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cs.DC2022
Distributed k-Means with Outliers in General Metrics
Enrico Dandolo, Andrea Pietracaprina, Geppino Pucci
Center-based clustering is a pivotal primitive for unsupervised learning and data analysis. A popular variant is undoubtedly the k-means problem, which, given a set of points f…
cs.LG2022★ 7 cited
k-Center Clustering with Outliers in Sliding Windows
Paolo Pellizzoni, Andrea Pietracaprina, Geppino Pucci
Metric -center clustering is a fundamental unsupervised learning primitive. Although widely used, this primitive is heavily affected by noise in the data, so that a more sensibl…