How Many Initial Points Does Bayesian Optimization Need?

Mujin Cheon, James Odgers, Dong-Yeun Koh +1

Bayesian Optimization (BO) generally begins with an initialization phase: a batch of $n_0$ uninformed evaluations. The choice of $n_0$ remains largely heuristic, and we empirically…