Estimation of discrete choice models with hybrid stochastic adaptive batch size algorithms

G Lederrey, V Lurkin, T Hillel, M Bierlaire - Journal of choice modelling, 2021 - Elsevier
Abstract The emergence of Big Data has enabled new research perspectives in the discrete
choice community. While the techniques to estimate Machine Learning models on a massive …

[PDF][PDF] HAMABS: Estimation of Discrete Choice Models with Hybrid Stochastic Adaptive Batch Size Algorithms

G Lederrey, V Lurkin, T Hillel, M Bierlaire - TRANSP-OR, 2019 - transp-or.epfl.ch
Abstract The emergence of Big Data opened research to new perspectives for the discrete
choice community. While the Machine Learning (ML) community has been thriving in finding …