In this article we investigate randomized numerical algebra.

Unitarily Invariant Norm

What is a Unitarily Invariant Norm?

Schatten $p$-norms

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Nice lectures Randomized matrix computations: Themes and variations

Sketching

Nice blogs How accurate is sketch and solve