Jan Herrmann

According to our database, Jan Herrmann authored at least 7 papers between 2008 and 2025.

Collaborative distances:

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

2025

Mitigating Clever Hans Strategies in Image Classifiers through Generating Counterexamples.

Sidney Bender, Ole Delzer, Jan Herrmann, Heike Marxfeld, Klaus-Robert Müller, Grégoire Montavon

CoRR, October, 2025

Towards Desiderata-Driven Design of Visual Counterfactual Explainers.

Sidney Bender, Jan Herrmann, Klaus-Robert Müller, Grégoire Montavon

CoRR, June, 2025

2024

Disentangled Explanations of Neural Network Predictions by Finding Relevant Subspaces.

Pattarawat Chormai, Jan Herrmann, Klaus-Robert Müller, Grégoire Montavon

IEEE Trans. Pattern Anal. Mach. Intell., November, 2024

A Machine Learning and Explainable AI Framework Tailored for Unbalanced Experimental Catalyst Discovery.

Parastoo Semnani, Mihail Bogojeski, Florian Bley, Zizheng Zhang, Qiong Wu, Thomas Kneib, Jan Herrmann, Christoph Weisser, Florina Patcas, Klaus-Robert Müller

CoRR, 2024

2023

Towards Fixing Clever-Hans Predictors with Counterfactual Knowledge Distillation.

Sidney Bender, Christopher J. Anders, Pattarawat Chormai, Heike Marxfeld, Jan Herrmann, Grégoire Montavon

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2015

Scheduling identical parallel machines with fixed delivery dates to minimize total tardiness.

Arne Mensendiek, Jatinder N. D. Gupta, Jan Herrmann

Eur. J. Oper. Res., 2015

2008

Single-machine scheduling against due dates with past-sequence-dependent setup times.

Dirk Biskup, Jan Herrmann

Eur. J. Oper. Res., 2008