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Mikhail Yurochkin

Fairness Evaluation in Text Classification: Machine Learning Practitioner Perspectives of Individual and Group Fairness

Mar 01, 2023
Zahra Ashktorab, Benjamin Hoover, Mayank Agarwal, Casey Dugan, Werner Geyer, Hao Bang Yang, Mikhail Yurochkin

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* To appear in Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems (CHI '23)

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Calibrated Data-Dependent Constraints with Exact Satisfaction Guarantees

Jan 15, 2023
Songkai Xue, Yuekai Sun, Mikhail Yurochkin

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* In Proceedings of the 36th Conference on Neural Information Processing Systems (NeurIPS) 2022

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Outlier-Robust Group Inference via Gradient Space Clustering

Oct 13, 2022
Yuchen Zeng, Kristjan Greenewald, Kangwook Lee, Justin Solomon, Mikhail Yurochkin

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* 17 pages, 6 tables, 8 figures

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Domain Adaptation meets Individual Fairness. And they get along

May 01, 2022
Debarghya Mukherjee, Felix Petersen, Mikhail Yurochkin, Yuekai Sun

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Log-Euclidean Signatures for Intrinsic Distances Between Unaligned Datasets

Feb 03, 2022
Tal Shnitzer, Mikhail Yurochkin, Kristjan Greenewald, Justin Solomon

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* 20 pages, 7 figures

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