Relaxation of the EM algorithm via quantum annealing.
Hideyuki MiyaharaKoji TsumuraPublished in: ACC (2016)
Keyphrases
- em algorithm
- expectation maximization
- mixture model
- maximum likelihood
- maximum likelihood estimation
- simulated annealing
- parameter estimation
- gaussian mixture model
- likelihood function
- generative model
- expectation maximisation
- model based clustering
- likelihood maximization
- incomplete data
- probability density function
- gaussian mixture
- image processing
- objective function
- log likelihood
- mixture modeling
- density estimation
- hidden variables
- parameter learning
- gibbs sampling
- maximum a posteriori
- multi modal
- probabilistic model
- bayesian networks