Vishal Kaushal

PRISM: A Rich Class of Parameterized Submodular Information Measures for Guided Data Subset Selection

With ever-increasing dataset sizes, subset selection techniques are becoming increasingly important for a plethora of tasks. It is often necessary to guide the subset selection to achieve certain desiderata, which includes focusing or targeting certain data points, while avoiding others. Examples of…