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Thank you David Handelman. Do you know of additional structure besides symmetry of $\boldsymbol{A}$ that would lead to some connection between the two ?
@YoavKallus . Made an attempt following your outline, but I have trouble ruling out some of the possible cases and using the Lagrangian with the L1 norm.