Philip Naumann

According to our database, Philip Naumann authored at least 6 papers between 2021 and 2026.

Collaborative distances:

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

2026

Wasserstein Distances Made Explainable: Insights Into Dataset Shifts and Transport Phenomena.

Philip Naumann, Jacob R. Kauffmann, Grégoire Montavon

IEEE Trans. Pattern Anal. Mach. Intell., June, 2026

Reliable Modeling of Distribution Shifts via Displacement-Reshaped Optimal Transport.

Philip Naumann, Jacob R. Kauffmann, Klaus-Robert Müller, Grégoire Montavon

CoRR, May, 2026

Efficient and Resilient Machine Learning for Industrial Applications.

Philipp Wissmann, Philip Naumann, Daniel Hein, Steffen Udluft, Marc Weber, Simon Leszek, Thomas A. Runkler

Proceedings of the 34th European Symposium on Artificial Neural Networks, 2026

2025

Towards Robust Foundation Models for Digital Pathology.

Jonah Kömen, Edwin D. de Jong, Julius Hense, Hannah Marienwald, Jonas Dippel, Philip Naumann, Eric Marcus, Lukas Ruff, Maximilian Alber, Jonas Teuwen, Frederick Klauschen, Klaus-Robert Müller

CoRR, July, 2025

2024

Towards XAI for Optimal Transport.

Philip Naumann

Proceedings of the Joint Proceedings of the xAI 2024 Late-breaking Work, 2024

2021

Consequence-Aware Sequential Counterfactual Generation.

Philip Naumann, Eirini Ntoutsi

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021