Does enforcing fairness mitigate biases caused by subpopulation shift?
- Subha Maity
- Debarghya Mukherjee
- et al.
- 2021
- NeurIPS 2021
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60 results for Responsible Technology
Post-processing for Individual Fairness
- Felix Petersen
- Debarghya Mukherjee
- et al.
- 2021
- NeurIPS 2021
Discovering 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
FedDR -- Randomized Douglas-Rachford Splitting Algorithms for Nonconvex Federated Composite Optimization
- Quoc Tran-Dinh
- Nhan Pham
- et al.
- 2021
- NeurIPS 2021
Statistical inference for individual fairness
- Subha Maity
- Songkai Xue
- et al.
- 2021
- ICLR 2021
Comparison of Methods to Reduce Bias from Clinical Prediction Models of Postpartum Depression
- Yoonyoung Park
- Jianying Hu
- et al.
- 2021
- JAMA network open
Connecting Underrepresented Minorities and Qualified Job Positions Using Online Data
- Maysa Malfiza Garcia de Macedo
- Marisa Affonso Vasconcelos
- et al.
- 2021
- AAAI 2021
Bias in Clinical Risk Prediction Models: Challenges in Application to Observational Health Data
- Yoonyoung Park
- Moninder Singh
- et al.
- 2021
- AAAI 2021
Algorithmic Selection of Patients for Case Management: Alternative Proxies to Healthcare Costs
- 2021
- AAAI 2021
Quantitative language features identify placebo responders in chronic back pain
- Sara E. Berger
- Paulo Branco
- et al.
- 2021
- Pain