Learning From Query-Answers: A Scalable Approach to Belief Updating and Parameter Learning.
Niccolò MeneghettiOliver KennedyWolfgang GatterbauerPublished in: ACM Trans. Database Syst. (2018)
Keyphrases
- parameter learning
- bayesian networks
- statistical learning
- belief updating
- structure learning
- learning algorithm
- approximate inference
- generative model
- maximum likelihood
- least squares
- active learning
- reinforcement learning
- em algorithm
- higher order
- parameter estimation
- query answering
- hidden variables
- knowledge base
- machine learning