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High dimensional gradient-augmented Bayesian optimization with adjoint solvers
Multi-Objective Bayesian Optimization over High-Dimensional Search Spaces, S. Daulton, et al
Vanilla Bayesian Optimization Performs Great in High Dimensions
High-Dimensional Black-Box Optimisation in Small Data Regimes | Haitham Bou Ammar
[AUTOML23] Computationally Efficient High-Dimensional Bayesian Optimization via Variable Selection
Efficient Rollout Strategies for Bayesian Optimization
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Last Updated: August 12, 2026
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