Similarity Search for Efficient Active Learning and Search of Rare Concepts.
Cody ColemanEdward ChouJulian Katz-SamuelsSean CulatanaPeter BailisAlexander C. BergRobert D. NowakRoshan SumbalyMatei ZahariaI. Zeki YalnizPublished in: AAAI (2022)
Keyphrases
- similarity search
- efficient search
- indexing structure
- similarity searching
- efficient indexing
- active learning
- indexing techniques
- content based multimedia retrieval
- metric space
- distance computation
- distance function
- nearest neighbor queries
- multimedia databases
- high dimensional
- nearest neighbor search
- uncertain trajectories
- efficient similarity search
- high dimensional data
- similarity measure
- metric access methods
- query processing
- similarity search in metric spaces
- similarity queries
- approximate nearest neighbor search
- approximate similarity search
- r tree
- search algorithm
- knn
- false dismissal
- query refinement
- return a ranked list
- distance calculation
- ranked retrieval
- sequence databases
- exact match
- machine learning
- content based retrieval
- space partitioning
- similarity retrieval
- indexing method
- b tree
- nearest neighbor
- semi supervised
- learning algorithm