mPOLICE generalizes POLICE to enforce exact affine output constraints inside multiple disjoint convex regions of a ReLU network's input by giving each region its own activation pattern.
Police : Provably optimal linear constraint enforcement for deep neural networks
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mPOLICE: Provable Enforcement of Multi-Region Affine Constraints in Deep Neural Networks
mPOLICE generalizes POLICE to enforce exact affine output constraints inside multiple disjoint convex regions of a ReLU network's input by giving each region its own activation pattern.