Browsing Mathematics (Faculty of) by Subject "Theoretical foundations"
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Towards Theoretical Foundations of Clustering
(University of Waterloo, 2012-07-20)Clustering is a central unsupervised learning task with a wide variety of applications. Unlike in supervised learning, different clustering algorithms may yield dramatically different outputs for the same input sets. As ...