Thomas Schnake

Orcid: 0009-0006-3768-0259

According to our database1, Thomas Schnake authored at least 8 papers between 2019 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2025
Towards symbolic XAI - explanation through human understandable logical relationships between features.
Inf. Fusion, 2025

2024
xMIL: Insightful Explanations for Multiple Instance Learning in Histopathology.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023
Relevant Walk Search for Explaining Graph Neural Networks.
Proceedings of the International Conference on Machine Learning, 2023

2022
Higher-Order Explanations of Graph Neural Networks via Relevant Walks.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Efficient Computation of Higher-Order Subgraph Attribution via Message Passing.
Proceedings of the International Conference on Machine Learning, 2022

XAI for Transformers: Better Explanations through Conservative Propagation.
Proceedings of the International Conference on Machine Learning, 2022

2020
XAI for Graphs: Explaining Graph Neural Network Predictions by Identifying Relevant Walks.
CoRR, 2020

2019
Self-Attentive, Multi-Context One-Class Classification for Unsupervised Anomaly Detection on Text.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019


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