Speeding-up ProbLog's Parameter Learning.
Francisco H. O. V. de FariaArthur C. GusmãoFábio Gagliardi CozmanDenis Deratani MauáPublished in: CoRR (2017)
Keyphrases
- parameter learning
- approximate inference
- bayesian networks
- structure learning
- conditional random fields
- statistical learning
- graphical models
- maximum likelihood
- generative model
- parameter estimation
- em algorithm
- markov random field
- belief propagation
- probabilistic inference
- expectation maximization
- message passing
- gaussian process
- latent variables
- hidden variables
- probabilistic model
- image processing
- information retrieval
- collaborative filtering
- pairwise
- feature selection