Yann Thanwerdas

According to our database, Yann Thanwerdas authored at least 9 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Permutation-Invariant Log-Euclidean Geometries on Full-Rank Correlation Matrices.

Yann Thanwerdas

SIAM J. Matrix Anal. Appl., 2024

2023

Bures-Wasserstein Minimizing Geodesics between Covariance Matrices of Different Ranks.

Yann Thanwerdas, Xavier Pennec

SIAM J. Matrix Anal. Appl., September, 2023

Characterization of Invariant Inner Products.

Yann Thanwerdas, Xavier Pennec

Proceedings of the Geometric Science of Information - 6th International Conference, 2023

2022

Theoretically and Computationally Convenient Geometries on Full-Rank Correlation Matrices.

Yann Thanwerdas, Xavier Pennec

SIAM J. Matrix Anal. Appl., December, 2022

2021

Geodesics and Curvature of the Quotient-Affine Metrics on Full-Rank Correlation Matrices.

Yann Thanwerdas, Xavier Pennec

Proceedings of the Geometric Science of Information - 5th International Conference, 2021

2020

Geomstats: A Python Package for Riemannian Geometry in Machine Learning.

Nina Miolane, Alice Le Brigant, Johan Mathe, Benjamin Hou, Nicolas Guigui, Yann Thanwerdas, Stefan Heyder, Olivier Peltre, Niklas Koep, Hadi Zaatiti, Hatem Hajri, Yann Cabanes, Thomas Gerald, Paul Chauchat, Christian Shewmake, Bernhard Kainz, Claire Donnat, Susan P. Holmes, Xavier Pennec

CoRR, 2020

Introduction to Geometric Learning in Python with Geomstats.

Nina Miolane, Nicolas Guigui, Hadi Zaatiti, Christian Shewmake, Hatem Hajri, Daniel Brooks, Alice Le Brigant, Johan Mathe, Benjamin Hou, Yann Thanwerdas, Stefan Heyder, Olivier Peltre, Niklas Koep, Yann Cabanes, Thomas Gerald, Paul Chauchat, Bernhard Kainz, Claire Donnat, Susan P. Holmes, Xavier Pennec

Proceedings of the 19th Python in Science Conference 2020 (SciPy 2020), Virtual Conference, July 6, 2020

2019

Is Affine-Invariance Well Defined on SPD Matrices? A Principled Continuum of Metrics.

Yann Thanwerdas, Xavier Pennec

Proceedings of the Geometric Science of Information - 4th International Conference, 2019

Exploration of Balanced Metrics on Symmetric Positive Definite Matrices.

Yann Thanwerdas, Xavier Pennec

Proceedings of the Geometric Science of Information - 4th International Conference, 2019