Certifiably robust interpretation via Rényi differential privacy
- Ao Liu
- Xiaoyu Chen
- et al.
- 2022
- Artificial Intelligence
Publications
830 results for Trustworthy AI
Accelerating Certified Robustness Training via Knowledge Transfer
- Pratik Vaishnavi
- Kevin Eykholt
- et al.
- 2022
- NeurIPS 2022
On the Safety of Interpretable Machine Learning: A Maximum Deviation Approach
- Dennis Wei
- Rahul Nair
- et al.
- 2022
- NeurIPS 2022
Logical Credal Networks
- Radu Marinescu
- Haifeng Qian
- et al.
- 2022
- NeurIPS 2022
Fair Infinitesimal Jackknife: Mitigating the Influence of Biased Training Data Points Without Refitting
- Prasanna Sattigeri
- Soumya Ghosh
- et al.
- 2022
- NeurIPS 2022
Calibrated Data-Dependent Constraints with Exact Satisfaction Guarantees
- Songkai Xue
- Yuekai Sun
- et al.
- 2022
- NeurIPS 2022
k-Sliced Mutual Information: A Quantitative Study of Scalability with Dimension
- Ziv Goldfeld
- Kristjan Greenewald
- et al.
- 2022
- NeurIPS 2022
Boundary Adversarial Examples Against Adversarial Overfitting
- Muhammad Zaid Hameed
- Beat Buesser
- 2022
- NeurIPS 2022
Visual Prompting for Adversarial Robustness
- Aochuan Chen
- Peter Lorenz
- et al.
- 2022
- NeurIPS 2022
On the Adversarial Robustness of Vision Transformers
- Rulin Shao
- Zhouxing Shi
- et al.
- 2022
- NeurIPS 2022