Publications by Matt Fredrikson

Conference

SELECTIVE ENSEMBLES FOR CONSISTENT PREDICTIONS

2022 • Iclr 2022 10th International Conference on Learning Representations
Black E, Leino K, Fredrikson M

Chapter

Self-correcting Neural Networks for Safe Classification

2022 • Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) • 13466:96-130
Leino K, Fromherz A, Mangal R, Fredrikson M, Parno B, Pasareanu C

Conference

TEO

2022 302-315
Zhang H, Agarwal Y, Fredrikson M

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

Chapter

Netter: Probabilistic, Stateful Network Models

2021 • Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) • 12597:486-508
Zhang H, Zhang C, de Amorim AA, Agarwal Y, Fredrikson M, Jia L