Improving Similarity Search with High-dimensional Locality-sensitive Hashing.
Jaiyam SharmaSaket NavlakhaPublished in: CoRR (2018)
Keyphrases
- similarity search
- locality sensitive hashing
- high dimensional
- metric space
- nearest neighbor search
- approximate similarity search
- hash functions
- approximate nearest neighbor search
- multimedia databases
- approximate nearest neighbor
- low dimensional
- vector space
- indexing techniques
- query processing
- knn
- high dimensional data
- distance function
- similarity measure
- dimensionality reduction
- similarity queries
- nearest neighbor
- distance computation
- similarity search in high dimensional
- r tree
- binary codes
- multi dimensional
- neural network
- high dimensional feature vectors
- data points
- feature vectors
- feature extraction
- kd tree
- databases
- database