How to Turn Your Knowledge Graph Embeddings into Generative Models via Probabilistic Circuits.
Lorenzo LoconteNicola Di MauroRobert PeharzAntonio VergariPublished in: CoRR (2023)
Keyphrases
- generative model
- probabilistic model
- prior knowledge
- discriminative learning
- maximum entropy principle
- posterior probability
- conditional random fields
- mixture model
- em algorithm
- representational power
- semi supervised
- hidden variables
- topic models
- bayesian networks
- latent dirichlet allocation
- expectation maximization
- low dimensional
- discriminative methods
- generative and discriminative models
- object detection
- object categories
- image features
- latent space
- discriminative models
- information extraction
- hierarchical hidden markov models