Yann Thanwerdas

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 9

Top Topics

Information Retrieval Evaluation

Covariance Matrices

Rank Correlation

Riemannian Metric

Top Venues

SIAM J. Matrix Anal. Appl.

Publications

Yann Thanwerdas
Permutation-Invariant Log-Euclidean Geometries on Full-Rank Correlation Matrices. SIAM J. Matrix Anal. Appl. 45 (2) (2024)
Yann Thanwerdas, Xavier Pennec
Bures-Wasserstein Minimizing Geodesics between Covariance Matrices of Different Ranks. SIAM J. Matrix Anal. Appl. 44 (3) (2023)
Yann Thanwerdas, Xavier Pennec
Characterization of Invariant Inner Products. GSI (1) (2023)
Yann Thanwerdas, Xavier Pennec
Theoretically and Computationally Convenient Geometries on Full-Rank Correlation Matrices. SIAM J. Matrix Anal. Appl. 43 (4) (2022)
Yann Thanwerdas, Xavier Pennec
Geodesics and Curvature of the Quotient-Affine Metrics on Full-Rank Correlation Matrices. GSI (2021)
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
Introduction to Geometric Learning in Python with Geomstats. SciPy (2020)
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
Geomstats: A Python Package for Riemannian Geometry in Machine Learning. CoRR (2020)
Yann Thanwerdas, Xavier Pennec
Exploration of Balanced Metrics on Symmetric Positive Definite Matrices. GSI (2019)
Yann Thanwerdas, Xavier Pennec
Is Affine-Invariance Well Defined on SPD Matrices? A Principled Continuum of Metrics. GSI (2019)