Bures–Wasserstein Minimizing Geodesics between Covariance Matrices of Different Ranks
From MaRDI portal
Publication:6053420
DOI10.1137/22m149168xzbMath1528.15027arXiv2204.09928MaRDI QIDQ6053420
Xavier Pennec, Yann Thanwerdas
Publication date: 18 October 2023
Published in: SIAM Journal on Matrix Analysis and Applications (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/2204.09928
Complete metric spaces (54E50) Positive matrices and their generalizations; cones of matrices (15B48) Geodesics in global differential geometry (53C22) Quadratic and bilinear forms, inner products (15A63) Local Riemannian geometry (53B20) Stratified sets (58A35) Manifolds of metrics (especially Riemannian) (58D17)
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Geometric foundations for scaling-rotation statistics on symmetric positive definite matrices: minimal smooth scaling-rotation curves in low dimensions
- The distance between two random vectors wigh given dispersion matrices
- Wasserstein geometry of Gaussian measures
- Statistics on the manifold of multivariate normal distributions: theory and application to diffusion tensor MRI processing
- Riemannian geometry for the statistical analysis of diffusion tensor data
- The Frechet distance between multivariate normal distributions
- Geometry of the space of phylogenetic trees
- Wasserstein Riemannian geometry of Gaussian densities
- Bures-Wasserstein geometry for positive-definite Hermitian matrices and their trace-one subset
- Geodesics and curvature of the quotient-affine metrics on full-rank correlation matrices
- Graph-valued regression: prediction of unlabelled networks in a non-Euclidean graph space
- A factorization method for completely positive matrices
- Curvature of the manifold of fixed-rank positive-semidefinite matrices endowed with the Bures-Wasserstein metric
- On the Bures-Wasserstein distance between positive definite matrices
- The Bogoliubov inner product in quantum statistics
- The fundamental equations of a submersion
- A Riemannian framework for tensor computing
- Information geometry for phylogenetic trees
- \(O(n)\)-invariant Riemannian metrics on SPD matrices
- Shape Manifolds, Procrustean Metrics, and Complex Projective Spaces
- Statistics on stratified spaces
- Riemannian Geometry of Symmetric Positive Definite Matrices via Cholesky Decomposition
- Quotient Geometry with Simple Geodesics for the Manifold of Fixed-Rank Positive-Semidefinite Matrices
- A Differential Geometric Approach to the Geometric Mean of Symmetric Positive-Definite Matrices
- An Extension of Kakutani's Theorem on Infinite Product Measures to the Tensor Product of Semifinite w ∗ -Algebras
- On Wasserstein geometry of the space of Gaussian measures
- Symplectic Geometry
- Theoretically and Computationally Convenient Geometries on Full-Rank Correlation Matrices