2 code implementations • 1 Apr 2022 • Armeen Taeb, Nicolo Ruggeri, Carina Schnuck, Fanny Yang
In safety-critical applications, practitioners are reluctant to trust neural networks when no interpretable explanations are available.
1 code implementation • 7 Mar 2022 • Konstantin Donhauser, Nicolo Ruggeri, Stefan Stojanovic, Fanny Yang
Good generalization performance on high-dimensional data crucially hinges on a simple structure of the ground truth and a corresponding strong inductive bias of the estimator.