BROCCOLI: overlapping and outlier-robust biclustering through proximal stochastic gradient descent

DOI10.1007/s10618-021-00787-zzbMath1491.62047OpenAlexW3191236559MaRDI QIDQ2066656

Gianvito Pio, Michelangelo Ceci, Sibylle Hess, Michiel E. Hochstenbach

Publication date: 14 January 2022

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

Full work available at URL: https://doi.org/10.1007/s10618-021-00787-z

zbMATH Keywords

biclusteringco-clusteringmatrix tri-factorizationbinary robust co-clustering optimization through alternating linearized minimization (BROCCOLI)proximal stochastic gradient descent

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30)

Related Items (2)

Topological biclustering ARTMAP for identifying within bicluster relationships ⋮ Clustering categorical data: soft rounding \(k\)-modes

Uses Software

• PROXIMUS
• FABIA
• PAL-Tiling
• ComiRNet

Cites Work

• Unnamed Item
• Proximal alternating linearized minimization for nonconvex and nonsmooth problems
• Generalization of clustering agreements and distances for overlapping clusters and network communities
• The PRIMPING routine -- tiling through proximal alternating linearized minimization
• Additive two-mode clustering: The error-variance approach revisited
• Noise-free latent block model for high dimensional data
• Least squares quantization in PCM

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