3 citations · 3 across the 1 of their papers we have counts for
2 papers
cs.LG2021★ 3 cited
Discrete Choice Analysis with Machine Learning Capabilities
Youssef M. Aboutaleb, Mazen Danaf, Yifei Xie +1
This paper discusses capabilities that are essential to models applied in policy analysis settings and the limitations of direct applications of off-the-shelf machine learning meth…
stat.ME2020
Sparse Covariance Estimation in Logit Mixture Models
Youssef M Aboutaleb, Mazen Danaf, Yifei Xie +1
This paper introduces a new data-driven methodology for estimating sparse covariance matrices of the random coefficients in logit mixture models. Researchers typically specify cova…