Nathan Stromberg

12 papers A* 1B 2Journal 8Unranked 1
YearRankTypeTitle / Venue / Authors
2025 B conf
Auditing Privacy of Additive Noise Mechanisms Using Linear Predictive Models.
ISIT
Monica Welfert, Nathan Stromberg, Mario Díaz, James Melbourne, Lalitha Sankar
2025 J jnl
CORAL: Disentangling Latent Representations in Long-Tailed Diffusion.
CoRR
Esther Rodriguez, Monica Welfert, Samuel McDowell, Nathan Stromberg, Julian Antolin Camarena, Lalitha Sankar
2025 J jnl
Lower Bounds on the MMSE of Adversarially Inferring Sensitive Features.
CoRR
Monica Welfert, Nathan Stromberg, Mario Díaz, Lalitha Sankar
2025 J jnl
Thumb on the Scale: Optimal Loss Weighting in Last Layer Retraining.
CoRR
Nathan Stromberg, Christos Thrampoulidis, Lalitha Sankar
2024 A* conf
Enhancing Robustness of Last Layer Two-Stage Fair Model Corrections.
NeurIPS
Nathan Stromberg, Rohan Ayyagari, Sanmi Koyejo, Richard Nock, Lalitha Sankar
2024 — conf
Fairness-Enhancing Data Augmentation Methods for Worst-Group Accuracy.
AFME
Monica Welfert, Nathan Stromberg, Lalitha Sankar
2024 J jnl
For Robust Worst-Group Accuracy, Ignore Group Annotations.
Trans. Mach. Learn. Res.
Nathan Stromberg, Rohan Ayyagari, Monica Welfert, Sanmi Koyejo, Richard Nock, Lalitha Sankar
2024 J jnl
Label Noise Robustness for Domain-Agnostic Fair Corrections via Nearest Neighbors Label Spreading.
CoRR
Nathan Stromberg, Rohan Ayyagari, Sanmi Koyejo, Richard Nock, Lalitha Sankar
2024 J jnl
Robustness to Subpopulation Shift with Domain Label Noise via Regularized Annotation of Domains.
CoRR
Nathan Stromberg, Rohan Ayyagari, Monica Welfert, Sanmi Koyejo, Lalitha Sankar
2024 B conf
Theoretical Guarantees of Data Augmented Last Layer Retraining Methods.
ISIT
Monica Welfert, Nathan Stromberg, Lalitha Sankar
2024 J jnl
Theoretical Guarantees of Data Augmented Last Layer Retraining Methods.
CoRR
Monica Welfert, Nathan Stromberg, Lalitha Sankar
2023 J jnl
Smoothly Giving up: Robustness for Simple Models.
CoRR
Tyler Sypherd, Nathan Stromberg, Richard Nock, Visar Berisha, Lalitha Sankar