Robust Linear Regression Analysis— A Greedy Approach
Robust Linear Regression Analysis— A Greedy Approach
The task of robust linear estimation in the presence of outliers is of particular importance in signal processing, statistics and machine learning. Although the problem has been stated a few decades ago and solved using classical (considered nowadays) methods, recently it has attracted more attention in the context of sparse …