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cs.LG2020★ 8 cited
Higher-Order Spectral Clustering for Geometric Graphs
Konstantin Avrachenkov, Andrei Bobu, Maximilien Dreveton
The present paper is devoted to clustering geometric graphs. While the standard spectral clustering is often not effective for geometric graphs, we present an effective generalizat…
cs.LG2017★ 10 cited
Clustering with feature selection using alternating minimization, Application to computational biology
Cyprien Gilet, Marie Deprez, Jean-Baptiste Caillau +1
This paper deals with unsupervised clustering with feature selection. The problem is to estimate both labels and a sparse projection matrix of weights. To address this combinatoria…