Browsing Faculty of Arts and Sciences by Keyword "frequency moments"
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Fast Moment Estimation in Data Streams in Optimal Space
(ACM, 2011)We give a space-optimal streaming algorithm with update time \(O(log^2(1/\epsilon)loglog(1/\epsilon))\) for approximating the pth frequency moment, 0 < p < 2, of a length-n vector updated in a data stream up to a factor ...