AdaptiveSparsity (1.6)

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Adaptive Sparsity Models.

http://cran.r-project.org/web/packages/AdaptiveSparsity

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.)

Maintainer: Kris Campbell
Author(s): Kristen Zygmunt, Eleanor Wong, Tom Fletcher

License: LGPL (>= 3.0)

Uses: MASS, Matrix, Rcpp

Released over 1 year ago.


2 previous versions

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