35 citations · 53 across the 9 of their papers we have counts for
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cs.LG2020★ 2 cited
Fractal Autoencoders for Feature Selection
Xinxing Wu, Qiang Cheng
Feature selection reduces the dimensionality of data by identifying a subset of the most informative features. In this paper, we propose an innovative framework for unsupervised fe…
cs.LG2020★ 8 cited
Algorithmic Stability and Generalization of an Unsupervised Feature Selection Algorithm
Xinxing Wu, Qiang Cheng
Feature selection, as a vital dimension reduction technique, reduces data dimension by identifying an essential subset of input features, which can facilitate interpretable insight…