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Do Explanations Improve the Quality of AI-assisted Human Decisions? An Algorithm-in-the-Loop Analysis of Factual & Counterfactual Explanations

Lujain Ibrahim, Mohammad M. Ghassemi, Tuka Alhanai. Do Explanations Improve the Quality of AI-assisted Human Decisions? An Algorithm-in-the-Loop Analysis of Factual & Counterfactual Explanations. In Noa Agmon, Bo An 0001, Alessandro Ricci, William Yeoh 0001, editors, Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2023, London, United Kingdom, 29 May 2023 - 2 June 2023. pages 326-334, ACM, 2023. [doi]

Authors

Lujain Ibrahim

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Mohammad M. Ghassemi

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Tuka Alhanai

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