Coupled block diagonal regularization for multi-view subspace clustering

DOI10.1007/S10618-022-00852-1OpenAlexW4287578559WikidataQ114859249 ScholiaQ114859249MaRDI QIDQ2097445

Shousheng Luo, Huazhu Chen, Wei-wei Wang

Publication date: 14 November 2022

Published in: Data Mining and Knowledge Discovery (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10618-022-00852-1

zbMATH Keywords

discriminationaffinity matrixblock diagonal regularizationcluster indicator matrixmulti-view subspace clustering

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05) Computational aspects of data analysis and big data (68T09)

Uses Software

• COSA

Cites Work

• Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers
• Equality relating Euclidean distance cone to positive semidefinite cone
• A survey on soft subspace clustering
• Robust Subspace Clustering for Multi-View Data by Exploiting Correlation Consensus
• Human Motion Segmentation via Robust Kernel Sparse Subspace Clustering
• Implicit Block Diagonal Low-Rank Representation
• Unified Discriminative and Coherent Semi-Supervised Subspace Clustering
• Structured Sparse Subspace Clustering: A Joint Affinity Learning and Subspace Clustering Framework
• Clustering Objects on Subsets of Attributes (with Discussion)
• Latent Complete Row Space Recovery for Multi-View Subspace Clustering
• Understanding Machine Learning

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