Learning Mixtures of Submodular Shells with Application to Document Summarization

Hui Lin, Jeff A. Bilmes

We introduce a method to learn a mixture of submodular "shells" in a large-margin setting. A submodular shell is an abstract submodular function that can be instantiated with a gro…