cs.LG

Decision-Focused Learning via Tangent-Space Projection of Prediction Error

arXiv:2605.01361v1 Announce Type: new
Abstract: Decision-Focused Learning (DFL) trains predictors to improve downstream decision quality, but computing regret gradients typically requires differentiating through solvers or relying on surrogate losses,…