Automating Nearest Neighbor Search Configuration with Constrained Optimization.
Philip SunRuiqi GuoSanjiv KumarPublished in: ICLR (2023)
Keyphrases
- constrained optimization
- nearest neighbor search
- nearest neighbor
- sequential search
- high dimensional
- constrained optimization problems
- similarity search
- constraint handling
- objective function
- cost model
- feature space
- image retrieval
- memory based learning
- index structure
- penalty function
- unconstrained optimization
- search methods
- exhaustive search
- hash functions
- metric space
- lagrange multipliers
- road network
- knn
- data points
- machine learning
- high dimensional data
- management system
- database systems