Mathematical Programming Models for Exact and Interpretable Formulation of Neural Networks

Masoud Ataei, Edrin Hasaj, Jacob Gipp +1

This paper presents a unified mixed-integer programming framework for training sparse and interpretable neural networks. We develop exact formulations for both fully connected and…