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Umang Bhatt | Researchclopedia

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Umang Bhatt

University of Cambridge ORCID

80

Works

1,061

Citations

17

h-index

23

i10-index

Research Topics

Explainable Artificial Intelligence (XAI)Ethics and Social Impacts of AI Adversarial Robustness in Machine Learning

Affiliations

Turing Institute2022–2024

Google (United States)2021–2021

University of Cambridge2020–2026

British Library2022–2023

Leverhulme Trust2022–2022

Top Works

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

Umang Bhatt,Javier Antorán,et al.

2021192 citations

Machine Learning and Data Classification

Machine Learning in Healthcare

How transparency modulates trust in artificial intelligence

John Zerilli,Umang Bhatt,et al.

2022163 citations

Harms from Increasingly Agentic Algorithmic Systems

Alan Chan,Rebecca Salganik,et al.

202388 citations

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

Botty Dimanov,Umang Bhatt,et al.

202054 citations

On the Fairness of Causal Algorithmic Recourse

Julius von Kügelgen,Amir-Hossein Karimi,et al.

202246 citations

Evaluating language models for mathematics through interactions

Katherine M. Collins,Albert Q. Jiang,et al.

202441 citations

Getting a CLUE: A Method for Explaining Uncertainty Estimates

Javier Antorán,Umang Bhatt,et al.

202041 citations

Building machines that learn and think with people

Katherine M. Collins,Ilia Sucholutsky,et al.

202440 citations

Machine Learning Explainability for External Stakeholders

Umang Bhatt,McKane Andrus,et al.

202040 citations