Can Learned Models Replace Hash Functions?
Ibrahim SabekKapil VaidyaDominik HornAndreas KipfMichael MitzenmacherTim KraskaPublished in: Proc. VLDB Endow. (2022)
Keyphrases
- hash functions
- learned models
- similarity search
- training data
- generative model
- locality sensitive
- hashing algorithm
- learning algorithm
- locality sensitive hashing
- hamming distance
- order preserving
- classification models
- secret key
- approximate similarity search
- nearest neighbor search
- block cipher
- image processing
- hamming space
- data distribution
- multi dimensional
- neural network
- probabilistic model
- pattern recognition
- stream cipher
- decision trees
- minimal perfect hash functions