Quantum tomography via compressed sensing: error bounds, sample complexity and efficient estimators

Intuitively, if a density operator has small rank, then it should be easier to estimate from experimental data, since in this case only a few eigenvectors need to be learned. We prove two complementary results that confirm this intuition. Firstly, we show that a low-rank density matrix can be estima...

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Bibliographic Details
Main Authors: Steven T Flammia, David Gross, Yi-Kai Liu, Jens Eisert
Format: Article
Language:English
Published: IOP Publishing 2012-01-01
Series:New Journal of Physics
Online Access:https://doi.org/10.1088/1367-2630/14/9/095022