2021
AutoSampling: Search for Effective Data Sampling Schedules
ICML 2021spotlight
Data sampling acts as a pivotal role in training deep learning models. However, an effective sampling schedule is difficult to learn due to its inherent high-dimension as a hyper-parameter. In this paper, we propose an AutoSampling method to automatically learn sampling schedules for model training,…