Concepedia

Thomas Schnake

TS

5

Publications

356

Citations

5

H-Index

2019

Active since

Affiliations

Technische Universität Berlin(Current)

Korea University

Thomas Schnake is an author at Technische Universität Berlin specializing in deep learning, engineering, and computer science.

Top concepts

EngineeringData ScienceDeep LearningComputer ScienceMachine LearningBusinessGraph TheoryExplainable AiMachine VisionNetwork Science

Publications per year

2019–2025

5

Publications

5

Higher-Order Explanations of Graph Neural Networks via Relevant Walks

Thomas Schnake, Oliver Eberle, Jonas Lederer et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2021 · 238 citations · Full text

Self-Attentive, Multi-Context One-Class Classification for Unsupervised Anomaly Detection on Text

Lukas Ruff, Yury Zemlyanskiy, Robert A. Vandermeulen et al. · 2019 · 57 citations · Full text

XAI for Transformers: Better Explanations through Conservative Propagation

Ameen Ali, Thomas Schnake, Oliver Eberle et al. · arXiv (Cornell University) · 2022 · 26 citations · Full text

Machine Vision, Machine Learning, Data Science +14

XAI for Graphs: Explaining Graph Neural Network Predictions by Identifying Relevant Walks

Thomas Schnake, Oliver Eberle, Jonas Lederer et al. · arXiv (Cornell University) · 2020 · 25 citations · Full text

Artificial Intelligence, Geometric Learning, Engineering +18

Analyzing Atomic Interactions in Molecules as Learned by Neural Networks

Malte Esders, Thomas Schnake, Jonas Lederer et al. · Journal of Chemical Theory and Computation · 2025 · 10 citations · Full text

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