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
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56 results for Mikhail Yurochkin
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
Does enforcing fairness mitigate biases caused by subpopulation shift?
- Subha Maity
- Debarghya Mukherjee
- et al.
- 2021
- NeurIPS 2021
Post-processing for Individual Fairness
- Felix Petersen
- Debarghya Mukherjee
- et al.
- 2021
- NeurIPS 2021
On sensitivity of meta-learning to support data
- Mayank Agarwal
- Mikhail Yurochkin
- et al.
- 2021
- NeurIPS 2021
Outlier-Robust Optimal Transport
- Debarghya Mukherjee
- Aritra Guha
- et al.
- 2021
- ICML 2021
On efficient multilevel clustering via wasserstein distances
- Viet Huynh
- Nhat Ho
- et al.
- 2021
- JMLR
Individually Fair Rankings
- Amanda Bower
- Hamid Eftekhari
- et al.
- 2021
- ICLR 2021