Convex Covariate Clustering for Classification

5 Mar 2019Daniel AndradeKenji FukumizuYuzuru Okajima

Clustering, like covariate selection for classification, is an important step to compress and interpret the data. However, clustering of covariates is often performed independently of the classification step, which can lead to undesirable clustering results that harm interpretability and compression rate... (read more)

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