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Kush R. Varshney

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Uncertainty Quantification 360: A Holistic Toolkit for Quantifying and Communicating the Uncertainty of AI

Jun 04, 2021
Soumya Ghosh, Q. Vera Liao, Karthikeyan Natesan Ramamurthy, Jiri Navratil, Prasanna Sattigeri, Kush R. Varshney, Yunfeng Zhang

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Socially Responsible AI Algorithms: Issues, Purposes, and Challenges

Jan 12, 2021
Lu Cheng, Kush R. Varshney, Huan Liu

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Learning to Initialize Gradient Descent Using Gradient Descent

Dec 22, 2020
Kartik Ahuja, Amit Dhurandhar, Kush R. Varshney

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Empirical or Invariant Risk Minimization? A Sample Complexity Perspective

Oct 30, 2020
Kartik Ahuja, Jun Wang, Amit Dhurandhar, Karthikeyan Shanmugam, Kush R. Varshney

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Deciding Fast and Slow: The Role of Cognitive Biases in AI-assisted Decision-making

Oct 15, 2020
Charvi Rastogi, Yunfeng Zhang, Dennis Wei, Kush R. Varshney, Amit Dhurandhar, Richard Tomsett

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Fair Data Integration

Jun 10, 2020
Sainyam Galhotra, Karthikeyan Shanmugam, Prasanna Sattigeri, Kush R. Varshney

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Invariant Risk Minimization Games

Mar 18, 2020
Kartik Ahuja, Karthikeyan Shanmugam, Kush R. Varshney, Amit Dhurandhar

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Joint Optimization of AI Fairness and Utility: A Human-Centered Approach

Feb 05, 2020
Yunfeng Zhang, Rachel K. E. Bellamy, Kush R. Varshney

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