Fast Multiplier Methods to Optimize Non-exhaustive, Overlapping Clustering

Yangyang Hou, Joyce Jiyoung Whang, David F. Gleich +1

Clustering is one of the most fundamental and important tasks in data mining. Traditional clustering algorithms, such as K-means, assign every data point to exactly one cluster. Ho…