Estimating the mixing proportion in a semiparametric mixture model.
Seongjoo SongDan L. NicolaeJongwoo SongPublished in: Comput. Stat. Data Anal. (2010)
Keyphrases
- mixture model
- semi parametric
- density estimation
- em algorithm
- gaussian mixture model
- generative model
- probabilistic model
- expectation maximization
- model selection
- language model
- maximum likelihood
- least squares
- unsupervised learning
- constrained optimization
- probability density function
- neural network
- probabilistic mixture model
- statistical inference
- regression model
- high dimensional
- computer vision
- machine learning