Klaus-Robert Müller

Klaus-Robert Müller (born 1964 in Karlsruhe, West Germany) is a German computer scientist and physicist, most noted for his work in machine learning and brain–computer interfaces. Provided by Wikipedia
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  1. 1
    An explainable AI framework for robust and transparent data-driven wind turbine power curve models

    An explainable AI framework for robust and transparent data-driven wind turbine power curve models by Simon Letzgus, Klaus-Robert Müller

    Published 2024-01-01
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  2. 2
    Polynomial-Time Constrained Message Passing for Exact MAP Inference on Discrete Models with Global Dependencies

    Polynomial-Time Constrained Message Passing for Exact MAP Inference on Discrete Models with Global Dependencies by Alexander Bauer, Shinichi Nakajima, Klaus-Robert Müller

    Published 2023-06-01
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  3. 3
    Self-Supervised Autoencoders for Visual Anomaly Detection

    Self-Supervised Autoencoders for Visual Anomaly Detection by Alexander Bauer, Shinichi Nakajima, Klaus-Robert Müller

    Published 2024-12-01
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  4. 4
    Analyzing Neuroimaging Data Through Recurrent Deep Learning Models

    Analyzing Neuroimaging Data Through Recurrent Deep Learning Models by Armin W. Thomas, Armin W. Thomas, Armin W. Thomas, Armin W. Thomas, Hauke R. Heekeren, Hauke R. Heekeren, Klaus-Robert Müller, Klaus-Robert Müller, Klaus-Robert Müller, Wojciech Samek

    Published 2019-12-01
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  5. 5
    19233 Basis profile curve identification to understand electrical stimulation effects in human brain networks

    19233 Basis profile curve identification to understand electrical stimulation effects in human brain networks by Kai J. Miller, Klaus-Robert Muller, Dora Hermes

    Published 2021-03-01
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  6. 6
    Towards zero training for brain-computer interfacing.

    Towards zero training for brain-computer interfacing. by Matthias Krauledat, Michael Tangermann, Benjamin Blankertz, Klaus-Robert Müller

    Published 2008-01-01
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  7. 7
    A Euclidean transformer for fast and stable machine learned force fields

    A Euclidean transformer for fast and stable machine learned force fields by J. Thorben Frank, Oliver T. Unke, Klaus-Robert Müller, Stefan Chmiela

    Published 2024-08-01
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  8. 8
    Three-way analysis of spectrospatial electromyography data: classification and interpretation.

    Three-way analysis of spectrospatial electromyography data: classification and interpretation. by Jukka-Pekka Kauppi, Janne Hahne, Klaus-Robert Müller, Aapo Hyvärinen

    Published 2015-01-01
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  9. 9
    Improvement of Information Transfer Rates Using a Hybrid EEG-NIRS Brain-Computer Interface with a Short Trial Length: Offline and Pseudo-Online Analyses

    Improvement of Information Transfer Rates Using a Hybrid EEG-NIRS Brain-Computer Interface with a Short Trial Length: Offline and Pseudo-Online Analyses by Jaeyoung Shin, Do-Won Kim, Klaus-Robert Müller, Han-Jeong Hwang

    Published 2018-06-01
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  10. 10
    True zero-training brain-computer interfacing--an online study.

    True zero-training brain-computer interfacing--an online study. by Pieter-Jan Kindermans, Martijn Schreuder, Benjamin Schrauwen, Klaus-Robert Müller, Michael Tangermann

    Published 2014-01-01
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  11. 11
    To pretrain or not? A systematic analysis of the benefits of pretraining in diabetic retinopathy.

    To pretrain or not? A systematic analysis of the benefits of pretraining in diabetic retinopathy. by Vignesh Srinivasan, Nils Strodthoff, Jackie Ma, Alexander Binder, Klaus-Robert Müller, Wojciech Samek

    Published 2022-01-01
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  12. 12
    To pretrain or not? A systematic analysis of the benefits of pretraining in diabetic retinopathy

    To pretrain or not? A systematic analysis of the benefits of pretraining in diabetic retinopathy by Vignesh Srinivasan, Nils Strodthoff, Jackie Ma, Alexander Binder, Klaus-Robert Müller, Wojciech Samek

    Published 2022-01-01
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  13. 13
    The QCML dataset, Quantum chemistry reference data from 33.5M DFT and 14.7B semi-empirical calculations

    The QCML dataset, Quantum chemistry reference data from 33.5M DFT and 14.7B semi-empirical calculations by Stefan Ganscha, Oliver T. Unke, Daniel Ahlin, Hartmut Maennel, Sergii Kashubin, Klaus-Robert Müller

    Published 2025-03-01
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  14. 14
    SVM2Motif--Reconstructing Overlapping DNA Sequence Motifs by Mimicking an SVM Predictor.

    SVM2Motif--Reconstructing Overlapping DNA Sequence Motifs by Mimicking an SVM Predictor. by Marina M-C Vidovic, Nico Görnitz, Klaus-Robert Müller, Gunnar Rätsch, Marius Kloft

    Published 2015-01-01
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  15. 15
    Inverse design of 3d molecular structures with conditional generative neural networks

    Inverse design of 3d molecular structures with conditional generative neural networks by Niklas W. A. Gebauer, Michael Gastegger, Stefaan S. P. Hessmann, Klaus-Robert Müller, Kristof T. Schütt

    Published 2022-02-01
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  16. 16
    Patient-level proteomic network prediction by explainable artificial intelligence

    Patient-level proteomic network prediction by explainable artificial intelligence by Philipp Keyl, Michael Bockmayr, Daniel Heim, Gabriel Dernbach, Grégoire Montavon, Klaus-Robert Müller, Frederick Klauschen

    Published 2022-06-01
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  17. 17
    Towards CRISP-ML(Q): A Machine Learning Process Model with Quality Assurance Methodology

    Towards CRISP-ML(Q): A Machine Learning Process Model with Quality Assurance Methodology by Stefan Studer, Thanh Binh Bui, Christian Drescher, Alexander Hanuschkin, Ludwig Winkler, Steven Peters, Klaus-Robert Müller

    Published 2021-04-01
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  18. 18
    Molecular relaxation by reverse diffusion with time step prediction

    Molecular relaxation by reverse diffusion with time step prediction by Khaled Kahouli, Stefaan Simon Pierre Hessmann, Klaus-Robert Müller, Shinichi Nakajima, Stefan Gugler, Niklas Wolf Andreas Gebauer

    Published 2024-01-01
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  19. 19
    Insights from classifying visual concepts with multiple kernel learning.

    Insights from classifying visual concepts with multiple kernel learning. by Alexander Binder, Shinichi Nakajima, Marius Kloft, Christina Müller, Wojciech Samek, Ulf Brefeld, Klaus-Robert Müller, Motoaki Kawanabe

    Published 2012-01-01
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  20. 20
    Risk estimation of SARS-CoV-2 transmission from bluetooth low energy measurements

    Risk estimation of SARS-CoV-2 transmission from bluetooth low energy measurements by Felix Sattler, Jackie Ma, Patrick Wagner, David Neumann, Markus Wenzel, Ralf Schäfer, Wojciech Samek, Klaus-Robert Müller, Thomas Wiegand

    Published 2020-10-01
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