The Role of Data-Driven Discovery in Detecting Vulnerable Sub-populations
- Girmaw Abebe Tadesse
- Skyler Speakman
- et al.
- 2021
- ICWSM 2021
Workshop paper
Publications
963 results for Trustworthy AI
Machine Learning Model Drift Detection Via Weak Data Slices
- Samuel Ackerman
- Parijat Dube
- et al.
- 2021
- ICSE 2021
Workshop paperUncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty
- Umang Bhatt
- Javier Antorán
- et al.
- 2021
- AIES 2021
Conference paperIntroduction to Explainable AI
- Q. Vera Liao
- Moninder Singh
- et al.
- 2021
- CHI EA 2021
Conference paperBrilliant ai doctor in rural clinics: Challenges in ai-powered clinical decision support system deployment
- Dakuo Wang
- Liuping Wang
- et al.
- 2021
- CHI 2021
Conference paperIndividually Fair Rankings
- Amanda Bower
- Hamid Eftekhari
- et al.
- 2021
- ICLR 2021
Conference paperIndividually Fair Gradient Boosting
- Alexander Vargo
- Fan Zhang
- et al.
- 2021
- ICLR 2021
Conference paperFair Mixup: Fairness via Interpolation
- Ching-Yao chuang
- Youssef Mroueh
- 2021
- ICLR 2021
Conference paperOn Fast Adversarial Robustness Adaptation in Model-Agnostic Meta-Learning
- Ren Wang
- Kaidi Xu
- et al.
- 2021
- ICLR 2021
Conference paperGenerating Adversarial Computer Programs using Optimized Obfuscations
- Shashank Srikant
- Sijia Liu
- et al.
- 2021
- ICLR 2021
Conference paper