Tobias Schumacher

According to our database, Tobias Schumacher authored at least 8 papers between 2019 and 2025.

Collaborative distances:

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

2025

Similarity of Neural Network Models: A Survey of Functional and Representational Measures.

Max Klabunde, Tobias Schumacher, Markus Strohmaier, Florian Lemmerich

ACM Comput. Surv., September, 2025

Properties of Group Fairness Measures for Rankings.

Tobias Schumacher, Marlene Lutz, Sandipan Sikdar, Markus Strohmaier

ACM Trans. Soc. Comput., June, 2025

ReSi: A Comprehensive Benchmark for Representational Similarity Measures.

Max Klabunde, Tassilo Wald, Tobias Schumacher, Klaus H. Maier-Hein, Markus Strohmaier, Florian Lemmerich

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2022

Properties of Group Fairness Metrics for Rankings.

Tobias Schumacher, Marlene Lutz, Sandipan Sikdar, Markus Strohmaier

CoRR, 2022

2021

A Comparative Evaluation of Quantification Methods.

Tobias Schumacher, Markus Strohmaier, Florian Lemmerich

CoRR, 2021

The Effects of Randomness on the Stability of Node Embeddings.

Tobias Schumacher, Hinrikus Wolf, Martin Ritzert, Florian Lemmerich, Martin Grohe, Markus Strohmaier

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2021

2020

The Effects of Randomness on the Stability of Node Embeddings.

Tobias Schumacher, Hinrikus Wolf, Martin Ritzert, Florian Lemmerich, Jan Bachmann, Florian Frantzen, Max Klabunde, Martin Grohe, Markus Strohmaier

CoRR, 2020

2019

Privacy Attacks on Network Embeddings.

Michael Ellers, Michael Cochez, Tobias Schumacher, Markus Strohmaier, Florian Lemmerich

CoRR, 2019