Penalized Fair Regression for Multiple Groups in Chronic Kidney Disease

Carter H. Nakamoto, Lucia Lushi Chen, Agata Foryciarz +1

Fair regression methods have the potential to mitigate societal bias concerns in health care, but there has been little work on penalized fair regression when multiple groups exper…