Local Violation Certification for Linear Predict-Then-Optimize Pipelines

Ş. İlker Birbil, Wenhao Chi

Data-driven decision pipelines combining predictive machine learning models with downstream optimization software are increasingly used to make high-stakes operational decisions. C…