45 citations · 121 across the 15 of their papers we have counts for
Showing 2020Show all
2 papers · 1 filter
cs.LG2020★ 4 cited
Efficient Certification of Spatial Robustness
Anian Ruoss, Maximilian Baader, Mislav Balunović +1
Recent work has exposed the vulnerability of computer vision models to vector field attacks. Due to the widespread usage of such models in safety-critical applications, it is cruci…
cs.LG2020★ 28 cited
Learning Certified Individually Fair Representations
Anian Ruoss, Mislav Balunović, Marc Fischer +1
Fair representation learning provides an effective way of enforcing fairness constraints without compromising utility for downstream users. A desirable family of such fairness cons…