Chi-square Information for Invariant Learning
- Prasanna Sattigeri
- Soumya Ghosh
- et al.
- 2020
- ICML 2020
Publications
116 results for Fairness, Accountability, Transparency
Training individually fair ML models with sensitive subspace robustness
- Mikhail Yurochkin
- Amanda Bower
- et al.
- 2020
- ICLR 2020
Fair enough: Improving fairness in budget-constrained decision making using confidence thresholds
- Michiel A. Bakker
- Humberto Riverón Valdés
- et al.
- 2020
- SafeAI 2020
Data augmentation for discrimination prevention and bias disambiguation
- Shubham Sharma
- Yunfeng Zhang
- et al.
- 2020
- AIES 2020
How to Democratise and Protect AI: Fair and Differentially Private Decentralised Deep Learning
- Lingjuan Lyu
- Yitong Li
- et al.
- 2020
- IEEE TDSC
ZEUS: Analyzing Safety of Smart Contracts
- Sukrit Kalra
- Seep Goel
- et al.
- 2018
- NDSS 2018