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Minor update to botorch release notes (pre-release) (#2144)
Summary: Pull Request resolved: #2144 See title Reviewed By: saitcakmak, mgarrard Differential Revision: D51998916 fbshipit-source-id: 6e7ef91c203a61228970c32cf4de311bb4e560f8
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CHANGELOG.md

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@@ -7,10 +7,8 @@ The release log for BoTorch.
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#### New features
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Hypervolume Knowledge Gradient (HVKG):
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* 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).
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* Add initializer for one-shot HVKG (#1982).
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* 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).
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* Add tutorial on decoupled Multi-Objective Bayesian Optimization (MOBO) with HVKG (#2094).
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* Illustrate how to use Multi-Fidelity HVKG (MV-HVKG) (#2101).
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Other new features:
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* Add `MultiOutputFixedCostModel`, which is useful for decoupled scenarios where the objectives have different costs (#2093).

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