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Adaptive hyper-prior: CHENKernelFactory#752

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emiliencgm wants to merge 3 commits intoemdgroup:dev/gpfrom
emiliencgm:chen_prior
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Adaptive hyper-prior: CHENKernelFactory#752
emiliencgm wants to merge 3 commits intoemdgroup:dev/gpfrom
emiliencgm:chen_prior

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@emiliencgm emiliencgm commented Feb 26, 2026

DevPR, parent is #745

Add an adaptive hyper-prior for GP proposed in the paper:
Guanming Chen, Maximilian Fleck, Thijs Stuyver. Leveraging Hidden-Space Representations Effectively in Bayesian Optimization for Experiment Design through Dimension-Aware Hyperpriors. ChemRxiv. 09 February 2026.
DOI: https://doi.org/10.26434/chemrxiv.10001986/v2

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CLAassistant commented Feb 26, 2026

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@AdrianSosic AdrianSosic marked this pull request as draft March 2, 2026 08:51
@AdrianSosic AdrianSosic added the new feature New functionality label Mar 2, 2026
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Hi @emiliencgm, thanks for the commit ⭐ I'll take care of finalizing the PR once the necessary preparations in my dev branch are completed. Will ping you, @maxfleck and @tstuyver here once it's ready for you to review 🙃

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emiliencgm commented Mar 2, 2026 via email

@AdrianSosic AdrianSosic added the dev label Mar 2, 2026
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Hi @emiliencgm, thanks for the commit ⭐ I'll take care of finalizing the PR once the necessary preparations in my dev branch are completed. Will ping you, @maxfleck and @tstuyver here once it's ready for you to review 🙃

Will have to wait until I'm back from holidays 😬

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5 participants