Enriching Neural Network Training Dataset to Improve Worst-Case Performance Guarantees

Rahul Nellikkath, Spyros Chatzivasileiadis

Machine learning algorithms, especially Neural Networks (NNs), are a valuable tool used to approximate non-linear relationships, like the AC-Optimal Power Flow (AC-OPF), with consi…