高级算法 (Fall 2017)/Hashing and Sketching
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Contents
1
Count Distinct Elements
1.1
An estimator by hashing
1.2
Flajolet-Martin algorithm
2
Set Membership
2.1
Perfect hashing
2.1.1
FKS perfect hashing
2.2
Approximate set membership
2.2.1
Bloom filter
3
Frequency Estimation
3.1
Count-min sketch
Count Distinct Elements
An estimator by hashing
Flajolet-Martin algorithm
Set Membership
Perfect hashing
FKS perfect hashing
Approximate set membership
Bloom filter
Frequency Estimation
Count-min sketch
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