Saralajew, Sascha

4 publications

AAAI 2025 A Robust Prototype-Based Network with Interpretable RBF Classifier Foundations Sascha Saralajew, Ashish Rana, Thomas Villmann, Ammar Shaker

ECML-PKDD 2024 A Human-Centric Assessment of the Usefulness of Attribution Methods in Computer Vision Wiem Ben Rim, Ammar Shaker, Zhao Xu, Kiril Gashteovski, Bhushan Kotnis, Carolin Lawrence, Jürgen Quittek, Sascha Saralajew

NeurIPS 2020 Fast Adversarial Robustness Certification of Nearest Prototype Classifiers for Arbitrary Seminorms Sascha Saralajew, Lars Holdijk, Thomas Villmann

NeurIPS 2019 Classification-by-Components: Probabilistic Modeling of Reasoning over a Set of Components Sascha Saralajew, Lars Holdijk, Maike Rees, Ebubekir Asan, Thomas Villmann