The Heterophilic Graph Learning Handbook: Benchmarks, Models, Theoretical Analysis, Applications and Challenges.
Sitao LuanChenqing HuaQincheng LuLiheng MaLirong WuXinyu WangMinkai XuXiao-Wen ChangDoina PrecupRex YingStan Z. LiJian TangGuy WolfStefanie JegelkaPublished in: CoRR (2024)
Keyphrases
- theoretical analysis
- learning algorithm
- reinforcement learning
- learning models
- learning tasks
- learning systems
- learning process
- latent variable models
- knowledge acquisition
- teaching mathematics
- active learning
- accurate models
- learned models
- structured prediction
- decision trees
- prior knowledge
- real world
- supervised learning
- probabilistic model
- structured data
- learning problems
- learning analytics
- cutting edge
- online learning
- graphical models