Conditional Graph Information Bottleneck for Molecular Relational Learning.
Namkyeong LeeDongmin HyunGyoung S. NaSungwon KimJunseok LeeChanyoung ParkPublished in: CoRR (2023)
Keyphrases
- information bottleneck
- relational learning
- statistical relational learning
- relational data
- inductive logic programming
- multi relational
- information extraction
- structured data
- information theoretic
- learning problems
- probabilistic logic
- gaussian processes
- graphical models
- phase transition
- random walk
- knowledge representation
- first order logic
- markov logic networks
- conditional probabilities
- machine learning
- probabilistic reasoning
- bayesian networks
- knowledge base
- learning algorithm