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math.ST2024

On The Variance of Schatten -Norm Estimation with Gaussian Sketching Matrices

Lior Horesh, Vasileios Kalantzis, Yingdong Lu +1

Monte Carlo matrix trace estimation is a popular randomized technique to estimate the trace of implicitly-defined matrices via averaging quadratic forms across several observations…