Umang Bhatt
University of Cambridge(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, Machine Learning in Healthcare
Most-Cited Works
- → Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty(2021)191 cited
- → How transparency modulates trust in artificial intelligence(2022)162 cited
- → Harms from Increasingly Agentic Algorithmic Systems(2023)87 cited
- → You shouldn’t trust me: Learning models which conceal unfairness from multiple explanation methods.(2020)54 cited
- → On the Fairness of Causal Algorithmic Recourse(2022)46 cited
- → Getting a CLUE: A Method for Explaining Uncertainty Estimates(2020)41 cited
- → Evaluating language models for mathematics through interactions(2024)40 cited
- → Machine Learning Explainability for External Stakeholders(2020)40 cited
- → Building machines that learn and think with people(2024)39 cited