Similarity search on neighbor's graphs with automatic Pareto optimal performance and minimum expected quality setups based on hyperparameter optimization.
Eric Sadit TellezGuillermo RuizPublished in: CoRR (2022)
Keyphrases
- similarity search
- pareto optimal
- multiple objectives
- multi objective
- metric space
- graph databases
- high dimensional
- distance function
- query processing
- similarity measure
- similarity searching
- knn
- optimization algorithm
- similarity queries
- multi objective optimization
- multiobjective optimization
- efficient similarity search
- nsga ii
- spanning tree
- approximate similarity search
- high dimensional data
- nash equilibrium
- indexing techniques
- hash functions
- cross view
- metric access methods
- graph matching
- nearest neighbor
- optimal solution
- databases
- combinatorial optimization
- multi objective evolutionary algorithms
- resource allocation
- graph embedding
- optimization problems
- semi supervised
- neural network