IEEE - Institute of Electrical and Electronics Engineers, Inc. - Rapid: Rapidly accelerated proximal gradient algorithms for convex minimization

2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Author(s): Ziming Zhang ; Venkatesh Saligrama
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 April 2015
Conference Location: South Brisbane, QLD, Australia
Conference Date: 19 April 2015
Page(s): 3,796 - 3,800
ISBN (Electronic): 978-1-4673-6997-8
DOI: 10.1109/ICASSP.2015.7178681
Regular:

In this paper, we propose a new algorithm to speed-up the convergence of accelerated proximal gradient (APG) methods. In order to minimize a convex function f(x), our algorithm introduces a simple... View More

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