论文与出版物

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年 研究领域 出版物类型

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• 2021

  • Understanding Failures of Deep Networks via Robust Feature Extraction

    Sahil Singla, Besmira Nushi, Shital Shah, Ece Kamar, Eric Horvitz

    CVPR 2021 | June 2021

    Publication

• 2020

  • An Empirical Analysis of Backward Compatibility in Machine Learning Systems

    Megha Srivastava, Besmira Nushi, Ece Kamar, Shital Shah, Eric Horvitz

    KDD | August 2020

    Publication PDF Github

• 2019

  • Updates in Human-AI Teams: Understanding and Addressing the Performance/Compatibility Tradeoff

    Gagan Bansal, Besmira Nushi, Ece Kamar, Dan Weld, Walter Lasecki, Eric Horvitz

    AAAI Conference on Artificial Intelligence | January 2019

    Publication Github

• 2018

  • Towards Accountable AI: Hybrid Human-Machine Analyses for Characterizing System Failure

    Besmira Nushi, Ece Kamar, Eric Horvitz

    HCOMP 2018 | July 2018

    论文与出版物 Github

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• Computer vision

  • Understanding Failures of Deep Networks via Robust Feature Extraction

    Sahil Singla, Besmira Nushi, Shital Shah, Ece Kamar, Eric Horvitz

    CVPR 2021 | June 2021

    Publication

• Artificial intelligence

  • An Empirical Analysis of Backward Compatibility in Machine Learning Systems

    Megha Srivastava, Besmira Nushi, Ece Kamar, Shital Shah, Eric Horvitz

    KDD | August 2020

    Publication PDF Github

  • Updates in Human-AI Teams: Understanding and Addressing the Performance/Compatibility Tradeoff

    Gagan Bansal, Besmira Nushi, Ece Kamar, Dan Weld, Walter Lasecki, Eric Horvitz

    AAAI Conference on Artificial Intelligence | January 2019

    Publication Github

  • Towards Accountable AI: Hybrid Human-Machine Analyses for Characterizing System Failure

    Besmira Nushi, Ece Kamar, Eric Horvitz

    HCOMP 2018 | July 2018

    论文与出版物 Github

• Human-computer interaction

  • Updates in Human-AI Teams: Understanding and Addressing the Performance/Compatibility Tradeoff

    Gagan Bansal, Besmira Nushi, Ece Kamar, Dan Weld, Walter Lasecki, Eric Horvitz

    AAAI Conference on Artificial Intelligence | January 2019

    Publication Github

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• Inproceedings (Conference)

  • Understanding Failures of Deep Networks via Robust Feature Extraction

    Sahil Singla, Besmira Nushi, Shital Shah, Ece Kamar, Eric Horvitz

    CVPR 2021 | June 2021

    Publication

  • An Empirical Analysis of Backward Compatibility in Machine Learning Systems

    Megha Srivastava, Besmira Nushi, Ece Kamar, Shital Shah, Eric Horvitz

    KDD | August 2020

    Publication PDF Github

  • Updates in Human-AI Teams: Understanding and Addressing the Performance/Compatibility Tradeoff

    Gagan Bansal, Besmira Nushi, Ece Kamar, Dan Weld, Walter Lasecki, Eric Horvitz

    AAAI Conference on Artificial Intelligence | January 2019

    Publication Github

  • Towards Accountable AI: Hybrid Human-Machine Analyses for Characterizing System Failure

    Besmira Nushi, Ece Kamar, Eric Horvitz

    HCOMP 2018 | July 2018

    论文与出版物 Github