Articles with "forward stepwise" as a keyword



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Forward Stepwise Deep Autoencoder-Based Monotone Nonlinear Dimensionality Reduction Methods

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Published in 2020 at "Journal of Computational and Graphical Statistics"

DOI: 10.1080/10618600.2020.1856119

Abstract: Abstract Dimensionality reduction is an unsupervised learning task aimed at creating a low-dimensional summary and/or extracting the most salient features of a dataset. Principal component analysis is a linear dimensionality reduction method in the sense… read more here.

Keywords: forward stepwise; dimensionality; dimensionality reduction; stepwise deep ... See more keywords