RUMBoost: Gradient Boosted Random Utility Models

Nicolas Salvadé, Tim Hillel

This paper introduces the RUMBoost model, a novel discrete choice modelling approach that combines the interpretability and behavioural robustness of Random Utility Models (RUMs) w…