Start Small, Think Big: On Hyperparameter Optimization for Large-Scale Knowledge Graph Embeddings.
Adrian KochsiekFritz NieselRainer GemullaPublished in: ECML/PKDD (2) (2022)
Keyphrases
- knowledge management
- domain knowledge
- small scale
- small number
- expert systems
- graph structure
- graph model
- knowledge base
- prior knowledge
- real world
- knowledge acquisition
- data mining techniques
- graph representation
- directed acyclic graph
- graph theory
- directed graph
- knowledge sharing
- optimization algorithm
- knowledge based systems
- optimization problems
- genetic algorithm
- machine learning
- data mining