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20112023
most citedA More Powerful Two-Sample Test in High Dimensions using Random Projection

49 citations · 103 across the 19 of their papers we have counts for

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stat.ML2023★ 1 cited

Error Estimation for Random Fourier Features

Junwen Yao, N. Benjamin Erichson, Miles E. Lopes

Random Fourier Features (RFF) is among the most popular and broadly applicable approaches for scaling up kernel methods. In essence, RFF allows the user to avoid costly computation…

math.NA2023★ 17 cited

Randomized Numerical Linear Algebra : A Perspective on the Field With an Eye to Software

Riley Murray, James Demmel, Michael W. Mahoney +10

Randomized numerical linear algebra - RandNLA, for short - concerns the use of randomization as a resource to develop improved algorithms for large-scale linear algebra computation…