Conditional Graph Information Bottleneck for Molecular Relational Learning.
Namkyeong LeeDongmin HyunGyoung S. NaSungwon KimJunseok LeeChanyoung ParkPublished in: ICML (2023)
Keyphrases
- information bottleneck
- relational learning
- statistical relational learning
- inductive logic programming
- relational data
- multi relational
- information extraction
- information theoretic
- structured data
- phase transition
- random walk
- learning problems
- mutual information
- probabilistic logic
- logic programs
- relational databases
- learning algorithm
- machine learning
- social network analysis
- database
- probabilistic model
- gaussian processes
- markov networks
- pairwise