Theoretical Analysis of Cross-Validation(CV)-EM Algorithm.
Takashi TakenouchiKazushi IkedaPublished in: ICANN (3) (2010)
Keyphrases
- em algorithm
- theoretical analysis
- cross validation
- grid search
- hyperparameters
- expectation maximization
- model selection
- maximum likelihood
- mixture model
- parameter estimation
- support vector
- generative model
- variable selection
- maximum likelihood estimation
- gaussian mixture
- training set
- expectation maximisation
- generalization error
- gaussian mixture model
- maximum a posteriori
- incomplete data
- log likelihood
- penalized likelihood
- gaussian process
- mixture modeling
- density estimation
- fold cross validation
- regression model
- least squares
- feature extraction
- computer vision