DBO-Net: Differentiable Bi-level Optimization Network for Multi-view Clustering

Zihan Fang,Shide Du,Xincan Lin,Jinbin Yang,Shiping Wang,Yiqing Shi

Information Sciences（2023）

引用 7|浏览10

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摘要

•Propose a differentiable bi-level optimization network for multi-view clustering.•Construct an interpretable network by stacking multiple differentiable block networks.•Integrate traditional optimization methods with deep learning.•Perform both explicit and implicit optimization simultaneously.

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关键词

Multi-view clustering,Interpretable deep learning,Bi-level optimization,Differentiable network

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