LIT-LVM: Structured Regularization for Interaction Terms in Linear Predictors using Latent Variable Models

Mohammadreza Nemati, Zhipeng Huang, Kevin S. Xu

Some of the simplest, yet most frequently used predictors in statistics and machine learning use weighted linear combinations of features. Such linear predictors can model non-line…