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Taming Uncertainty
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June, 2008
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Taming Uncertainty
Locality Sensitive Hashing (LSH) and Min Hash
Posted
over 4 years ago
by
sahilthaker
1
Comments
[Indyk-Motwani’98] Many distance related questions (nearest neighbor, closest x, ..) can be answered more efficiently by using locality sensitive hashing, where the main idea is that similar objects hash to the same bucket. LSH function:...
Taming Uncertainty
Set Similarity and Min Hash
Posted
over 4 years ago
by
sahilthaker
1
Comments
Given two sets S1, S2, find similarity(S1, S2) - based not hamming distance (not Euclidean). Jaccard Measure View sets at a bit-array. Indexes representing each possible element, and 1/0 representing presence/absence of the element in the set. Then Jaccard...
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