conftrace_

subpopulation shift

15 papers

Explore in graph

Co-occurring keywords

domain generalization (1522) domain adaptation (4595) spurious correlation (279) empirical risk minimization (352) distribution shift (722) distributionally robust optimization (185) group fairness (158) worst-group accuracy (19) data augmentation (3052) algorithmic fairness (284)

Papers

Exploring Domain Generalization and Subpopulation Shift for Generalizable Graph-Level Anomaly Detection AAAI 2026
Boosting Test Performance with Importance Sampling--a Subpopulation Perspective AAAI 2025
CODA: A Correlation-Oriented Disentanglement and Augmentation Modeling Scheme for Better Resisting Subpopulation Shifts NIPS 2024
Mind the GAP: Improving Robustness to Subpopulation Shifts with Group-Aware Priors AISTATS 2024
Learning Where to Edit Vision Transformers NIPS 2024
Change is Hard: A Closer Look at Subpopulation Shift ICML 2023
Accuracy on the Curve: On the Nonlinear Correlation of ML Performance Between Data Subpopulations ICML 2023
UMIX: Improving Importance Weighting for Subpopulation Shift via Uncertainty-Aware Mixup NIPS 2022
Improving Out-of-Distribution Robustness via Selective Augmentation ICML 2022
Transferring Fairness under Distribution Shifts via Fair Consistency Regularization NIPS 2022
A Theory of Label Propagation for Subpopulation Shift ICML 2021
Evaluating model performance under worst-case subpopulations NIPS 2021
BREEDS: Benchmarks for Subpopulation Shift ICLR 2021
DORO: Distributional and Outlier Robust Optimization ICML 2021
Does enforcing fairness mitigate biases caused by subpopulation shift? NIPS 2021