ABCinML: Anticipatory Bias Correction in Machine Learning Applications
- Abdulaziz A. Almuzaini
- Chidansh A. Bhatt
- et al.
- 2022
- FAccT 2022
Conference paper
Publications
94 results for Responsible Technology
Assessing Pain Research: A Narrative Review of Emerging Pain Methods, Their Technosocial Implications, and Opportunities for Multidisciplinary Approaches
- Sara E. Berger
- Alexis T. Baria
- 2022
- Front. Pain Res.
Review‘SIGuiendo’ Each Other Steps
- Heloisa Caroline de Souza Pereira Candello
- Adriana Vivacqua
- et al.
- 2022
- CHI 2022
Short paperBringing “conscious” access to micro-credit by enhancing non-traditional financial practices with AI in the Global South
- Heloisa Caroline de Souza Pereira Candello
- Marcelo Carpinette Grave
- et al.
- 2021
- NeurIPS 2021
Workshop paperDoes enforcing fairness mitigate biases caused by subpopulation shift?
- Subha Maity
- Debarghya Mukherjee
- et al.
- 2021
- NeurIPS 2021
Conference paperPost-processing for Individual Fairness
- Felix Petersen
- Debarghya Mukherjee
- et al.
- 2021
- NeurIPS 2021
Conference paperDiscovering Associations between Social Determinants and Health Outcomes: Merging Knowledge Graphs from Literature and Electronic Health Data
- Yoonyoung Park
- Natasha Mulligan
- et al.
- 2021
- AMIA Annual Symposium 2021
Conference paperFedDR -- Randomized Douglas-Rachford Splitting Algorithms for Nonconvex Federated Composite Optimization
- Quoc Tran-Dinh
- Nhan Pham
- et al.
- 2021
- NeurIPS 2021
Conference paperStatistical inference for individual fairness
- Subha Maity
- Songkai Xue
- et al.
- 2021
- ICLR 2021
Conference paperComparison of Methods to Reduce Bias from Clinical Prediction Models of Postpartum Depression
- Yoonyoung Park
- Jianying Hu
- et al.
- 2021
- JAMA network open
Paper