| Geomstats: a Python package for Riemannian geometry in machine learning N Miolane, N Guigui, A Le Brigant, J Mathe, B Hou, Y Thanwerdas, ... Journal of Machine Learning Research 21 (223), 1-9, 2020 | 108 | 2020 |
| O (n)-invariant Riemannian metrics on SPD matrices Y Thanwerdas, X Pennec Linear Algebra and its Applications 661, 163-201, 2023 | 50 | 2023 |
| Is affine-invariance well defined on SPD matrices? A principled continuum of metrics Y Thanwerdas, X Pennec Geometric Science of Information: 4th International Conference, GSI 2019 …, 2019 | 18 | 2019 |
| Theoretically and computationally convenient geometries on full-rank correlation matrices Y Thanwerdas, X Pennec SIAM Journal on Matrix Analysis and Applications 43 (4), 1851-1872, 2022 | 16 | 2022 |
| Exploration of balanced metrics on symmetric positive definite matrices Y Thanwerdas, X Pennec Geometric Science of Information: 4th International Conference, GSI 2019 …, 2019 | 15 | 2019 |
| Geodesics and curvature of the quotient-affine metrics on full-rank correlation matrices Y Thanwerdas, X Pennec Geometric Science of Information: 5th International Conference, GSI 2021 …, 2021 | 14 | 2021 |
| Introduction to geometric learning in python with geomstats N Miolane, N Guigui, H Zaatiti, C Shewmake, H Hajri, D Brooks, ... SciPy 2020-19th Python in Science Conference, 48-57, 2020 | 14 | 2020 |
| Riemannian and stratified geometries on covariance and correlation matrices Y Thanwerdas Université Côte d'Azur, 2022 | 11 | 2022 |
| The geometry of mixed-Euclidean metrics on symmetric positive definite matrices Y Thanwerdas, X Pennec Differential Geometry and its Applications 81, 101867, 2022 | 11 | 2022 |
| Bures–wasserstein minimizing geodesics between covariance matrices of different ranks Y Thanwerdas, X Pennec SIAM Journal on Matrix Analysis and Applications 44 (3), 1447-1476, 2023 | 5 | 2023 |
| Geomstats: A Python Package for Riemannian Geometry in Machine Learning. 2020 N Miolane, AL Brigant, J Mathe, B Hou, N Guigui, Y Thanwerdas, ... arXiv preprint arXiv:2004.04667, 0 | 5 | |
| Permutation-invariant log-Euclidean geometries on full-rank correlation matrices Y Thanwerdas SIAM Journal on Matrix Analysis and Applications 45 (2), 930-953, 2024 | 3 | 2024 |
| Geodesic of the Quotient-Affine Metrics on Full-Rank Correlation Matrices Y Thanwerdas, X Pennec arXiv preprint arXiv:2103.04621, 2021 | 1 | 2021 |
| Stratified Riemannian geometry for frugal learning with brain signals S Chevallier, Y Thanwerdas Geometric Science of Information, 2023 | | 2023 |
| Characterization of Invariant Inner Products Y Thanwerdas, X Pennec International Conference on Geometric Science of Information, 384-391, 2023 | | 2023 |
| Géométries riemanniennes et stratifiées des matrices de covariance et de corrélation Y Thanwerdas Université Côte d'Azur, 2022 | | 2022 |
| Geometric Statistics Y Thanwerdas, X Pennec | | |
