{ "id": "1705.04825", "version": "v1", "published": "2017-05-13T13:41:16.000Z", "updated": "2017-05-13T13:41:16.000Z", "title": "Geometric mean flows and the Cartan barycenter on the Wasserstein space over positive definite matrices", "authors": [ "Fumio Hiai", "Yongdo Lim" ], "comment": "14 pages", "categories": [ "math.FA" ], "abstract": "We introduce a class of flows on the Wasserstein space of probability measures with finite first moment on the Cartan-Hadamard Riemannian manifold of positive definite matrices, and consider the problem of differentiability of the corresponding Cartan barycentric trajectory. As a consequence we have a version of Lie-Trotter formula and a related unitarily invariant norm inequality. Furthermore, a fixed point theorem related to the Karcher equation and the Cartan barycentric trajectory is also presented as an application.", "revisions": [ { "version": "v1", "updated": "2017-05-13T13:41:16.000Z" } ], "analyses": { "subjects": [ "15A42", "47A64", "47B65", "47L07" ], "keywords": [ "positive definite matrices", "geometric mean flows", "wasserstein space", "cartan barycenter", "unitarily invariant norm inequality" ], "note": { "typesetting": "TeX", "pages": 14, "language": "en", "license": "arXiv", "status": "editable" } } }