ICML 2019 Expo Talk

July 12, 2020

Expo 2019 Schedule »

AutoML Suite: From parallel Modeling to Enterprise Scenarios

Sponsor: Inspur Electronic Information Industry Co.,Ltd

Organizers:
Feng Li (Sponsor)

Presenters:
Feng Li (Sponsor)

Abstract:

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.