Navid Aftabi

Feed-Forward Neural Networks as a Mixed-Integer Program

2024 · arXiv (Cornell University)

Deep neural networks (DNNs) are widely studied in various applications. A DNN consists of layers of neurons that compute affine combinations, apply nonlinear operations, and produce corresponding activations. The rectified linear unit (ReLU) is a …