Sharp Guarantees and Optimal Performance for Inference in Binary and Gaussian-Mixture Models.
Hossein TaheriRamtin PedarsaniChristos ThrampoulidisPublished in: Entropy (2021)
Keyphrases
- gaussian mixture model
- variational bayes
- mixture model
- em algorithm
- speaker recognition
- expectation maximization
- feature vectors
- gaussian mixture
- speaker identification
- probability density function
- density estimation
- gaussian distribution
- finite mixtures
- bayesian inference
- hyperparameters
- bayesian networks
- maximum likelihood
- maximum likelihood criterion