CountSketch: Generate CountSketch random matrix

View source: R/sketching.R

CountSketchR Documentation

Generate CountSketch random matrix

Description

Generate CountSketch random matrix

Usage

CountSketch(nsketch, ncells, seed = NA_integer_, ...)

Arguments

nsketch

Number of sketching random cells

ncells

Number of cells in the original data

seed

a single value, interpreted as an integer, or NULL (see ‘Details’).

...

Ignored

Value

...

References

Clarkson, KL. & Woodruff, DP. Low-rank approximation and regression in input sparsity time. Journal of the ACM (JACM). 2017 Jan 30;63(6):1-45. https://dl.acm.org/doi/abs/10.1145/3019134;


Seurat documentation built on May 29, 2024, 4:20 a.m.