Generalized Reduced-Rank Regression with Homogeneity Pursuit

Ruipeng Dong, Ganggang Xu, Yongtao Guan

Homogeneity, low rank, and sparsity are three widely adopted assumptions in multi-response regression models to address the curse of dimensionality and improve estimation accuracy.…