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Publications
  • 9 Dec 2016
  • Conference Presentation

Discovering Unknown Unknowns of Predictive Models

By: Himabindu Lakkaraju, Ece Kamar, Rich Caruana and Eric Horvitz
  • Format:Print
  • | Language:English
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Citation

Lakkaraju, Himabindu, Ece Kamar, Rich Caruana, and Eric Horvitz. "Discovering Unknown Unknowns of Predictive Models." Paper presented at the 30th Annual Conference on Neural Information Processing Systems (NIPS), Workshop on Reliable Machine Learning in the Wild, Barcelona, Spain, December 9, 2016.
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About The Author

Himabindu Lakkaraju

Technology and Operations Management
→More Publications

More from the Authors

    • 2023
    • Faculty Research

    When Algorithms Explain Themselves: AI Adoption and Accuracy of Experts' Decisions

    By: Himabindu Lakkaraju and Chiara Farronato
    • 2023
    • Scientific Data

    Evaluating Explainability for Graph Neural Networks

    By: Chirag Agarwal, Owen Queen, Himabindu Lakkaraju and Marinka Zitnik
    • 2022
    • Advances in Neural Information Processing Systems (NeurIPS)

    Which Explanation Should I Choose? A Function Approximation Perspective to Characterizing Post hoc Explanations

    By: Tessa Han, Suraj Srinivas and Himabindu Lakkaraju
More from the Authors
  • When Algorithms Explain Themselves: AI Adoption and Accuracy of Experts' Decisions By: Himabindu Lakkaraju and Chiara Farronato
  • Evaluating Explainability for Graph Neural Networks By: Chirag Agarwal, Owen Queen, Himabindu Lakkaraju and Marinka Zitnik
  • Which Explanation Should I Choose? A Function Approximation Perspective to Characterizing Post hoc Explanations By: Tessa Han, Suraj Srinivas and Himabindu Lakkaraju
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