IEEE - Institute of Electrical and Electronics Engineers, Inc. - Augmented Lagrangian without alternating directions: Practical algorithms for inverse problems in imaging

2015 IEEE International Conference on Image Processing (ICIP)

Author(s): Rahul Mourya ; Loic Denis ; Jean-Marie Becker ; Eric Thiebaut
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 September 2015
Conference Location: Quebec City, QC, Canada
Conference Date: 27 September 2015
Page(s): 1,205 - 1,209
ISBN (Electronic): 978-1-4799-8339-1
ISBN (USB): 978-1-4799-8338-4
DOI: 10.1109/ICIP.2015.7350991
Regular:

Several problems in signal processing and machine learning can be casted as optimization problems. In many cases, they are of large-scale, nonlinear, have constraints, and may be nonsmooth in the... View More

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