Robust Clustering Using Outlier-Sparsity Regularization

Pedro A. Forero, Vassilis Kekatos, Georgios B. Giannakis

Notwithstanding the popularity of conventional clustering algorithms such as K-means and probabilistic clustering, their clustering results are sensitive to the presence of outlier…