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David Limmer

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Interpreting Machine Learning From the Perspective of Nonequilibrium SystemsInterpretable Machine Learning in Natural and Social Sciences (2022)2022-06-27
Presents a concrete method that turns rare-event sampling into an importance-sampling problem over trajectories by learning an optimal drift using policy…
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Panel on Interpretability in the Physical SciencesInterpretable Machine Learning in Natural and Social Sciences (2022)2022-06-27
Panel shows concrete methods: variational optimization of an optimal force (solution of a backward/Governorov-type equation) to drive and analyze rare…
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