Bakry-\'Emery calculus for entropic curvature, new diameter estimates, and spectral gaps
In this paper, we propose a generalization of Bakry-\'Emery's calculus which allows us to formulate both Bakry-\'Emery and entropic curvature simultaneously. This formulation represents both curvatures as an integral of the Bochner formula against some measure. This leads to a natural...
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Zusammenfassung: | In this paper, we propose a generalization of Bakry-\'Emery's calculus which
allows us to formulate both Bakry-\'Emery and entropic curvature
simultaneously. This formulation represents both curvatures as an integral of
the Bochner formula against some measure. This leads to a natural optimality
criterion of measures, which we investigate in the Bakry-\'Emery setting.
Moreover, our approach leads also to a dimension parameter in the framework of
entropic curvature.
We also present gradient estimate applications, that is, diameter estimates
for Markov chains with strictly positive entropic curvature and a spectral gap
estimate. The latter implies non-existence of non-negatively curved expanders. |
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DOI: | 10.48550/arxiv.2312.09686 |