Domain Adaptation meets Individual Fairness. And they get along.
- Debarghya Mukherjee
- Felix Petersen
- et al.
- 2022
- NeurIPS 2022
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59 results for Mikhail Yurochkin
Calibrated Data-Dependent Constraints with Exact Satisfaction Guarantees
- Songkai Xue
- Yuekai Sun
- et al.
- 2022
- NeurIPS 2022
Fairness of Machine Learning in Search Engines
- Yi Fang
- Hongfu Liu
- et al.
- 2022
- CIKM 2022
RMExplorer: A Visual Analytics Approach to Explore the Performance and the Fairness of Disease Risk Models on Population Subgroups
- Bc Kwon
- Uri Kartoun
- et al.
- 2022
- VIS 2022
Log-Euclidean Signatures for Intrinsic Distances Between Unaligned Datasets
- Tal Shnitzer
- Mikhail Yurochkin
- et al.
- 2022
- ICML 2022
Your Fairness May Vary: Pretrained Language Model Fairness in Toxic Text Classification
- Ioana Baldini Soares
- Dennis Wei
- et al.
- 2022
- ACL 2022
Measuring the robustness of Gaussian processes to kernel choice
- William T. Stephenson
- Soumya Ghosh
- et al.
- 2022
- AISTATS 2022
On sensitivity of meta-learning to support data
- Mayank Agarwal
- Mikhail Yurochkin
- et al.
- 2021
- NeurIPS 2021
Post-processing for Individual Fairness
- Felix Petersen
- Debarghya Mukherjee
- et al.
- 2021
- NeurIPS 2021
Does enforcing fairness mitigate biases caused by subpopulation shift?
- Subha Maity
- Debarghya Mukherjee
- et al.
- 2021
- NeurIPS 2021