Musings II
Other approach: directly optimizing discriminant
- neural networks, maximal margin classifiers
An instance of restricted BOC is equivalent to one of the most successful of these …
… but also offers potential for extensions
- other types of density representations
- dealing with missing data
- incorporating prior knowledge
Hope: combine benefits of density estimation with high accuracy of direct discriminant learning