Decision-focused Graph Neural Networks for Graph Learning and Optimization.
Yang LiuChuan ZhouPeng ZhangShuai ZhangXiaoou ZhangZhao LiHongyang ChenPublished in: ICDM (2023)
Keyphrases
- neural network
- learning algorithm
- graph representation
- learning process
- random walk
- graph structure
- neural nets
- learning systems
- knowledge acquisition
- directed graph
- pattern recognition
- online learning
- making decisions
- active learning
- structured data
- artificial neural networks
- learning problems
- graph theoretic
- graph theory
- fully connected
- decision rules
- learning capabilities
- graph based algorithm
- weighted graph
- bipartite graph
- feed forward
- optimization problems
- reinforcement learning
- machine learning