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    Maximum Likelihood Uncertainty Estimation: Robustness to Outliers

    Free access
    Nair, Deebul / Hochgeschwender, Nico / Olivares-Mendez, Miguel | German Aerospace Center (DLR) | 2022
    Keywords: Machine Learning , Deep Learning

    Generalizability of Code Clone Detection on CodeBERT

    Free access
    Sonnekalb, Tim / Gruner, Bernd / Brust, Clemens-Alexander et al. | German Aerospace Center (DLR) | 2022
    Keywords: machine learning on code

    Applicability of machine learning in uncertainty quantification of turbulence models

    Free access
    Matha, Marcel / Kucharczyk, Karsten | German Aerospace Center (DLR) | 2022
    Keywords: machine learning

    Applicability of machine learning in uncertainty quantification of turbulence models

    Free access
    Matha, Marcel / Kucharczyk, Karsten | German Aerospace Center (DLR) | 2022
    Keywords: machine learning

    Progressive Bayesian Neural Networks

    Free access
    Schnaus, Dominik | German Aerospace Center (DLR) | 2021
    Keywords: Continual Learning

    Estimating Model Uncertainty of Neural Networks in Sparse Information Form

    Free access
    Lee, Jongseok / Humt, Matthias / Feng, Jianxiang et al. | German Aerospace Center (DLR) | 2020
    Keywords: Bayesian Deep Learning

    Using Visualization of Convolutional Neural Networks in Virtual Reality for Machine Learning Newcomers

    Free access
    Meissler, Nadine / Wohlan, Annika / Hochgeschwender, Nico et al. | German Aerospace Center (DLR) | 2019
    Keywords: knowledge learning

    Conditional independence testing based on a nearest-neighbor estimator of conditional mutual information

    Free access
    Runge, Jakob | German Aerospace Center (DLR) | 2018
    Keywords: machine learning