Andrews, Jerone T. A.
- Ethical Considerations for Responsible Data Curation
2023/02/07 by Andrews, Jerone T. A., Zhao, Dora, Thong, William +3 · 4 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Position: Measure Dataset Diversity, Don't Just Claim It
2024/07/11 by Dora Zhao, Jerone T. A. Andrews, Zhao, Dora +5 · 1 voice · 5 citations
Business, Management and Accounting · Computer Science · #Big Data and Business Intelligence #Data Analysis with R #cs.CY #cs.LG
- Men Also Do Laundry: Multi-Attribute Bias Amplification
2022/10/21 by Zhao, Dora, Andrews, Jerone T. A., Xiang, Alice · 3 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Resampled Datasets Are Not Enough: Mitigating Societal Bias Beyond Single Attributes
2024/07/04 by Yusuke Hirota, Hirota, Yusuke, Jerone T. A. Andrew +11 · 3 citations
Social Sciences · #Computational and Text Analysis Methods #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Qualitative Comparative Analysis Research
- Efficient Bias Mitigation Without Privileged Information
2024/09/26 by Mateo Espinosa Zarlenga, Swami Sankaranarayanan, Zarlenga, Mateo Espinosa +9 · 2 citations
Decision Sciences · Economics, Econometrics and Finance · #Auction Theory and Applications #Law, Economics, and Judicial Systems
- A Taxonomy of Challenges to Curating Fair Datasets
2024/06/10 by Zhao, Dora, Scheuerman, Morgan Klaus, Chitre, Pooja +5 · 1 citation
#Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)