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Clustering subgaussian mixtures by semidefinite programming
Work
Year: 2017
Type: article
Abstract: We introduce a model-free relax-and-round algorithm for k-means clustering based on a semidefinite relaxation due to Peng and Wei (2007, SIAM J. Optim., 18, 186–205). The algorithm interprets the outp... more
Source: Information and Inference A Journal of the IMA
Authors Dustin G. Mixon, Soledad Villar, Rachel Ward
Institutions U.S. Air Force Institute of Technology, The University of Texas at Austin
Cites: 18
Cited by: 52
Related to: 10
FWCI: 4.536
Citation percentile (by year/subfield): 88.6
Topic: Bayesian Methods and Mixture Models
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Open Access status: bronze