no code implementations • 25 Jan 2022 • Jian-wei Liu, Zheng-ping Ren, Run-kun Lu, Xiong-lin Luo
Real world datasets often contain noisy labels, and learning from such datasets using standard classification approaches may not produce the desired performance.
no code implementations • 25 Jan 2022 • Ya-nan Han, Jian-wei Liu, Bing-biao Xiao, Xin-Tan Wang, Xiong-lin Luo
In this paper, we proposed a new Bilevel Online Deep Learning (BODL) framework, which combine bilevel optimization strategy and online ensemble classifier.
no code implementations • 1 Jan 2022 • Jian-wei Liu, Hao-jie Xie, Run-kun Lu, Xiong-lin Luo
Multi-view learning can cover all features of data samples more comprehensively, so multi-view learning has attracted widespread attention.