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  • 2021
  • Working Paper

When Does Uncertainty Matter?: Understanding the Impact of Predictive Uncertainty in ML Assisted Decision Making

By: Sean McGrath, Parth Mehta, Alexandra Zytek, Isaac Lage and Himabindu Lakkaraju
  • Format:Print
  • | Language:English
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Citation

McGrath, Sean, Parth Mehta, Alexandra Zytek, Isaac Lage, and Himabindu Lakkaraju. "When Does Uncertainty Matter?: Understanding the Impact of Predictive Uncertainty in ML Assisted Decision Making." Working Paper, January 2021.
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About The Author

Himabindu Lakkaraju

Technology and Operations Management
→More Publications

More from the Authors

    • 2023
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    • 2023
    • Proceedings of the Conference on Uncertainty in Artificial Intelligence (UAI)

    On Minimizing the Impact of Dataset Shifts on Actionable Explanations

    By: Anna P. Meyer, Dan Ley, Suraj Srinivas and Himabindu Lakkaraju
    • 2023
    • Proceedings of the International Conference on Machine Learning (ICML)

    Towards Bridging the Gaps between the Right to Explanation and the Right to Be Forgotten

    By: Himabindu Lakkaraju, Satyapriya Krishna and Jiaqi Ma
More from the Authors
  • On the Impact of Actionable Explanations on Social Segregation By: Ruijiang Gao and Himabindu Lakkaraju
  • On Minimizing the Impact of Dataset Shifts on Actionable Explanations By: Anna P. Meyer, Dan Ley, Suraj Srinivas and Himabindu Lakkaraju
  • Towards Bridging the Gaps between the Right to Explanation and the Right to Be Forgotten By: Himabindu Lakkaraju, Satyapriya Krishna and Jiaqi Ma
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