Publications

102 results for Fairness, Accountability, Transparency

Individually Fair Rankings
- - Amanda Bower
  - Hamid Eftekhari
  - et al.
- 2021
- ICLR 2021
Fair Mixup: Fairness via Interpolation
- - Ching-Yao chuang
  - Youssef Mroueh
- 2021
- ICLR 2021
Statistical inference for individual fairness
- - Subha Maity
  - Songkai Xue
  - et al.
- 2021
- ICLR 2021
Individually Fair Gradient Boosting
- - Alexander Vargo
  - Fan Zhang
  - et al.
- 2021
- ICLR 2021
Engineering Fair Machine Learning Pipelines
- - Martin Hirzel
  - Kiran Kate
  - 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
Making Business Partner Recommendation More Effective: Impacts of Combining Recommenders and Explanations through User Feedback
- - Öznur Alkan
  - Massimiliano Mattetti
  - et al.
- 2021
- ACMIUI-WS 2021
Connecting Underrepresented Minorities and Qualified Job Positions Using Online Data
- - Maysa Malfiza Garcia de Macedo
  - Marisa Affonso Vasconcelos
  - et al.
- 2021
- AAAI 2021
Addressing Unique Fairness Obstacles within Federated Learning
- - Annie Abay
  - Ebube Chuba
  - 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