Order Theory in the Context of Machine Learning

Eric Dolores-Cuenca, Aldo Guzman-Saenz, Sangil Kim +2

The paper ``Tropical Geometry of Deep Neural Networks'' by L. Zhang et al. introduces an equivalence between integer-valued neural networks (IVNN) with ${\text{ReLU}}_t$ and tropic…