RUM-NN: A Neural Network Model Compatible with Random Utility Maximisation for Discrete Choice Setups

Niousha Bagheri, Milad Ghasri, Michael Barlow

This paper introduces a framework for capturing stochasticity of choice probabilities in neural networks, derived from and fully consistent with the Random Utility Maximization (RU…