Adaptive hyper-prior: CHENKernelFactory#752
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emiliencgm wants to merge 3 commits intoemdgroup:dev/gpfrom
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Adaptive hyper-prior: CHENKernelFactory#752emiliencgm wants to merge 3 commits intoemdgroup:dev/gpfrom
emiliencgm wants to merge 3 commits intoemdgroup:dev/gpfrom
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This was referenced 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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[heart] Emilien CHEN reacted to your message:
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From: AdrianSosic ***@***.***>
Sent: Monday, March 2, 2026 8:56:08 AM
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Subject: Re: [emdgroup/baybe] Adaptive hyper-prior: CHENKernelFactory (PR #752)
[https://avatars.githubusercontent.com/u/23265127?s=20&v=4]AdrianSosic left a comment (emdgroup/baybe#752)<#752 (comment)>
Hi @emiliencgm<https://github.com/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<https://github.com/maxfleck> and @tstuyver<https://github.com/tstuyver> here once it's ready for you to review 🙃
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Will have to wait until I'm back from holidays 😬 |
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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