Convex Latent Effect Logit Model via Sparse and Low-rank Decomposition

Hongyuan Zhan, Kamesh Madduri, Venkataraman Shankar

In this paper, we propose a convex formulation for learning logistic regression model (logit) with latent heterogeneous effect on sub-population. In transportation, logistic regres…