45 citations · 121 across the 15 of their papers we have counts for
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cs.LG2021★ 2 cited
Fair Normalizing Flows
Mislav Balunović, Anian Ruoss, Martin Vechev
Fair representation learning is an attractive approach that promises fairness of downstream predictors by encoding sensitive data. Unfortunately, recent work has shown that strong…
cs.LG2021
Robustness Certification for Point Cloud Models
Tobias Lorenz, Anian Ruoss, Mislav Balunović +2
The use of deep 3D point cloud models in safety-critical applications, such as autonomous driving, dictates the need to certify the robustness of these models to real-world transfo…