30 citations · 74 across the 8 of their papers we have counts for
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cs.LG2022
Robust Consensus Clustering and its Applications for Advertising Forecasting
Deguang Kong, Miao Lu, Konstantin Shmakov +1
Consensus clustering aggregates partitions in order to find a better fit by reconciling clustering results from different sources/executions. In practice, there exist noise and out…
cs.LG2012★ 28 cited
An Iterative Locally Linear Embedding Algorithm
Deguang Kong, Chris H. Q. Ding, Heng Huang +1
Local Linear embedding (LLE) is a popular dimension reduction method. In this paper, we first show LLE with nonnegative constraint is equivalent to the widely used Laplacian embedd…