53 citations · 63 across the 2 of their papers we have counts for
2 papers
cs.LG2022★ 10 cited
Online Deep Learning based on Auto-Encoder
Si-si Zhang, Jian-wei Liu, Xin Zuo +2
Online learning is an important technical means for sketching massive real-time and high-speed data. Although this direction has attracted intensive attention, most of the literatu…
cs.LG2022★ 53 cited
Adaptive Online Incremental Learning for Evolving Data Streams
Si-si Zhang, Jian-wei Liu, Xin Zuo
Recent years have witnessed growing interests in online incremental learning. However, there are three major challenges in this area. The first major difficulty is concept drift, t…