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Jan H. Schoenke

Jan Hendrik Schoenke

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affiliation: University of Osnabrück, Institute of Computer Science

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2010 – 2019

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2018
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Jan H. Schoenke:
Algorithms for scalable on-line machine learning on regression tasks. University of Osnabrück, Germany, 2018, pp. 1-186
2015
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Jan H. Schoenke, Werner Brockmann:
Robustification of Self-Optimising Systems via Explicit Treatment of Uncertain Information. IFSA-EUSFLAT 2015
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Jan H. Schoenke, Werner Brockmann:
Incremental Learning on Decorrelated Approximators. ICMLA 2015: 1062-1069
2013
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  - electronic edition @ gi.de (open access)
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Werner Brockmann, Andreas Buschermöhle, Jan Hendrik Schoenke:
COBRA - A Generic Architecture for Robust Treatment of Uncertain Information. GI-Jahrestagung 2013: 2727-2741
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Andreas Buschermöhle, Jan H. Schoenke, Nils Rosemann, Werner Brockmann:
The Incremental Risk Functional: Basics of a Novel Incremental Learning Approach. SMC 2013: 1500-1505
2012
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Andreas Buschermöhle, Jan H. Schoenke, Werner Brockmann:
Uncertainty and Trust Estimation in Incrementally Learning Function Approximation. IPMU (1) 2012: 32-41
2011
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Andreas Buschermöhle, Jan H. Schoenke, Werner Brockmann:
Trusted learner: An improved algorithm for trusted incremental function approximation. CIDUE 2011: 16-24

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