Machine Learning, Clustering, Convex Optimization, Computer Science, Artificial Intelligence.
of the convergence property of the parallel POCS method, the authors proposed a very simple yet effective (to some extent) clustering algorithm. The algorithm operates in a similar spirit to the classical K-Means algorithm, but there is a difference in the way each one treats each data point, i.e.,