Publications

98 results for Fairness, Accountability, Transparency

Post-processing for Individual Fairness
- - Felix Petersen
  - Debarghya Mukherjee
  - et al.
- 2021
- NeurIPS 2021
Addressing the Design Needs of Implementing Fairness in AI via Influence Functions
- - Brianna Richardson
  - Kush R. Varshney
- 2021
- INFORMS 2021
Artificial Intelligence for Mental Health Care: Clinical Applications, Barriers, Facilitators, and Artificial Wisdom
- - Ellen E. Lee
  - John Torous
  - et al.
- 2021
- Biological Psychiatry
Characteristic Examples: High-Robustness, Low-Transferability Fingerprinting of Neural Networks
- - Siyue Wang
  - Xiao Wang
  - et al.
- 2021
- IJCAI 2021
Model Distillation for Revenue Optimization: Interpretable Personalized Pricing
- - Max Biggs
  - Wei Sun
  - et al.
- 2021
- ICML 2021
SubsetGAN: Pattern detection in the activation space for Identifying Synthesised Content
- - Celia Cintas
  - Skyler Speakman
  - et al.
- 2021
- ICML 2021
Statistical inference for individual fairness
- - Subha Maity
  - Songkai Xue
  - et al.
- 2021
- ICLR 2021
Fair Mixup: Fairness via Interpolation
- - Ching-Yao chuang
  - Youssef Mroueh
- 2021
- ICLR 2021
Individually Fair Rankings
- - Amanda Bower
  - Hamid Eftekhari
  - et al.
- 2021
- ICLR 2021
Individually Fair Gradient Boosting
- - Alexander Vargo
  - Fan Zhang
  - et al.
- 2021
- ICLR 2021