Publications

818 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
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
Reducing Down(stream)time: Pretraining Molecular GNNs using Heterogeneous AI Accelerators
- - Jenna Bilbrey
  - Kristina Herman
  - et al.
- 2022
- NeurIPS 2022
Boundary Adversarial Examples Against Adversarial Overfitting
- - Muhammad Zaid Hameed
  - Beat Buesser
- 2022
- NeurIPS 2022
Consistent Training via Energy-Based GFlowNets for Modeling Discrete Joint Distributions
- - Chanakya Ekbote
  - Moksh Jain
  - et al.
- 2022
- NeurIPS 2022
Verifiable Federated Learning
- - Simone Bottoni
  - Giulio Zizzo
  - et al.
- 2022
- NeurIPS 2022
Visual Prompting for Adversarial Robustness
- - Aochuan Chen
  - Peter Lorenz
  - et al.
- 2022
- NeurIPS 2022