Publications

802 results for Trustworthy AI

Machine Learning Model Drift Detection Via Weak Data Slices
- - Samuel Ackerman
  - Parijat Dube
  - et al.
- 2021
- ICSE 2021
Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty
- - Umang Bhatt
  - Javier Antorán
  - et al.
- 2021
- AIES 2021
Introduction to Explainable AI
- - Q. Vera Liao
  - Moninder Singh
  - et al.
- 2021
- CHI EA 2021
Brilliant ai doctor in rural clinics: Challenges in ai-powered clinical decision support system deployment
- - Dakuo Wang
  - Liuping Wang
  - et al.
- 2021
- CHI 2021
Individually Fair Gradient Boosting
- - Alexander Vargo
  - Fan Zhang
  - et al.
- 2021
- ICLR 2021
Generating Adversarial Computer Programs using Optimized Obfuscations
- - Shashank Srikant
  - Sijia Liu
  - et al.
- 2021
- ICLR 2021
On Fast Adversarial Robustness Adaptation in Model-Agnostic Meta-Learning
- - Ren Wang
  - Kaidi Xu
  - et al.
- 2021
- ICLR 2021
Statistical inference for individual fairness
- - Subha Maity
  - Songkai Xue
  - et al.
- 2021
- ICLR 2021
Robust Overfitting may be mitigated by properly learned smoothening
- - Tianlong Chen
  - Zhenyu Zhang
  - et al.
- 2021
- ICLR 2021
Fair Mixup: Fairness via Interpolation
- - Ching-Yao chuang
  - Youssef Mroueh
- 2021
- ICLR 2021