Sketching via hashing: from heavy hitters to compressed sensing to sparse fourier transform

Sketching via hashing is a popular and useful method for processing large data sets. Its basic idea is as follows. Suppose that we have a large multi-set of elements S=[formula], and we would like to identify the elements that occur "frequently" in S. The algorithm starts by selecting a ha...

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Bibliographic Details
Main Author: Indyk, Piotr (Contributor)
Other Authors: Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science (Contributor)
Format: Article
Language:English
Published: Association for Computing Machinery, 2014-05-09T14:38:23Z.
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