Calibrated Data-Dependent Constraints with Exact Satisfaction Guarantees

Songkai Xue, Yuekai Sun, Mikhail Yurochkin

We consider the task of training machine learning models with data-dependent constraints. Such constraints often arise as empirical versions of expected value constraints that enfo…