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A divergence center interpretation of general symmetric Kubo-Ando means, and related weighted multivariate operator means

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Abstract It is well known that special Kubo-Ando operator means admit divergence center interpretations, moreover, they are also mean squared error estimators for certain metrics on positive definite operators. In… Click to show full abstract

Abstract It is well known that special Kubo-Ando operator means admit divergence center interpretations, moreover, they are also mean squared error estimators for certain metrics on positive definite operators. In this paper we give a divergence center interpretation for every symmetric Kubo-Ando mean. This characterization of the symmetric means naturally leads to a definition of weighted and multivariate versions of a large class of symmetric Kubo-Ando means. We study elementary properties of these weighted multivariate means, and note in particular that in the special case of the geometric mean we recover the weighted A # H -mean introduced by Kim, Lawson, and Lim [9] .

Keywords: divergence center; kubo ando; symmetric kubo; weighted multivariate

Journal Title: Linear Algebra and its Applications
Year Published: 2021

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