Strong consistency of the MLE under two-parameter Gamma mixture models with a structural scale parameter.
Mingxing HeJiahua ChenPublished in: Adv. Data Anal. Classif. (2022)
Keyphrases
- mixture model
- scale parameter
- maximum likelihood
- scale space
- cost function
- scale spaces
- gaussian mixture model
- em algorithm
- probabilistic model
- probability model
- regularization method
- density estimation
- generative model
- model selection
- data objects
- expectation maximization
- multiscale
- unsupervised learning
- language model
- mixture modeling
- bayesian networks
- similarity matrix
- cross validation
- dimensionality reduction
- computer vision