Publications

823 results for Trustworthy AI

Toward Human-AI Co-creation to Accelerate Material Discovery
- - Dmitry Zubarev
  - Carlos Raoni De Alencar Mendes
  - et al.
- 2022
- NeurIPS 2022
Are you using test log-likelihoods correctly?
- - Sameer Deshpande
  - Soumya Ghosh
  - et al.
- 2022
- NeurIPS 2022
c-MBA: Adversarial Attack for Cooperative MARL Using Learned Dynamics Model
- - Nhan Pham
  - Lam Nguyen
  - et al.
- 2022
- NeurIPS 2022
Certifiably robust interpretation via Rényi differential privacy
- - Ao Liu
  - Xiaoyu Chen
  - et al.
- 2022
- Artificial Intelligence
On the Safety of Interpretable Machine Learning: A Maximum Deviation Approach
- - Dennis Wei
  - Rahul Nair
  - et al.
- 2022
- NeurIPS 2022
Accelerating Certified Robustness Training via Knowledge Transfer
- - Pratik Vaishnavi
  - Kevin Eykholt
  - 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