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Minor update to botorch release notes (pre-release) (#2144)
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Summary:
Pull Request resolved: #2144

See title

Reviewed By: saitcakmak, mgarrard

Differential Revision: D51998916

fbshipit-source-id: 6e7ef91c203a61228970c32cf4de311bb4e560f8
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Balandat authored and facebook-github-bot committed Dec 8, 2023
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4 changes: 1 addition & 3 deletions CHANGELOG.md
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Expand Up @@ -7,10 +7,8 @@ The release log for BoTorch.
#### New features

Hypervolume Knowledge Gradient (HVKG):
* Add `qHypervolumeKnowledgeGradient`, which seeks to maximize the difference in hypervolume of the hypervolume-maximizing set of a fixed size after conditioning the unknown observation(s) that would be received if X were evaluated (#1950).
* Add initializer for one-shot HVKG (#1982).
* Add `qHypervolumeKnowledgeGradient`, which seeks to maximize the difference in hypervolume of the hypervolume-maximizing set of a fixed size after conditioning the unknown observation(s) that would be received if X were evaluated (#1950, #1982, #2101).
* Add tutorial on decoupled Multi-Objective Bayesian Optimization (MOBO) with HVKG (#2094).
* Illustrate how to use Multi-Fidelity HVKG (MV-HVKG) (#2101).

Other new features:
* Add `MultiOutputFixedCostModel`, which is useful for decoupled scenarios where the objectives have different costs (#2093).
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