Publications

* denotes equal contribution, + denotes significant contribution.

How to Explain and Justify Almost Any Decision: Potential Pitfalls for Accountability in AI Decision-Making

Paper Code
Joyce Zhou, Thorsten Joachims. How to Explain and Justify Almost Any Decision: Potential Pitfalls for Accountability in AI Decision-Making. In IJCAI Workshop on Adverse Impacts and Collateral Effects of Artificial Intelligence Technologies, 2022.

Does the Whole Exceed its Parts? The Effect of AI Explanations on Complementary Team Performance

Paper Code Video
Gagan Bansal*, Tongshuang Wu*, Joyce Zhou+, Raymond Fok+, Besmira Nushi, Ece Kamar, Marco Tulio Ribeiro, Daniel S. Weld. Does the Whole Exceed its Parts? The Effect of AI Explanations on Complementary Team Performance. In CHI Conference on Human Factors in Computing Systems (CHI), 2021.