$l_1$-regularized Outlier Isolation and Regression

Sheng Han, Suzhen Wang, Xinyu Wu

This paper proposed a new regression model called $l_1$-regularized outlier isolation and regression (LOIRE) and a fast algorithm based on block coordinate descent to solve this mo…