Which Directions Matter? Sparse Design for Affine Robust Optimization

Pedro Chumpitaz-Flores, My Duong, Juan S. Borrero +1

Robust machine learning and optimization rely on the uncertainty model choice. We investigate which uncertainty directions a model must cover when defined by a finite dictionary an…