In Defense of MinHash Over SimHash.

JMLR Workshop and Conference Proceedings, (2014): 886-894

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MinHash and SimHash are the two widely adopted Locality Sensitive Hashing (LSH) algorithms for large-scale data processing applications. Deciding which LSH to use for a particular problem at hand is an important question, which has no clear answer in the existing literature. In this study, we provide a theoretical answer (validated by exp...更多

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