Nils Philipp Walter

12 papers A* 2Journal 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Learning and Naming Subgroups with Exceptional Survival Characteristics. CoRR Mhd Jawad Al Rahwanji, Sascha Xu, Nils Philipp Walter, Jilles Vreeken
2025	J	`jnl`	Can LLMs subtract numbers? CoRR Mayank Jobanputra, Nils Philipp Walter, Maitrey Mehta, Blerta Veseli, Evan Parker Kelly Chapple, Yifan Wang, Sneha Chetani, Ellie Pavlick, Antonio Vergari, Vera Demberg
2025	J	`jnl`	Now you see me! A framework for obtaining class-relevant saliency maps. CoRR Nils Philipp Walter, Jilles Vreeken, Jonas Fischer
2025	J	`jnl`	Soft Instruction De-escalation Defense. CoRR Nils Philipp Walter, Chawin Sitawarin, Jamie Hayes, David Stutz, Ilia Shumailov
2025	J	`jnl`	When Flatness Does (Not) Guarantee Adversarial Robustness. CoRR Nils Philipp Walter, Linara Adilova, Jilles Vreeken, Michael Kamp
2024	A*	`conf`	Finding Interpretable Class-Specific Patterns through Efficient Neural Search. AAAI Nils Philipp Walter, Jonas Fischer, Jilles Vreeken
2024	A*	`conf`	Learning Exceptional Subgroups by End-to-End Maximizing KL-Divergence. ICML Sascha Xu, Nils Philipp Walter, Janis Kalofolias, Jilles Vreeken
2024	J	`jnl`	Learning Exceptional Subgroups by End-to-End Maximizing KL-divergence. CoRR Sascha Xu, Nils Philipp Walter, Janis Kalofolias, Jilles Vreeken
2024	J	`jnl`	Neuro-Symbolic Rule Lists. CoRR Sascha Xu, Nils Philipp Walter, Jilles Vreeken
2024	J	`jnl`	The Uncanny Valley: Exploring Adversarial Robustness from a Flatness Perspective. CoRR Nils Philipp Walter, Linara Adilova, Jilles Vreeken, Michael Kamp
2023	J	`jnl`	Finding Interpretable Class-Specific Patterns through Efficient Neural Search. CoRR Nils Philipp Walter, Jonas Fischer, Jilles Vreeken
2022	J	`jnl`	On Fragile Features and Batch Normalization in Adversarial Training. CoRR Nils Philipp Walter, David Stutz, Bernt Schiele