Designing over uncertain outcomes with stochastic sampling Bayesian optimization

Peter D. Tonner, Daniel V. Samarov, A. Gilad Kusne

Optimization is becoming increasingly common in scientific and engineering domains. Oftentimes, these problems involve various levels of stochasticity or uncertainty in generating…