Monotonicity conjecture for average singular values of Gaussian matrices
Monotonicity conjecture for average singular values of Gaussian matrices
Let and be the average singular value of a matrix with random i.i.d. real-valued and complex-valued entries, respectively, distributed as . Then, for all ,
This conjecture concerns the contrasting dimension dependence of the normalized average singular value in the complex and real Gaussian ensembles; the paper motivates it through numerical computations and asymptotic bounds, but does not establish the claimed monotonicity for all dimensions.
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Sources & referencesView supporting material
Primary source
Afonso S. Bandeira, Christopher Kennedy and Amit Singer, “Approximating the Little Grothendieck Problem over the Orthogonal and Unitary Groups”, arXiv:1308.5207 (2015).
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