Concepedia
Statistics
Publications
6
Citations
402
H-Index
Active since
2020
Affiliations
Technische Universität Berlin(Current)
Korea University
Max Planck Institute for the History of Science
Max Planck Institute for Informatics
Oliver Eberle is an author at Technische Universität Berlin specializing in machine learning, computing, and computer science.
Publications per year
2020–2023
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 · 255 citations · Full text
Computing, Computer Science, Artificial Intelligence +10
Building and Interpreting Deep Similarity Models
Oliver Eberle, Jochen Büttner, Florian Kräutli et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2020 · 67 citations · Full text
Computing, Computer Science, Data Mining +16
XAI for Transformers: Better Explanations through Conservative Propagation
Ameen Ali, Thomas Schnake, Oliver Eberle et al. · arXiv (Cornell University) · 2022 · 26 citations · Full text
Computing, Computer Science, Artificial Intelligence +16
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
Computing, Computer Science, Algorithms +12
Do Transformer Models Show Similar Attention Patterns to Task-Specific Human Gaze?
Oliver Eberle, Stephanie Brandl, Jonas Pilot et al. · Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · 2022 · 16 citations · Full text
Computing, Computer Science, Machine Learning +16
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