tidyHEBO modernizes HEBO in BoTorch and shows competitive-to-better, more robust sequential optimization on scientific and HPO benchmarks under default hyperparameters.
Bayesian o ptimization with adaptive surrogate models for automated experimental design
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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.