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In this paper, we prove that the Paley graph conjecture implies that thePaley matrix has restricted isometry property (RIP) beating the square-rootbottleneck for the sparsity level. Moreover, we show that the RIP of the Paleymatrix implies an improved bound on the size of transitive subtournaments inthe Paley tournament.

On the restricted isometry property of the Paley matrix