Junhyeong Lee

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

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, which can be computationally expensive or deviate from the true objective. We show that, under s…