Graph Machine Learning through the Lens of Bilevel Optimization.
Amber Yijia ZhengTong HeYixuan QiuMinjie WangDavid WipfPublished in: AISTATS (2024)
Keyphrases
- machine learning
- optimization algorithm
- graph theory
- active learning
- graph model
- global optimization
- linear programming
- optimization problems
- structured data
- decision trees
- learning algorithm
- constrained optimization
- directed graph
- machine learning methods
- pattern recognition
- learning systems
- random walk
- computational intelligence
- optimization methods
- bipartite graph
- weighted graph
- reinforcement learning
- graph representation
- convex programming
- learning tasks
- computer science
- inductive logic programming
- graph structure
- feature selection