Sparse probabilistic K-means

DOI10.1016/j.amc.2020.125328OpenAlexW3024808812MaRDI QIDQ2185434

Sangwoon Yun, Joyce Jiyoung Whang, Yoon Mo Jung

Publication date: 4 June 2020

Published in: Applied Mathematics and Computation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.amc.2020.125328

zbMATH Keywords

clusteringalternating minimizationK-means

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Pattern recognition, speech recognition (68T10)

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Cites Work

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• Non-convex TV denoising corrupted by impulse noise
• Sparse and Redundant Representations
• Least squares quantization in PCM
• Regularization and Variable Selection Via the Elastic Net
• Stratifying High-Dimensional Data Based on Proximity to the Convex Hull Boundary
• Compressed sensing
• Convergence of a block coordinate descent method for nondifferentiable minimization

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