FLOOD: A Flexible Invariant Learning Framework for Out-of-Distribution Generalization on Graphs.
Yang LiuXiang AoFuli FengYunshan MaKuan LiTat-Seng ChuaQing HePublished in: KDD (2023)
Keyphrases
- learning scheme
- learning algorithm
- main contribution
- lightweight
- learning process
- prior knowledge
- representational power
- dynamic bayesian networks
- decision trees
- learning frameworks
- distributed learning
- learning problems
- learning systems
- active learning
- reinforcement learning
- theoretical framework
- learning tasks
- bayesian framework
- knowledge acquisition
- online learning
- learning machines
- efficient learning
- probability distribution
- structural learning