Model-based feature selection for neural networks: A mixed-integer programming approach

Shudian Zhao, Calvin Tsay, Jan Kronqvist

In this work, we develop a novel input feature selection framework for ReLU-based deep neural networks (DNNs), which builds upon a mixed-integer optimization approach. While the me…