Umang Bhatt

Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty

Umang Bhatt, Javier Antorán, Yunfeng Zhang et al. · 2021 · 186 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +23

Harms from Increasingly Agentic Algorithmic Systems

Alan Chan, Rebecca Salganik, Alva Markelius et al. · 2023 · 81 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +22

You shouldn’t trust me: Learning models which conceal unfairness from multiple explanation methods.

Botty Dimanov, Umang Bhatt, Mateja Jamnik et al. · Apollo (University of Cambridge) · 2020 · 54 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +28

On the Fairness of Causal Algorithmic Recourse

Julius von Kügelgen, Amir-Hossein Karimi, Umang Bhatt et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2022 · 45 citations · Full text

Engineering, Discrimination, Algorithmic Accountability +22

Getting a CLUE: A Method for Explaining Uncertainty Estimates

Javier Antorán, Umang Bhatt, Tameem Adel et al. · arXiv (Cornell University) · 2020 · 41 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19