ICML 2019 Expo Talk

July 18, 2021

Expo 2019 Schedule »

AutoML Suite: From parallel Modeling to Enterprise Scenarios

Sponsor: Inspur Electronic Information Industry Co.,Ltd

Feng Li (Sponsor)

Feng Li (Sponsor)


Thanks to the development of deep learning and related ML techniques, more and more industries are banifit from these data-based modeling methods. However, the desing and tuning of a model to perfectly match a specific requirement are time consuming tasks and requiring expertise. Recently, automatic machine learning(AutoML) seems to be a promising way to solve this issue. In this talk we will give a brief review of AutoML and introduce some key ideas in our AutoML system including but not limited to the GAN-based model search, RBO for hyperparameters search, parallel extension and post-processing etc.