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Mikhail Yurochkin

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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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Simple Disentanglement of Style and Content in Visual Representations

Feb 20, 2023
Lilian Ngweta, Subha Maity, Alex Gittens, Yuekai Sun, Mikhail Yurochkin

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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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Sampling with Mollified Interaction Energy Descent

Oct 24, 2022
Lingxiao Li, Qiang Liu, Anna Korba, Mikhail Yurochkin, Justin Solomon

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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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How does overparametrization affect performance on minority groups?

Jun 07, 2022
Subha Maity, Saptarshi Roy, Songkai Xue, Mikhail Yurochkin, Yuekai Sun

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Understanding new tasks through the lens of training data via exponential tilting

May 26, 2022
Subha Maity, Mikhail Yurochkin, Moulinath Banerjee, Yuekai Sun

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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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Rewiring with Positional Encodings for Graph Neural Networks

Feb 02, 2022
Rickard Brüel-Gabrielsson, Mikhail Yurochkin, Justin Solomon

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