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• W1992065791 abstract "We study (constrained) least-squares regression as well as multiple response least-squares regression and ask the question of whether a subset of the data, a coreset, suffices to compute a good approximate solution to the regression. We give deterministic, low order polynomial-time algorithms to construct such coresets with approximation guarantees, together with lower bounds indicating that there is not much room for improvement upon our results." @default.
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• W1992065791 date "2013-10-01" @default.
• W1992065791 modified "2023-09-26" @default.
• W1992065791 title "Near-Optimal Coresets for Least-Squares Regression" @default.
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• W1992065791 doi "https://doi.org/10.1109/tit.2013.2272457" @default.
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