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It also discusses a number of variants of these problems. by David P. Woodruff. 1: Introduction 2: Subspace Embeddings and Least Squares Regression 3: Least Absolute Deviation Regression 4: Low Rank Approximation 5: Graph Sparsification 6: Sketching Lower Bounds for Linear Algebra 7: Open Problems.
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