Bo Zeng

Integrating Data Cleaning and Robustification: A Study on Linear Regression

In this study, we propose a general framework that integrates both optimistic and pessimistic optimization approaches in solving the regression problem to address outlier cleaning and robustification in a unified fashion. Although data cleaning aims to down-weight the outliers, r...