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Showing 1 to 1 of 1 for “"Unsupervised learning, clustering, optimization, semidefinite programming"”.
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Statistical and algorithmic foundation of K-means clustering
Clustering is a widely deployed unsupervised learning tool. Given data in the Euclidean spoace, K-means clustering is one of the most commonly used clustering methods, which minimize the distance between each point to the centroid of its assigned cluster. Among the popular clustering methods, SDP …