IEEE - Institute of Electrical and Electronics Engineers, Inc. - Inference for Generalized Linear Models via alternating directions and Bethe Free Energy minimization

2015 IEEE International Symposium on Information Theory (ISIT)

Author(s): Sundeep Rangan ; Alyson K. Fletcher ; Philip Schniter ; Ulugbek S. Kamilov
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 June 2015
Conference Location: Hong Kong, China
Conference Date: 14 June 2015
Page(s): 1,640 - 1,644
ISBN (Electronic): 978-1-4673-7704-1
ISBN (USB): 978-1-4673-7703-4
ISSN (Electronic): 2157-8117
DOI: 10.1109/ISIT.2015.7282734
Regular:

Generalized Linear Models (GLMs), where a random vector x is observed through a noisy, possibly nonlinear, function of a linear transform z = Ax arise in a range of applications in nonlinear... View More

Advertisement