Walter, Nils Philipp

4 publications

ICLR 2026 When Flatness Does (Not) Guarantee Adversarial Robustness Nils Philipp Walter, Linara Adilova, Jilles Vreeken, Michael Kamp

NeurIPS 2025 Neural Rule Lists: Learning Discretizations, Rules, and Order in One Go Sascha Xu, Nils Philipp Walter, Jilles Vreeken

AAAI 2024 Finding Interpretable Class-Specific Patterns Through Efficient Neural Search Nils Philipp Walter, Jonas Fischer, Jilles Vreeken

ICML 2024 Learning Exceptional Subgroups by End-to-End Maximizing KL-Divergence Sascha Xu, Nils Philipp Walter, Janis Kalofolias, Jilles Vreeken