tidyHEBO modernizes HEBO in BoTorch and shows competitive-to-better, more robust sequential optimization on scientific and HPO benchmarks under default hyperparameters.
Olympus, enhanced: benchmarking mixed- parameter and multi-objective optimization in chemistry and materials science 2023
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Modernizing HEBO: a robust Bayesian optimization baseline for practical heteroskedastic and non-stationary problems
tidyHEBO modernizes HEBO in BoTorch and shows competitive-to-better, more robust sequential optimization on scientific and HPO benchmarks under default hyperparameters.