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  • 2020
  • Conference Presentation

An Empirical Study of the Trade-Offs Between Interpretability and Fairness

By: Shahin Jabbari, Han-Ching Ou, Himabindu Lakkaraju and Milind Tambe
  • Format:Print
  • | Language:English
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Citation

Jabbari, Shahin, Han-Ching Ou, Himabindu Lakkaraju, and Milind Tambe. "An Empirical Study of the Trade-Offs Between Interpretability and Fairness." Paper presented at the ICML Workshop on Human Interpretability in Machine Learning, International Conference on Machine Learning (ICML), 2020.
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About The Author

Himabindu Lakkaraju

Technology and Operations Management
→More Publications

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    • 2023
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    On Minimizing the Impact of Dataset Shifts on Actionable Explanations

    By: Himabindu Lakkaraju, Anna Meyer, Dan Ley and Suraj Srinivas
    • 2023
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    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: Himabindu Lakkaraju and Ruijiang Gao
  • On Minimizing the Impact of Dataset Shifts on Actionable Explanations By: Himabindu Lakkaraju, Anna Meyer, Dan Ley and Suraj Srinivas
  • 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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