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Statistical Leverage and Improved Matrix Algorithms
Published on 2009-08-265640 Views
Given an m x n matrix A and a rank parameter k, define the leverage of the i-th row of A to be the i-th diagonal element of the projection matrix onto the span of the top k left singular vectors of A.