Smooth Tradeoffs between Insert and Query Complexity in Nearest Neighbor Search.
Michael KapralovPublished in: PODS (2015)
Keyphrases
- nearest neighbor search
- query complexity
- nearest neighbor
- data complexity
- high dimensional
- membership queries
- image retrieval
- exhaustive search
- similarity search
- feature space
- exact learning
- search methods
- road network
- concept class
- index structure
- expressive power
- query evaluation
- cost model
- lower bound
- pac learning
- genetic algorithm
- data model
- similarity measure
- vc dimension
- search space
- query answering
- data sets
- multi dimensional
- dimensionality reduction
- query processing
- dynamic programming