Liheng Yuan

Recent Advances in Concept Drift Adaptation Methods for Deep Learning

In the ``Big Data'' age, the amount and distribution of data have increased wildly and changed over time in various time-series-based tasks, e.g weather prediction, network intrusion detection. However, deep learning models may become outdated facing variable input data distribution, which is called…