Regularized k-means clustering of high-dimensional data and its asymptotic consistency

Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

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Mathematics

K-means clustering Mathematics

Clustering Mathematics

Cluster analysis Mathematics

High-dimensional da... Mathematics

Model-based cluster... Mathematics

Lasso Mathematics

Model fitting Mathematics

Dimensional analysi... Mathematics

K-means Mathematics

Sparsity Mathematics

Microarray Mathematics

Computational effic... Mathematics

Penalty Mathematics

Simplicity Mathematics

Regularization Mathematics

High-dimensional Mathematics

Eliminate Mathematics

Trade-offs Mathematics

Numerical experimen... Mathematics

Gene Mathematics

Term Mathematics

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