Efficient Parameter Estimation of Truncated Boolean Product Distributions.
Dimitris FotakisAlkis KalavasisChristos TzamosPublished in: CoRR (2020)
Keyphrases
- parameter estimation
- maximum likelihood
- markov random field
- least squares
- statistical models
- parameter estimation algorithm
- model selection
- em algorithm
- model fitting
- metropolis hastings algorithm
- approximate inference
- random fields
- posterior distribution
- expectation maximization
- parameter values
- higher order
- parameters estimation
- estimation problems
- gibbs sampling
- structure learning
- markov chain monte carlo
- inductive logic programming
- maximum likelihood estimation
- image segmentation
- first order logic
- probability distribution
- probabilistic model
- three dimensional