SLAPS: Self-Supervision Improves Structure Learning for Graph Neural Networks.
Bahare FatemiLayla El AsriSeyed Mehran KazemiPublished in: CoRR (2021)
Keyphrases
- structure learning
- neural network
- graphical models
- bayesian networks
- graph structure
- conditional independence
- markov logic networks
- bayesian network structure learning
- parameter learning
- transfer learning
- bayesian network classifiers
- parameter estimation
- random walk
- sample size
- graph theory
- markov networks
- structure learning algorithm
- graph theoretic
- network structure
- structural learning
- belief propagation
- random variables
- fuzzy neural network
- fuzzy logic
- maximum likelihood
- knn
- hidden markov models
- training data
- machine learning