The Relative Complexity of Maximum Likelihood Estimation, MAP Estimation, and Sampling.
Christopher ToshSanjoy DasguptaPublished in: COLT (2019)
Keyphrases
- maximum likelihood estimation
- map estimation
- maximum likelihood
- em algorithm
- maximum a posteriori
- expectation maximization
- parameter estimation
- markov random field
- mixture model
- maximum a posterior
- markov networks
- gaussian mixture model
- computational complexity
- probability distribution
- particle filter
- bayesian framework
- noisy images
- density function
- objective function
- three dimensional
- computer vision