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Low Rank Approximation and Regression in Input Sparsity Time

Low Rank Approximation and Regression in Input Sparsity Time. David Woodruff IBM Almaden Joint work with Ken Clarkson (IBM Almaden). Talk Outline. Least-Squares Regression Known Results Our Results Low-Rank Approximation Known Results Our Results Experiments. Least-Squares Regression.

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Low Rank Approximation and Regression in Input Sparsity Time