Exploration vs. Exploitation in the Information Filtering Problem

Xiaoting Zhao, Peter I. Frazier

We consider information filtering, in which we face a stream of items too voluminous to process by hand (e.g., scientific articles, blog posts, emails), and must rely on a computer…