Nils Philipp Walter

According to our database, Nils Philipp Walter authored at least 11 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Learning and Naming Subgroups with Exceptional Survival Characteristics.

Mhd Jawad Al Rahwanji, Sascha Xu, Nils Philipp Walter, Jilles Vreeken

CoRR, February, 2026

2025

Can LLMs subtract numbers?

Mayank Jobanputra, Nils Philipp Walter, Maitrey Mehta, Blerta Veseli, Evan Parker Kelly Chapple, Yifan Wang, Sneha Chetani, Ellie Pavlick, Antonio Vergari, Vera Demberg

CoRR, November, 2025

Soft Instruction De-escalation Defense.

Nils Philipp Walter, Chawin Sitawarin, Jamie Hayes, David Stutz, Ilia Shumailov

CoRR, October, 2025

When Flatness Does (Not) Guarantee Adversarial Robustness.

Nils Philipp Walter, Linara Adilova, Jilles Vreeken, Michael Kamp

CoRR, October, 2025

Now you see me! A framework for obtaining class-relevant saliency maps.

Nils Philipp Walter, Jilles Vreeken, Jonas Fischer

CoRR, March, 2025

Neural Rule Lists: Learning Discretizations, Rules, and Order in One Go.

Sascha Xu, Nils Philipp Walter, Jilles Vreeken

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2024

Neuro-Symbolic Rule Lists.

Sascha Xu, Nils Philipp Walter, Jilles Vreeken

CoRR, 2024

The Uncanny Valley: Exploring Adversarial Robustness from a Flatness Perspective.

Nils Philipp Walter, Linara Adilova, Jilles Vreeken, Michael Kamp

CoRR, 2024

Learning Exceptional Subgroups by End-to-End Maximizing KL-Divergence.

Sascha Xu, Nils Philipp Walter, Janis Kalofolias, Jilles Vreeken

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Finding Interpretable Class-Specific Patterns through Efficient Neural Search.

Nils Philipp Walter, Jonas Fischer, Jilles Vreeken

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2022

On Fragile Features and Batch Normalization in Adversarial Training.

Nils Philipp Walter, David Stutz, Bernt Schiele

CoRR, 2022