Bringing “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
Publications
91 results for Responsible Technology
Does enforcing fairness mitigate biases caused by subpopulation shift?
- Subha Maity
- Debarghya Mukherjee
- et al.
- 2021
- NeurIPS 2021
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