A simulated annealing version of the EM algorithm for non-Gaussian deconvolution.
Marc LavielleEric MoulinesPublished in: Stat. Comput. (1997)
Keyphrases
- em algorithm
- simulated annealing
- expectation maximization
- mixture model
- maximum likelihood
- parameter estimation
- generative model
- maximum likelihood estimation
- gaussian mixture model
- genetic algorithm
- gaussian distribution
- gaussian mixture
- maximum a posteriori
- expectation maximisation
- evolutionary algorithm
- least squares
- likelihood function
- probability density function
- hyperparameters
- denoising
- log likelihood
- likelihood maximization
- density estimation
- finite mixture model
- penalized likelihood
- probabilistic principal component analysis
- hidden variables
- hidden markov models
- multi modal
- mixture distribution
- latent dirichlet