Adrian Weller
University of Cambridge(GB)The Alan Turing Institute(GB)
Publications by Year
Research Areas
Explainable Artificial Intelligence (XAI), Ethics and Social Impacts of AI, Adversarial Robustness in Machine Learning, Machine Learning and Data Classification, Domain Adaptation and Few-Shot Learning
Most-Cited Works
- → Leveraging Data Science to Combat COVID-19: A Comprehensive Review(2020)246 cited
- → Concrete Problems for Autonomous Vehicle Safety: Advantages of Bayesian Deep Learning(2017)216 cited
- → Toward Trustworthy AI Development: Mechanisms for Supporting Verifiable Claims(2020)212 cited
- → Human Perceptions of Fairness in Algorithmic Decision Making(2018)200 cited
- → Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty(2021)191 cited
- → Beyond Distributive Fairness in Algorithmic Decision Making: Feature Selection for Procedurally Fair Learning(2018)184 cited
- → A Unified Approach to Quantifying Algorithmic Unfairness