Means for fixed rank PSD matrices (Q782525)
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scientific article; zbMATH DE number 7225057
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | Means for fixed rank PSD matrices |
scientific article; zbMATH DE number 7225057 |
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Means for fixed rank PSD matrices (English)
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27 July 2020
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The geometric mean for positive semidefinite matrices for projections of fixed rank were introduced by \textit{S. Bonnabel} and \textit{R. Sepulchre} [SIAM J. Matrix Anal. Appl. 31, No. 3, 1055--1070 (2010; Zbl 1220.47025)] and \textit{E. Batzies} et al. [Linear Algebra Appl. 466, 83--101 (2015; Zbl 1315.53037)], based on the theory of Grassmann manifolds. In the case of full rank matrices, this mean coincides with the one corresponding to the theory of \textit{F. Kubo} and \textit{T. Ando} [Math. Ann. 246, 205--224 (1980; Zbl 0412.47013)]. In this work, the author extends it to a general theory of means of positive semidefinite matrices of fixed rank.
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operator mean
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positive semidefinite matrix
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Grassmannians
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