A structured regression approach for evaluating model performance across
intersectional subgroupsConference on Fairness, Accountability and Transparency (FAccT), 2024 |
Active Assessment of Prediction Services as Accuracy Surface Over
Attribute CombinationsNeural Information Processing Systems (NeurIPS), 2021 |
Counterfactual Explanations Can Be ManipulatedNeural Information Processing Systems (NeurIPS), 2021 |
Active Testing: Sample-Efficient Model EvaluationInternational Conference on Machine Learning (ICML), 2021 |
Can I Trust My Fairness Metric? Assessing Fairness with Unlabeled Data
and Bayesian InferenceNeural Information Processing Systems (NeurIPS), 2020 |