Approximate Similarity Joins over Dense Vector Embeddings.
Douglas Rolins SantanaLeonardo Andrade RibeiroPublished in: SBBD (2023)
Keyphrases
- similarity join
- vector space
- distance computation
- metric space
- similarity search
- dimensionality reduction
- edit distance
- pattern recognition
- low dimensional
- distance measure
- distance function
- nearest neighbor
- similar objects
- uncertain data
- feature vectors
- high dimensional data
- multi dimensional
- knn
- query optimization
- euclidean distance
- similarity measure
- high dimensional
- k nearest neighbor
- join algorithms
- bloom filter
- object recognition