640 citations · 796 across the 22 of their papers we have counts for
Showing 2010Show all
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cs.LG2010★ 2 cited
Semi-Supervised Kernel PCA
Christian Walder, Ricardo Henao, Morten Mørup +1
We present three generalisations of Kernel Principal Components Analysis (KPCA) which incorporate knowledge of the class labels of a subset of the data points. The first, MV-KPCA,…
math.NA2010★ 640 cited
Scalable Tensor Factorizations for Incomplete Data
Evrim Acar, Tamara G. Kolda, Daniel M. Dunlavy +1
The problem of incomplete data - i.e., data with missing or unknown values - in multi-way arrays is ubiquitous in biomedical signal processing, network traffic analysis, bibliometr…