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years. Previous and short-term stays in Germany (such as visiting professorship) do not usually exclude a candidate from nomination. In cases of doubt, please contact us at info[at]avh.de so we can
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exclude a candidate from nomination. In cases of doubt, please contact us at info[at]avh.de so we can advise you. Can a German national be nominated? You may nominate academics with German citizenship
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. This involves 'handcrafted' expert systems, which are good at reasoning about narrowly defined problems, but poor at handling uncertainty and have no ability to learn or abstract/generalise. In that sense
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and cost outcomes, which include but are not limited to Statistical (risk) modelling, Model calibration and uncertainty estimation, Causal learning for explainable machine learning, Transparent
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. Kontakt: johannes.betz@tum.de More Information https://www.mos.ed.tum.de/en/afs/career/our-jobs/planning-uncertainty-1/
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: You will study the effects of privacy-preserving machine learning on memorisation, fairness, interpretability and model uncertainty utilising techniques from information theory and quantitative
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will research strategies on including physics and enhance active learning as well as aim at reducing catastrophic forgetting. You will research how to uncover uncertainties that are hidden to sensors and
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radiative transfer modelling (2) explore the near-real time inversion of remote sensing of forest disturbances using emulation (3) use a library of digital twin forests to understand the uncertainties in
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measurement techniques to reduce uncertainties and biases in N flux monitoring, including proximal sensing, remote sensing, Eddy covariance and in-situ continuous sampling accompanied by traditional laboratory
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uncertainties and biases in N flux monitoring, including proximal sensing, remote sensing, Eddy covariance and in-situ continuous sampling accompanied by traditional laboratory analyses. NitroScope will benefit