SE optimization data clusters into a tiny fraction of possible buckets, so simple stochastic samplers can match DEHB with far less computation.
Dehb: Evolutionary hyberband for scalable, robust and efficient hyperparameter optimization,
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BINGO! Simple Optimizers Win Big if Problems Collapse to a Few Buckets
SE optimization data clusters into a tiny fraction of possible buckets, so simple stochastic samplers can match DEHB with far less computation.