A Unified Perspective on Regularization and Perturbation in Differentiable Subset Selection

Xiangqian Sun, Cheuk Hang Leung, Yijun Li, Qi Wu

Abstract: Subset selection, i.e., finding a bunch of items from a collection to achieve specific goals, has wide applications in information retrieval, statistics, and machine learning. To implement an end-t...