Lamberti et al.'s metric conjecture for the quantum Jensen–Shannon divergence

Let Pd\mathbb{P}_d denote the cone of d×dd\times d positive definite matrices, and for X,YPdX,Y\in\mathbb{P}_d let QJSD(X,Y)\operatorname{QJSD}(X,Y) be the quantum Jensen–Shannon divergence.

Lamberti et al.'s conjecture. QJSD1/2\operatorname{QJSD}^{1/2} is a metric on Pd\mathbb{P}_d.

The conjecture asks whether the square root of the quantum Jensen–Shannon divergence satisfies the triangle inequality for general quantum states. The source reports that the question was open apart from parallel work that provides a proof, so its resolution should be checked against that work.

Sources & referencesView supporting material

Primary source

Suvrit Sra, “Metrics Induced by Jensen-Shannon and Related Divergences on Positive Definite Matrices”, arXiv:1911.02643 (2019).

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