Fast Private Parameter Learning and Evaluation for Sum-Product Networks.
Ernst AlthausMohammad Sadeq DoustiStefan KramerPublished in: CoRR (2021)
Keyphrases
- parameter learning
- bayesian networks
- sum product
- statistical learning
- structure learning
- generative model
- conditional random fields
- em algorithm
- parameter estimation
- maximum likelihood
- social networks
- approximate inference
- hidden variables
- network structure
- message passing
- belief propagation
- reinforcement learning
- high quality