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Von Neumann has a result (rather well-known in convex analysis circles) which states that every orthogonally invariant matrix norm (meaning $\| P M Q\| = \| M \|,$ for any orthogonal $P, Q$)) is a symmetric gauge of the singular values. This is a very nice and very useful result, for which the bi...