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Consistent high-dimensional Bayesian variable selection via penalized credible regions
High dimensional gradient-augmented Bayesian optimization with adjoint solvers
AISTATS 2023: PF2ES for Multi-Objective Bayesian Optimization
AI - High-dimensional Bayesian optimisation - Mate with Juliusz Ziomek
An algorithm for Bayesian optimization for categorical variables informed by physical intuition with
Multi-Objective Bayesian Optimization over High-Dimensional Search Spaces, S. Daulton, et al
Bayesian Optimization
Vanilla Bayesian Optimization Performs Great in High Dimensions
[AUTOML23] SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization
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Last Updated: November 13, 2026
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