Oliver Eberle
Overview
Explore the profile of Oliver Eberle including associated specialties, affiliations and a list of published articles.
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Articles
3
Citations
21
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0
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Recent Articles
1.
Eberle O, Buttner J, El-Hajj H, Montavon G, Muller K, Valleriani M
Sci Adv
. 2024 Oct;
10(43):eadj1719.
PMID: 39441928
Understanding the evolution and dissemination of human knowledge over time faces challenges due to the abundance of historical materials and limited specialist resources. However, the digitization of historical archives presents...
2.
Schnake T, Eberle O, Lederer J, Nakajima S, Schutt K, Muller K, et al.
IEEE Trans Pattern Anal Mach Intell
. 2021 Sep;
44(11):7581-7596.
PMID: 34559639
Graph Neural Networks (GNNs) are a popular approach for predicting graph structured data. As GNNs tightly entangle the input graph into the neural network structure, common explainable AI approaches are...
3.
Eberle O, Buttner J, Krautli F, Muller K, Valleriani M, Montavon G
IEEE Trans Pattern Anal Mach Intell
. 2020 Sep;
44(3):1149-1161.
PMID: 32870784
Many learning algorithms such as kernel machines, nearest neighbors, clustering, or anomaly detection, are based on distances or similarities. Before similarities are used for training an actual machine learning model,...