SenSeI: Sensitive Set Invariance for Enforcing Individual Fairness
- Mikhail Yurochkin
- Yuekai Sun
- 2021
- ICLR 2021
Publications
823 results for Trustworthy AI
Fair Mixup: Fairness via Interpolation
- Ching-Yao chuang
- Youssef Mroueh
- 2021
- ICLR 2021
Individually Fair Gradient Boosting
- Alexander Vargo
- Fan Zhang
- et al.
- 2021
- ICLR 2021
Formalizing Generalization and Robustness of Neural Networks to Weight Perturbations
- Yu-Lin Tsai
- Chia-Yi Hsu
- et al.
- 2021
- ICLR 2021
Causal Inference Q-Network: Toward Resilient Reinforcement Learning
- Huck Yang
- I-Te Hung
- et al.
- 2021
- ICLR 2021
Adversarial Data Augmentation Improves Unsupervised Machine Learning
- Chia-Yi Hsu
- Pin-Yu Chen
- et al.
- 2021
- ICLR 2021
Toward Non-Singular Robustness of Neural Networks
- Yu-Lin Tsai
- Chia-Yi Hsu
- et al.
- 2021
- ICLR 2021
Engineering Fair Machine Learning Pipelines
- Martin Hirzel
- Kiran Kate
- et al.
- 2021
- ICLR 2021
Towards an Observationally Meaningful, Explainable Emulator for the Boussinesq equation
- 2021
- ICLR 2021
High-Robustness, Low-Transferability Fingerprinting of Neural Networks
- Siyue Wang
- Xiao Wang
- et al.
- 2021
- ICLR 2021