AdaptiveSparsity

Adaptive Sparsity Models

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.)

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Description file content

Package
AdaptiveSparsity
Type
Package
Title
Adaptive Sparsity Models
Version
1.5
Date
2018-07-09
Author
Kristen Zygmunt, Eleanor Wong, Tom Fletcher
Maintainer
Kris Campbell
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
LinkingTo
Rcpp (>= 0.12.13), RcppArmadillo (>= 0.2.0)
NeedsCompilation
yes
Packaged
2018-07-10 04:48:49 UTC; kris
Repository
CRAN
Date/Publication
2018-07-10 07:40:07 UTC

install.packages('AdaptiveSparsity')

1.5

6 days ago

Kris Campbell

LGPL (>= 3.0)

Depends on

R (>= 3.0.2)

Imports

MASS, Matrix

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