Automating Nearest Neighbor Search Configuration with Constrained Optimization.
Philip SunRuiqi GuoSanjiv KumarPublished in: CoRR (2023)
Keyphrases
- constrained optimization
- nearest neighbor search
- nearest neighbor
- sequential search
- high dimensional
- constrained optimization problems
- feature space
- memory based learning
- unconstrained optimization
- image retrieval
- penalty function
- objective function
- search methods
- constraint handling
- cost model
- similarity search
- exhaustive search
- index structure
- metric space
- hash functions
- penalty functions
- road network
- cost function
- machine learning
- optimization problems
- simulated annealing
- feature extraction
- image sequences