Marzyeh Ghassemi
Research
Papers
People
Teaching
ML+Health Seminar 2023
Is Fairness Only Metric Deep? Evaluating and Addressing Subgroup Gaps in Deep Metric Learning
Natalie Dullerud
,
Karsten Roth
,
Kimia Hamidieh
,
Nicolas Papernot
,
Marzyeh Ghassemi
2021
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Type
Conference paper
Publication
International Conference on Learning Representations
Related
Improving the Fairness of Chest X-ray Classifiers
Complementing Self-Consistency with Cross-Model Disagreement for Uncertainty Quantification
Improving Subgroup Robustness via Data Selection
Test-Time Debiasing of Vision-Language Embeddings
Challenges of Differentially Private Prediction in Healthcare Settings
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