Genome Biol. 2015 Nov 2;16:241. doi:10.1186/s13059-015-0805-z

Pierson E, Yau C.

ZIFA: Dimensionality reduction for zero-inflated single-cell gene expression analysis.

Assumes dropout to be function of expression levels. Low-expressed genes with mostly zero values are better to be removed from the analysis.