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20202026
most citedHEBO Pushing The Limits of Sample-Efficient Hyperparameter Optimisation

19 citations · 35 across the 8 of their papers we have counts for

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cs.LG2023★ 4 cited

End-to-End Meta-Bayesian Optimisation with Transformer Neural Processes

Alexandre Maraval, Matthieu Zimmer, Antoine Grosnit +1

Meta-Bayesian optimisation (meta-BO) aims to improve the sample efficiency of Bayesian optimisation by leveraging data from related tasks. While previous methods successfully meta-…