SLSE-FRS solves least squares through increasingly larger random sketches, reaching exact least-squares accuracy at roughly linear cost.
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Sequential Least-Squares Estimators with Fast Randomized Sketching for Linear Statistical Models
SLSE-FRS solves least squares through increasingly larger random sketches, reaching exact least-squares accuracy at roughly linear cost.