Foundations of Comparison-Based Hierarchical Clustering

Debarghya Ghoshdastidar, Michaël Perrot, Ulrike von Luxburg

Neural Information Processing Systems 

The definition of clustering as the task of grouping similar objects emphasizes the importance of assessing similarity scores for the process of clustering.

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