Search Results for author: Xiong-lin Luo

Found 3 papers, 0 papers with code

GMM Discriminant Analysis with Noisy Label for Each Class

no code implementations25 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.

Bilevel Online Deep Learning in Non-stationary Environment

no code implementations25 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.

Bilevel Optimization

Multi-view Subspace Adaptive Learning via Autoencoder and Attention

no code implementations1 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.

Clustering MULTI-VIEW LEARNING

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