Jerone T. A. Andrews

1. Position: Measure Dataset Diversity, Don't Just Claim It
   2024/07/11 by Dora Zhao, Zhao, Dora, Jerone T. A. Andrews +5 · 1 voice · 7 citations
   Business, Management and Accounting · Computer Science · #Big Data and Business Intelligence #Data Analysis with R #cs.CY #cs.LG
2. Images Speak Louder than Words: Understanding and Mitigating Bias in Vision-Language Model from a Causal Mediation Perspective
   2024/07/03 by Zhaotian Weng, Zijun Gao, Weng, Zhaotian +5 · 7 citations
   Psychology · #Categorization, perception, and language
3. Efficient Bias Mitigation Without Privileged Information
   2024/09/26 by Mateo Espinosa Zarlenga, Swami Sankaranarayanan, Zarlenga, Mateo Espinosa +9 · 3 citations
   Decision Sciences · Economics, Econometrics and Finance · #Auction Theory and Applications #Law, Economics, and Judicial Systems
4. A Taxonomy of Challenges to Curating Fair Datasets
   2024/06/10 by Dora Zhao, Morgan Klaus Scheuerman, Zhao, Dora +13 · 1 citation
   Computer Science · Medicine · Social Sciences · #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #Ethics in Clinical Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data