AutoML from Service Provider's Perspective: Multi-device, Multi-tenant Model Selection with GP-EI

Chen Yu, Bojan Karlas, Jie Zhong, Ce Zhang, Ji Liu

Abstract: AutoML has become a popular service that is provided by most leading cloud service providers today. In this paper, we focus on the AutoML problem from the \emph{service provider’s perspective}, mot...