Strict separation of Minimax and Maximin lower bounds for vector Gaussian rate-distortion with trace distortion

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The vector Gaussian rate-distortion problem with variable side information under trace distortion, denoted \textscRDTr{\textsc{RDTr}}, is considered together with its Minimax and Maximin lower bounds. Strict-separation conjecture. There exists an instance of the \textscRDTr{\textsc{RDTr}} such that the Minimax lower bound is strictly greater than the Maximin lower bound, and hence greater than the Enhanced-Enhancement lower bound and the \textscELB{\textsc{ELB}}. The claim would show that the Minimax lower bound is genuinely stronger than the other listed lower bounds for at least one instance of the trace-distortion problem; the source does not state whether such an instance has been established.

References

Primary source

Sinem Unal and Aaron B. Wagner, “Vector Gaussian Rate-Distortion with Variable Side Information”, arXiv:1612.03455 (2016).

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