Generalized Precision Matrix for Scalable Estimation of Nonparametric Markov Networks.
Yujia ZhengIgnavier NgYewen FanKun ZhangPublished in: CoRR (2023)
Keyphrases
- markov networks
- graphical models
- maximum likelihood
- probabilistic graphical models
- probabilistic model
- first order logic
- maximum margin
- bayesian inference
- markov logic networks
- belief propagation
- bayesian networks
- density estimation
- parameter estimation
- conditional random fields
- hidden variables
- posterior probability
- markov random field
- document classification
- higher order
- conditional probabilities
- inductive logic programming
- knowledge base
- machine learning
- artificial intelligence
- social networks
- knowledge representation
- em algorithm