74 citations · 140 across the 34 of their papers we have counts for
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cs.LG2017
Semi-supervised model-based clustering with controlled clusters leakage
Marek Śmieja, Łukasz Struski, Jacek Tabor
In this paper, we focus on finding clusters in partially categorized data sets. We propose a semi-supervised version of Gaussian mixture model, called C3L, which retrieves natural…
cs.LG2017
Pointed subspace approach to incomplete data
Łukasz Struski, Marek Śmieja, Jacek Tabor
Incomplete data are often represented as vectors with filled missing attributes joined with flag vectors indicating missing components. In this paper we generalize this approach an…