Simplifying Bayesian Optimization Via In-Context Direct Optimum Sampling

Gustavo Sutter Pessurno de Carvalho, Mohammed Abdulrahman, Hao Wang +7

The optimization of expensive black-box functions is ubiquitous in science and engineering. A common solution to this problem is Bayesian optimization (BO), which is generally comp…