Author

Dong-Yeun Koh

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Jul 2026

How Many Initial Points Does Bayesian Optimization Need?

It is empirically observed that the total cost of Bayesian Optimization is U-shaped in $n_0$, and this tradeoff persists across MLE, Bayesian MCMC, and exact GP hyperparameters, as well as across acquisition functions.

Mujin Cheon, J. Odgers, Dong-Yeun Koh et al. · arXiv.org · 0 citations