Conformal Mixed-Integer Constraint Learning with Feasibility Guarantees

TL;DR

We propose Conformal Mixed-Integer Constraint Learning (C-MICL), a novel framework that provides probabilistic feasibility guarantees for data-driven constraints in optimization problems…

Opening excerpt from the authors’ abstract. source