Similarity estimation techniques from rounding algorithms

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Summary

It is shown that rounding algorithms for LPs and SDPs used in the context of approximation algorithms can be viewed as locality sensitive hashing schemes for several interesting collections of objects.

Type
article
Published
2002-05-19
Cited by
2,823
References
43

Keywords

Rounding, Computer science, Similarity (geometry), Algorithm, Estimation

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