IEEE - Institute of Electrical and Electronics Engineers, Inc. - An Efficient Method for Large-Scale l 1 -Regularized Convex Loss Minimization

2007 Information Theory and Applications Workshop

Author(s): Kwangmoo Koh ; Seung-Jean Kim ; S. Boyd
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 January 2007
Conference Location: La Jolla, CA, USA
Conference Date: 29 January 2007
Page(s): 223 - 230
ISBN (Paper): 978-0-615-15314-8
DOI: 10.1109/ITA.2007.4357584
Regular:

Convex loss minimization with lscr1 regularization has been proposed as a promising method for feature selection in classification (e.g., lscr1-regularized logistic... View More

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