Reweighting Improves Conditional Risk Bounds

Yikai Zhang, Jiahe Lin, Fengpei Li +4

In this work, we study the weighted empirical risk minimization (weighted ERM) schema, in which an additional data-dependent weight function is incorporated when the empirical risk…