Instance-wise algorithm configuration with graph neural networks.
Romeo ValentinClaudio FerrariJérémy ScheurerAndisheh AmrollahiChris WendlerMax B. PaulusPublished in: CoRR (2022)
Keyphrases
- neural network
- learning algorithm
- optimization algorithm
- preprocessing
- np hard
- objective function
- graph structure
- cost function
- detection algorithm
- graph model
- graph based algorithm
- matching algorithm
- tree structure
- clustering method
- expectation maximization
- probabilistic model
- computational cost
- dynamic programming
- evolutionary algorithm
- optimal solution
- ant colony optimization
- significant improvement
- neural network model
- search space
- similarity measure