k-Center Clustering with Outliers in Sliding Windows

Paolo Pellizzoni, Andrea Pietracaprina, Geppino Pucci

Metric $k$-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…