Author

Wenbo Li

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Open access Aug 2026

Efficient Multi-View Clustering Through Pairwise Co-Regularization Non-Negative Matrix Factorization with Sparse Constraints

A pairwise co-regularization mechanism is introduced to capture cross-view structural correlations by measuring the similarity between view-specific coefficient matrices and a stochastic acceleration strategy is incorporated to expedite convergence.

Wenbo Li, Jinxuan Liu, Xiao-Ping Xu et al. · Mathematics · 0 citations