Sample-efficient Optimization Using Neural Networks

<p>The solution to many science and engineering problems includes identifying the minimum or maximum of an unknown continuous function whose evaluation inflicts non-negligible costs in terms of resources such as money, time, human attention or computational processing. In such a case, the choice of ... View More