Efficient Parameter Estimation of Truncated Boolean Product Distributions.
Dimitris FotakisAlkis KalavasisChristos TzamosPublished in: COLT (2020)
Keyphrases
- parameter estimation
- least squares
- maximum likelihood
- markov random field
- em algorithm
- parameter estimation algorithm
- model selection
- random fields
- maximum likelihood estimation
- expectation maximization
- approximate inference
- model fitting
- posterior distribution
- statistical models
- parameters estimation
- maximum likelihood estimates
- machine learning
- metropolis hastings algorithm
- computer vision
- estimation problems
- higher order
- image segmentation
- image processing