Preprint Open access
DePICT: Decision-Preserving Interface for Constrained Downstream Tasks
A constrained optimization problem may involve a parameter in its objective and active constraints, yet the final decision may remain insensitive to small changes in that parameter. This raises a fundamental question: which inputs does a decision making system truly depend on? Building on this question, we introduce De …