Repair Before Veto: Repair-Augmented Constraint Learning for Contextual Decisions 事件

PRODUCT_LAUNCH2026-06-02影响: MEDIUM

Repair Before Veto: Repair-Augmented Constraint Learning for Contextual Decisions arXiv:2606.02326v1 Announce Type: new Abstract: Hard constraints are usually treated as terminal vetoes: once a candidate violates a requirement, the learned rule rejects it and any repair is handled outside the decision semantics. This misses a common deployed regime in which the system already knows a finite menu of modifications, such as adding a ticket option, changing a configuration, or requesting an availab