An Unbiased Estimator for Hamming LSH Blocking.
Dimitrios KarapiperisAris Gkoulalas-DivanisPublished in: ISC2 (2021)
Keyphrases
- unbiased estimator
- locality sensitive hashing
- hamming distance
- subspace information criterion
- generalization error
- approximate similarity search
- record linkage
- similarity search
- minimum variance
- distance measure
- low variance
- nearest neighbor
- hash functions
- brute force
- nearest neighbor search
- bag of words
- upper bound
- training data
- learning algorithm