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Merge pull request #152 from Scienfitz/patch-1
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Update project-26-baybes.md
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sgbaird authored Apr 12, 2024
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22 changes: 12 additions & 10 deletions _projects/project-26-baybes.md
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Expand Up @@ -3,19 +3,19 @@ number: 26 # leave as-is, maintainers will adjust
title: Multiple-Context Bayesian Optimization
topic: general
team_leads:
- Joscha Hoche (Merck KGaA / EMD group, @hochej)
- Viola Muning Li (Merck KGaA / EMD group, @vola-m-li)
- Marcel Mueller (Merck KGaA / EMD group and University of Bonn, @marcelmbn and @marcelmuellergdi)
- Rim Rihana (Merck KGaA / EMD group, @RimRihana)
- Tobias Ploetz (Merck KGaA / EMD group, @tobiasploetz)
- Joscha Hoche (Merck KGaA / EMD group) @hochej
- Viola Muning Li (Merck KGaA / EMD group) @vola-m-li
- Marcel Mueller (Merck KGaA / EMD group and University of Bonn) @marcelmbn, @marcelmuellergdi
- Rim Rihana (Merck KGaA / EMD group) @RimRihana
- Tobias Ploetz (Merck KGaA / EMD group) @tobiasploetz

# Comment these lines by prepending the pound symbol (#) to each line to hide these elements
contributors:
- Martin Fitzner (Merck KGaA / EMD group, @Scienfitz)
- Alexander Hopp (Merck KGaA / EMD group, @AVHopp)
- Martin Fitzner (Merck KGaA / EMD group) @Scienfitz
- Alexander Hopp (Merck KGaA / EMD group) @AVHopp

# github: AC-BO-Hackathon/<your-repo-name>
# youtube_video: <your-video-id>
github: AC-BO-Hackathon/project-26-multiple-context-bo
youtube_video: wK266A0TvZ4

---

Expand All @@ -25,6 +25,8 @@ In multi-context BO (which could also be referred to as transfer learning), the

In this project, we aim to investigate _(i)_ the multiple-context performance of BO frameworks on existing benchmarks, _(ii)_ develop new benchmarks for such tasks based on existing data, and _(iii)_ possibly also investigate different ways of incorporating prior knowledge into the model.

Check our submission post [here on X](https://x.com/Scienfitz/status/1777346768105058318) and [here on LinkedIn](https://www.linkedin.com/posts/martinfitzner_i-hope-you-enjoyed-the-bo-hackathon-a-week-activity-7183091952010022914-lHEn)!

References:
- [https://github.com/emdgroup/baybe](https://github.com/emdgroup/baybe)

- [Transfer Learning in BayBE](https://emdgroup.github.io/baybe/userguide/transfer_learning.html)

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