Distributed Parameter Estimation via Pseudo-likelihood .
Qiang LiuAlexander T. IhlerPublished in: ICML (2012)
Keyphrases
- parameter estimation
- random fields
- pseudo likelihood
- maximum likelihood
- markov random field
- markov chain monte carlo
- model selection
- least squares
- parameter estimation algorithm
- markov networks
- em algorithm
- approximate inference
- probabilistic graphical models
- posterior distribution
- maximum likelihood estimation
- expectation maximization
- structure learning
- graphical models
- sample size
- parameter learning
- exact inference
- probability distribution