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.)

AuthorKristen Zygmunt, Eleanor Wong, Tom Fletcher
Date of publication2014-01-03 18:14:16
MaintainerKristen Zygmunt <krismz@sci.utah.edu>
LicenseLGPL (>= 3.0)
Version1.4

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Files

AdaptiveSparsity
AdaptiveSparsity/src
AdaptiveSparsity/src/Makevars
AdaptiveSparsity/src/CSL.h
AdaptiveSparsity/src/CSL.cpp
AdaptiveSparsity/NAMESPACE
AdaptiveSparsity/R
AdaptiveSparsity/R/aslm.R AdaptiveSparsity/R/asggm.R
AdaptiveSparsity/MD5
AdaptiveSparsity/DESCRIPTION
AdaptiveSparsity/man
AdaptiveSparsity/man/aslm.Rd AdaptiveSparsity/man/aslm-package.Rd AdaptiveSparsity/man/summary.aslm.Rd AdaptiveSparsity/man/asggm.Rd AdaptiveSparsity/man/aslm-methods.Rd AdaptiveSparsity/man/asggm-internal.Rd AdaptiveSparsity/man/aslm-internal.Rd

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