Publications

61 results for Mikhail Yurochkin

Fairness Evaluation in Text Classification: Machine Learning Practitioner Perspectives of Individual and Group Fairness
- - Zahra Ashktorab
  - Benjamin Hoover
  - et al.
- 2023
- CHI 2023
AI Fairness through Robustness
- - Mikhail Yurochkin
  - Yuekai Sun
  - et al.
- 2023
- AAAI 2023
Domain Adaptation meets Individual Fairness. And they get along.
- - Debarghya Mukherjee
  - Felix Petersen
  - et al.
- 2022
- NeurIPS 2022
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
Does enforcing fairness mitigate biases caused by subpopulation shift?
- - Subha Maity
  - Debarghya Mukherjee
  - et al.
- 2021
- NeurIPS 2021