Title: Reproducible and Efficient Automated Deep Learning

Speaker:  Dr. Xuanyi Dong  ( University of Technology, Sydney )

Time: Wed, Nov.25 2020, PM: 15:00-16:00

Location:  4318, Building No.4, Wushan Campus

Inviter: Prof. Shenquan Liu

Abstract:

      In the past years, automated deep learning (AutoDL) significantly reduced manual efforts and improved deep model design, hyper-parameter selection, etc. Despite these exciting improvements, the quality of scientific empirical evaluations in the young AutoDL is still lacking behind that of other DL areas. In this talk, I will introduce how to do reproducible research in AutoDL and my recent progress on efficient AutoDL.