A model aggregation approach for high-dimensional large-scale optimization

Haowei Wang, Ercong Zhang, Szu Hui Ng +1

Bayesian optimization (BO) has been widely used in machine learning and simulation optimization. With the increase in computational resources and storage capacities in these fields…