Economic Hyperparameter Optimization with Blended Search Strategy

Chi Wang, Qingyun Wu, Silu Huang, Amin Saied

Abstract: We study the problem of using low cost to search for hyperparameter configurations in a large search space with heterogeneous evaluation cost and model quality. We propose a blended search strategy...