Deep Unsupervised Feature Selection by Discarding Nuisance and Correlated Features

Uri Shaham, Ofir Lindenbaum, Jonathan Svirsky +1

Modern datasets often contain large subsets of correlated features and nuisance features, which are not or loosely related to the main underlying structures of the data. Nuisance f…