papers
Publications (2)
cs.LG2021
Model Mis-specification and Algorithmic Bias
Runshan Fu, Yangfan Liang, Peter Zhang
Machine learning algorithms are increasingly used to inform critical decisions. There is a growing concern about bias, that algorithms may produce uneven outcomes for individuals i…
q-fin.GN2020
Crowd, Lending, Machine, and Bias
Runshan Fu, Yan Huang, Param Vir Singh
Big data and machine learning (ML) algorithms are key drivers of many fintech innovations. While it may be obvious that replacing humans with machine would increase efficiency, it…