Efficient Parameter Estimation of Truncated Boolean Product Distributions.
Dimitris FotakisAlkis KalavasisChristos TzamosPublished in: Algorithmica (2022)
Keyphrases
- parameter estimation
- maximum likelihood
- model selection
- statistical models
- least squares
- em algorithm
- random fields
- parameter estimation algorithm
- markov random field
- parameter values
- expectation maximization
- posterior distribution
- approximate inference
- maximum likelihood estimation
- metropolis hastings algorithm
- model fitting
- probability distribution
- image processing
- maximum a posteriori
- bayesian networks
- markov chain monte carlo
- maximum likelihood estimates
- feature selection