Experimental Analysis of Locality Sensitive Hashing Techniques for High-Dimensional Approximate Nearest Neighbor Searches.
Omid JafariParth NagarkarPublished in: CoRR (2020)
Keyphrases
- approximate nearest neighbor
- locality sensitive hashing
- high dimensional
- nearest neighbor search
- similarity search
- nearest neighbor
- high dimensional spaces
- metric space
- low dimensional
- high dimensional data
- dimensionality reduction
- brute force
- k nearest neighbor
- feature space
- indexing techniques
- data points
- hash functions
- knn
- distance function
- hash table
- space efficient
- similarity measure
- multi dimensional
- dimensional data
- high dimensionality
- range queries
- computationally expensive
- neural network