l1spectral: An L1-Version of the Spectral Clustering

Provides an l1-version of the spectral clustering algorithm devoted to robustly clustering highly perturbed graphs using l1-penalty. This algorithm is described with more details in the preprint C. Champion, M. Champion, M. Blazère, R. Burcelin and J.M. Loubes, "l1-spectral clustering algorithm: a robust spectral clustering using Lasso regularization" (2021).

Package details

AuthorCamille Champion [aut], Magali Champion [aut, cre]
MaintainerMagali Champion <magali.champion@u-paris.fr>
LicenseGPL-2
Version0.99.4
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("l1spectral")

Try the l1spectral package in your browser

Any scripts or data that you put into this service are public.

l1spectral documentation built on Oct. 20, 2021, 9:06 a.m.