SLAPS: Self-Supervision Improves Structure Learning for Graph Neural Networks.
Bahare FatemiLayla El AsriSeyed Mehran KazemiPublished in: NeurIPS (2021)
Keyphrases
- structure learning
- neural network
- graphical models
- bayesian networks
- conditional independence
- bayesian network structure learning
- graph structure
- parameter learning
- transfer learning
- markov logic networks
- markov networks
- bayesian network classifiers
- directed acyclic graph
- graph theory
- fuzzy logic
- sample size
- network structure
- graph theoretic
- structure learning algorithm
- directed graph
- parameter estimation
- probabilistic model
- active learning
- image segmentation
- undirected graph
- belief propagation
- probability distribution