, M Koziński, K Hess, P Fua
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023
72023
From trees to barcodes and back again II: Combinatorial and probabilistic aspects of a topological inverse problem
J Curry, J DeSha, A Garin, K Hess, L Kanari, B Mallery
Computational Geometry 116, 102031, 2024
62024
The impact of changes in resolution on the persistent homology of images
T Heiss, S Tymochko, B Story, A Garin, H Bui, B Bleile, V Robins
2021 IEEE International Conference on Big Data (Big Data), 3824-3834, 2021
32021
From Trees to Barcodes and Back Again: A Combinatorial, Probabilistic and Geometric Study of a Topological Inverse Problem
AE Garin
EPFL, 2022
12022
A Lattice-Theoretic Perspective on the Persistence Map
B Mallery, A Garin, J Curry
arXiv preprint arXiv:2203.00643, 2022
2022
Group ID U10090 Affiliated authors Dietler, Anna
G Favi, S Frulloni, A Garin, M Keddouh, V Kormann, Z Patakfalvi, ...
Persistent Homology and Stability Theorem
A Garin
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Articles 1–12