Jacob Kauffmann
Jacob Kauffmann
Verified email at tu-berlin.de
Title
Cited by
Cited by
Year
Towards explaining anomalies: a deep Taylor decomposition of one-class models
J Kauffmann, KR Müller, G Montavon
Pattern Recognition 101, 107198, 2020
342020
From clustering to cluster explanations via neural networks
J Kauffmann, M Esders, G Montavon, W Samek, KR Müller
arXiv preprint arXiv:1906.07633, 2019
272019
A unifying review of deep and shallow anomaly detection
L Ruff, JR Kauffmann, RA Vandermeulen, G Montavon, W Samek, M Kloft, ...
Proceedings of the IEEE, 2021
242021
The Clever Hans effect in anomaly detection
J Kauffmann, L Ruff, G Montavon, KR Müller
arXiv preprint arXiv:2006.10609, 2020
52020
Unsupervised Detection and Explanation of Latent-class Contextual Anomalies
J Kauffmann, G Montavon, LA Lima, S Nakajima, KR Müller, N Görnitz
arXiv preprint arXiv:1806.11326, 2018
2018
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Articles 1–5