FRAPPE: A Group Fairness Framework for Post-Processing EverythingInternational Conference on Machine Learning (ICML), 2023 |
Towards Last-layer Retraining for Group Robustness with Fewer
AnnotationsNeural Information Processing Systems (NeurIPS), 2023 |
Simple and Fast Group Robustness by Automatic Feature ReweightingInternational Conference on Machine Learning (ICML), 2023 |
Preemptively Pruning Clever-Hans Strategies in Deep Neural NetworksInformation Fusion (Inf. Fusion), 2023 |
Beyond Invariance: Test-Time Label-Shift Adaptation for Distributions
with "Spurious" CorrelationsNeural Information Processing Systems (NeurIPS), 2022 |
On Feature Learning in the Presence of Spurious CorrelationsNeural Information Processing Systems (NeurIPS), 2022 |
Last Layer Re-Training is Sufficient for Robustness to Spurious
CorrelationsInternational Conference on Learning Representations (ICLR), 2022 |