PPT Slide
Feature Selection in Generative Models
Feature selection is not limited to SVMs.
Applies to discriminative Generative Model Estimation as well.
But, tractable computation sometimes needs approximations.
Example: 2-class Gaussian distributions (only vary means)
Discriminant Function (tractable in this case):