806 citations · 7.4k across the 169 of their papers we have counts for
Showing 2015 · stat.MLShow all
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stat.ML2015★ 35 cited
Joint community and anomaly tracking in dynamic networks
Brian Baingana, Georgios B. Giannakis
Most real-world networks exhibit community structure, a phenomenon characterized by existence of node clusters whose intra-edge connectivity is stronger than edge connectivities be…
stat.ML2015★ 32 cited
Sketch and Validate for Big Data Clustering
Panagiotis A. Traganitis, Konstantinos Slavakis, Georgios B. Giannakis
In response to the need for learning tools tuned to big data analytics, the present paper introduces a framework for efficient clustering of huge sets of (possibly high-dimensional…