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About: Convex optimization-based methods

Module by: Wotao Yin. E-mail the author

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Name: Convex optimization-based methods
ID: m37293
Language: English (en)
Summary: This module provides an overview of convex optimization approaches to sparse signal recovery.
Subject: Mathematics and Statistics
Keywords: Bregman iteration, Convex optimization, L1 minimization, Lasso, Shrinkage
License: Creative Commons Attribution License CC-BY 3.0
Authors: Wotao Yin (wotao.yin@rice.edu)
Copyright Holders: Wotao Yin (wotao.yin@rice.edu)
Maintainers: Wotao Yin (wotao.yin@rice.edu), Jared Adler (jca2@rice.edu), Daniel Williamson (dcwill@cnx.org), Mark A. Davenport (markad@stanford.edu)
Latest version: 1.5 (history)
First publication date: Mar 17, 2011 11:52 am -0500
Last revision to module: Sep 23, 2011 7:46 pm -0500

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Version History

Version: 1.5 Sep 23, 2011 7:46 pm -0500 by Mark A. Davenport
Changes: 
Edit by Jared
Version: 1.4 May 23, 2011 11:21 am -0500 by Jared Adler
Changes: 
proofreading fix (still missing fix for \bigtriangledown)
Version: 1.3 Apr 10, 2011 12:19 am -0500 by Jared Adler
Changes: 
image fixes
Version: 1.2 Apr 4, 2011 8:27 am -0500 by Jared Adler
Changes: 
google analytics
Version: 1.1 Mar 28, 2011 8:53 pm -0500 by Mark A. Davenport
Changes: 
Initial publish.

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The following citation styles comply with the attribution requirements for the license (CC-BY 3.0) of this work:

American Chemical Society (ACS) Style Guide:

Yin, W. Convex optimization-based methods, Connexions Web site. http://cnx.org/content/m37293/1.5/, Sep 23, 2011.

American Medical Assocation (AMA) Manual of Style:

Yin W. Convex optimization-based methods [Connexions Web site]. September 23, 2011. Available at: http://cnx.org/content/m37293/1.5/.

American Psychological Assocation (APA) Publication Manual:

Yin, W. (2011, September 23). Convex optimization-based methods. Retrieved from the Connexions Web site: http://cnx.org/content/m37293/1.5/

Chicago Manual of Style (Bibliography):

Yin, Wotao. "Convex optimization-based methods." Connexions. September 23, 2011. http://cnx.org/content/m37293/1.5/.

Chicago Manual of Style (Note):

Wotao Yin, "Convex optimization-based methods," Connexions, September 23, 2011, http://cnx.org/content/m37293/1.5/.

Chicago Manual of Style (Reference, in Author-Date style):

Yin, W. 2011. Convex optimization-based methods. Connexions, September 23, 2011. http://cnx.org/content/m37293/1.5/.

Modern Languages Association (MLA) Style Manual:

Yin, Wotao. Convex optimization-based methods. Connexions. 23 Sep. 2011 <http://cnx.org/content/m37293/1.5/>.