Jacobian Rank Collapse in Decision-Focused Learning

Aojie Yuan, Haiyue Zhang, Zijian Su

Decision-focused learning (DFL) trains predictors through downstream objectives, but a different loss need not provide an independent parameter-update direction. We characterize th…