Leonardo Lozano

Optimizing over an Ensemble of Trained Neural Networks

2023 · INFORMS journal on computing

We study optimization problems where the objective function is modeled through feedforward neural networks with rectified linear unit (ReLU) activation. Recent literature has explored the use of a single neural network to model either uncertain …