Submodular meets Structured: Finding Diverse Subsets in Exponentially-Large Structured Item Sets

Adarsh Prasad, Stefanie Jegelka, Dhruv Batra

To cope with the high level of ambiguity faced in domains such as Computer Vision or Natural Language processing, robust prediction methods often search for a diverse set of high-q…