Martín Bertrán

CoRR, 2024

Order of Magnitude Speedups for LLM Membership Inference.

[BibT_eX]

[DOI]

Rongting Zhang

Aaron Roth

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Achieving Group Distributional Robustness and Minimax Group Fairness with Interpolating Classifiers.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Scalable Membership Inference Attacks via Quantile Regression.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Robustness and Generalization Under Distribution Shifts.

[BibT_eX]

[DOI]

PhD thesis, 2022

Minimax Demographic Group Fairness in Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

2021

Distributionally Robust Group Backwards Compatibility.

[BibT_eX]

[DOI]

CoRR, 2021

Federating for Learning Group Fair Models.

[BibT_eX]

[DOI]

CoRR, 2021

Blind Pareto Fairness and Subgroup Robustness.

[BibT_eX]

[DOI]

Afroditi Papadaki

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Instance-based Generalization in Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Attention-Based Network for Weak Labels in Neonatal Seizure Detection.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning for Healthcare Conference, 2020

Minimax Pareto Fairness: A Multi Objective Perspective.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Fairness With Minimal Harm: A Pareto-Optimal Approach For Healthcare.

[BibT_eX]

[DOI]

CoRR, 2019

Adversarially Learned Representations for Information Obfuscation and Inference.

[BibT_eX]

[DOI]

Galen Reeves

Proceedings of the 36th International Conference on Machine Learning, 2019

Non-Contact Photoplethysmogram and Instantaneous Heart Rate Estimation from Infrared Face Video.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

2018

Learning to Collaborate for User-Controlled Privacy.

[BibT_eX]

[DOI]