BloomGML: Graph Machine Learning through the Lens of Bilevel Optimization.
Amber Yijia ZhengTong HeYixuan QiuMinjie WangDavid WipfPublished in: CoRR (2024)
Keyphrases
- machine learning
- optimization algorithm
- global optimization
- connected components
- graph structure
- machine learning methods
- machine learning algorithms
- information extraction
- optimization approaches
- learning algorithm
- data mining
- random walk
- decision trees
- supervised learning
- graph representation
- graph theory
- learning problems
- artificial intelligence
- graph theoretic
- optimization process
- computer science
- model selection
- reinforcement learning
- optimization method
- inductive logic programming
- bipartite graph
- feature selection
- multi objective
- graph model
- knowledge representation
- semi supervised