Convergent Approximate Message Passing by Alternating Constrained Minimization of Bethe Free Energy

Author:

Slock Dirk1

Affiliation:

1. EURECOM,Communication Systems Department Sophia Antipolis,France

Publisher

IEEE

Reference16 articles.

1. Loopy belief propagation for approximate inference: an empirical study;murphy;In 15th Conf Uncert in Art Intell (UAI),1999

2. Walk-Sums and Belief Propagation in Gaussian Graphical Models;malioutov;J Mach Learn Res,2006

3. Generalized approximate message passing for estimation with random linear mixing

4. Fixed Points of Generalized Approximate Message Passing With Arbitrary Matrices

5. Inference for Generalized Linear Models via Alternating Directions and Bethe Free Energy Minimization

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1. Alternating Constrained Minimization Based Approximate Message Passing;ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2023-06-04

2. Towards Convergent Approximate Message Passing by Alternating Constrained Minimization of Bethe Free Energy;2023 IEEE Information Theory Workshop (ITW);2023-04-23

3. Sparse Bayesian Learning with Stein's Unbiased Risk Estimator based Hyperparameter Optimization;2022 56th Asilomar Conference on Signals, Systems, and Computers;2022-10-31

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