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Implement LogEI #456

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apaleyes opened this issue Nov 20, 2023 · 0 comments
Open

Implement LogEI #456

apaleyes opened this issue Nov 20, 2023 · 0 comments

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@apaleyes
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This paper from people behind BoTorch suggests LogEI acquisition function that can be used as a stand-in replacement for EI, with the performance being equal or better: https://arxiv.org/abs/2310.20708

I feel this is ready to be implemented straight into the main Emukit library.
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@apaleyes