Representing Knowledge Graphs with Gaussian Mixture Embedding.
Wenying FengDaren ZhaXiaobo GuoYao DongYuanye HePublished in: KSEM (2021)
Keyphrases
- gaussian mixture
- representing knowledge
- mixtures of gaussians
- knowledge representation
- relational structures
- em algorithm
- covariance matrix
- gaussian mixture model
- knowledge base
- expectation maximization
- logic programming
- closed form
- probability density function
- mixture model
- density estimation
- epistemic logic
- graphical models
- similarity search
- databases
- relational data
- higher order