17 citations · 38 across the 9 of their papers we have counts for
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stat.ML2016★ 12 cited
Clustering and Community Detection with Imbalanced Clusters
Cem Aksoylar, Jing Qian, Venkatesh Saligrama
Spectral clustering methods which are frequently used in clustering and community detection applications are sensitive to the specific graph constructions particularly when imbalan…
stat.ML2016
Learning Minimum Volume Sets and Anomaly Detectors from KNN Graphs
Jonathan Root, Venkatesh Saligrama, Jing Qian
We propose a non-parametric anomaly detection algorithm for high dimensional data. We first rank scores derived from nearest neighbor graphs on -point nominal training data. We…