Michelle Seng Ah Lee

The Landscape and Gaps in Open Source Fairness Toolkits

Michelle Seng Ah Lee, Jat Singh · 2021 · 107 citations · Full text

Algorithmic Fairness in Mortgage Lending: from Absolute Conditions to Relational Trade-offs

Michelle Seng Ah Lee, Luciano Floridi · Minds and Machines · 2020 · 97 citations · Full text

Economics, Algorithmic Bias, Relational Trade-offs +9

Reviewable Automated Decision-Making

Jennifer Cobbe, Michelle Seng Ah Lee, Jatinder Singh · 2021 · 87 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +21

Exploring How Machine Learning Practitioners (Try To) Use Fairness Toolkits

Wesley Hanwen Deng, Manish Nagireddy, Michelle Seng Ah Lee et al. · 2022 ACM Conference on Fairness, Accountability, and Transparency · 2022 · 78 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

Formalising trade-offs beyond algorithmic fairness: lessons from ethical philosophy and welfare economics

Michelle Seng Ah Lee, Luciano Floridi, Jatinder Singh · AI and Ethics · 2021 · 66 citations · Full text