Understanding Failures of Deep Networks via Robust Feature Extraction
Sahil Singla, Besmira Nushi, Shital Shah, Ece Kamar, Eric Horvitz
CVPR 2021 | June 2021
Ideating Responsible AI Mitigations
论文与出版物
按年份分类的论文与出版物
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An Empirical Analysis of Backward Compatibility in Machine Learning Systems
Megha Srivastava, Besmira Nushi, Ece Kamar, Shital Shah, Eric Horvitz
KDD | August 2020
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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
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按研究领域分类的论文与出版物
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Understanding Failures of Deep Networks via Robust Feature Extraction
Sahil Singla, Besmira Nushi, Shital Shah, Ece Kamar, Eric Horvitz
CVPR 2021 | June 2021
-
An Empirical Analysis of Backward Compatibility in Machine Learning Systems
Megha Srivastava, Besmira Nushi, Ece Kamar, Shital Shah, Eric Horvitz
KDD | August 2020
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
Towards Accountable AI: Hybrid Human-Machine Analyses for Characterizing System Failure
Besmira Nushi, Ece Kamar, Eric Horvitz
HCOMP 2018 | July 2018
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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
按类型分类的论文与出版物
-
Understanding Failures of Deep Networks via Robust Feature Extraction
Sahil Singla, Besmira Nushi, Shital Shah, Ece Kamar, Eric Horvitz
CVPR 2021 | June 2021
An Empirical Analysis of Backward Compatibility in Machine Learning Systems
Megha Srivastava, Besmira Nushi, Ece Kamar, Shital Shah, Eric Horvitz
KDD | August 2020
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
Towards Accountable AI: Hybrid Human-Machine Analyses for Characterizing System Failure
Besmira Nushi, Ece Kamar, Eric Horvitz
HCOMP 2018 | July 2018