Package: AdaptiveSparsity
Type: Package
Title: Adaptive Sparsity Models
Version: 1.6
Date: 2018-08-20
Author: Kristen Zygmunt, Eleanor Wong, Tom Fletcher
Maintainer: Kris Campbell <kris@sci.utah.edu>
Description: Implements Figueiredo EM algorithm for adaptive sparsity (Jeffreys prior) (see Figueiredo, M.A.T.; , "Adaptive sparseness for supervised learning," Pattern Analysis and Machine Intelligence, IEEE Transactions on , vol.25, no.9, pp. 1150- 1159, Sept. 2003) and Wong algorithm for adaptively sparse gaussian geometric models (see Wong, Eleanor, Suyash Awate, and P. Thomas Fletcher. "Adaptive Sparsity in Gaussian Graphical Models." In Proceedings of the 30th International Conference on Machine Learning (ICML-13), pp. 311-319. 2013.)
License: LGPL (>= 3.0)
Depends: R (>= 3.0.2)
Imports: MASS, Matrix, Rcpp
LinkingTo: Rcpp (>= 0.12.13), RcppArmadillo (>= 0.2.0)
NeedsCompilation: yes
Packaged: 2018-08-20 21:38:23 UTC; kris
Repository: CRAN
Date/Publication: 2018-08-20 22:20:03 UTC
Built: R 4.2.0; x86_64-apple-darwin17.0; 2022-04-26 09:26:21 UTC; unix
Archs: AdaptiveSparsity.so.dSYM
