Publications by Matt Fredrikson

Conference

FAST GEOMETRIC PROJECTIONS FOR LOCAL ROBUSTNESS CERTIFICATION

2021 • ICLR 2021 - 9th International Conference on Learning Representations
Fromherz A, Leino K, Fredrikson M, Parno B, Pašăreanu C

Conference

Leave-one-out Unfairness

2021 • PROCEEDINGS OF THE 2021 ACM CONFERENCE ON FAIRNESS, ACCOUNTABILITY, AND TRANSPARENCY, FACCT 2021 • 285-295
Black E, Fredrikson M

Conference

Learning Fair Representations for Kernel Models

2020 • Proceedings of Machine Learning Research • 108:155-166
Tan Z, Yeom S, Fredrikson M, Talwalkar A
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