Michelle Seng Ah Lee

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 16

Top Topics

Development Lifecycle

Bias Variance Analysis

Top Venues

Publications

Kornel Lewicki, Michelle Seng Ah Lee, Jennifer Cobbe, Jatinder Singh
Out of Context: Investigating the Bias and Fairness Concerns of "Artificial Intelligence as a Service". CHI (2023)
Kornel Lewicki, Michelle Seng Ah Lee, Jennifer Cobbe, Jatinder Singh
Out of Context: Investigating the Bias and Fairness Concerns of "Artificial Intelligence as a Service". CoRR (2023)
Wesley Hanwen Deng, Manish Nagireddy, Michelle Seng Ah Lee, Jatinder Singh, Zhiwei Steven Wu, Kenneth Holstein, Haiyi Zhu
Exploring How Machine Learning Practitioners (Try To) Use Fairness Toolkits. FAccT (2022)
Wesley Hanwen Deng, Manish Nagireddy, Michelle Seng Ah Lee, Jatinder Singh, Zhiwei Steven Wu, Kenneth Holstein, Haiyi Zhu
Exploring How Machine Learning Practitioners (Try To) Use Fairness Toolkits. CoRR (2022)
Heleen Janssen, Michelle Seng Ah Lee, Jatinder Singh
Practical fundamental rights impact assessments. Int. J. Law Inf. Technol. 30 (2) (2022)
Ari Ball-Burack, Michelle Seng Ah Lee, Jennifer Cobbe, Jatinder Singh
Differential Tweetment: Mitigating Racial Dialect Bias in Harmful Tweet Detection. FAccT (2021)
Michelle Seng Ah Lee, Jatinder Singh
The Landscape and Gaps in Open Source Fairness Toolkits. CHI (2021)
Michelle Seng Ah Lee, Luciano Floridi, Jatinder Singh
Formalising trade-offs beyond algorithmic fairness: lessons from ethical philosophy and welfare economics. AI Ethics 1 (4) (2021)
Michelle Seng Ah Lee, Luciano Floridi
Algorithmic Fairness in Mortgage Lending: from Absolute Conditions to Relational Trade-offs. Minds Mach. 31 (1) (2021)
Jennifer Cobbe, Michelle Seng Ah Lee, Jatinder Singh
Reviewable Automated Decision-Making: A Framework for Accountable Algorithmic Systems. FAccT (2021)
Jennifer Cobbe, Michelle Seng Ah Lee, Jatinder Singh
Reviewable Automated Decision-Making: A Framework for Accountable Algorithmic Systems. CoRR (2021)
Michelle Seng Ah Lee, Jatinder Singh
Risk Identification Questionnaire for Detecting Unintended Bias in the Machine Learning Development Lifecycle. AIES (2021)
Seyyed Ahmad Javadi, Richard Cloete, Jennifer Cobbe, Michelle Seng Ah Lee, Jatinder Singh
Monitoring Misuse for Accountable 'Artificial Intelligence as a Service'. AIES (2020)
Seyyed Ahmad Javadi, Richard Cloete, Jennifer Cobbe, Michelle Seng Ah Lee, Jatinder Singh
Monitoring Misuse for Accountable 'Artificial Intelligence as a Service'. CoRR (2020)
Jennifer Cobbe, Michelle Seng Ah Lee, Heleen Janssen, Jatinder Singh
Centering the Law in the Digital State. Computer 53 (10) (2020)
Michelle Seng Ah Lee
Context-conscious fairness in using machine learning to make decisions. AI Matters 5 (2) (2019)