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    Flowchart of the specific incarnation of the BO algorithm used in the experiments. by Lisa Laux (9367681)

    Published 2020
    “…To choose the next pipeline configuration to evaluate, the BO algorithm uses an Expected Improvement function to trade off maximisation of QS with the need to fully learn the GP. …”