Gaussian Process Latent Class Choice Models

Georges Sfeir, Filipe Rodrigues, Maya Abou-Zeid

We present a Gaussian Process - Latent Class Choice Model (GP-LCCM) to integrate a non-parametric class of probabilistic machine learning within discrete choice models (DCMs). Gaus…