Concepedia

Low complexity sparse Bayesian learning using combined belief propagation and mean field with a stretched factor graph

Chuanzong Zhang, Zhengdao Yuan, Zhongyong Wang, Qinghua Guo

Signal Processing · 2016 · 32 citations · 18 references

Open access

Concepts

ComputingComputer ScienceBayesian Data AnalysisMachine LearningStatistical ModelingBayesian ComputationBayesian FilteringBayesian InferenceBayesian LearningBayesian ModelingBayesian StatisticsBelief PropagationFactor Graph OptimizationMean Field LearningMean-field ModelsMean-field TheorySparse Bayesian LearningSparse Bayesian ModelsSparse Learning

References

18

Compressed sensing

David L. Donoho · IEEE Transactions on Information Theory · 2006 · 23.1K citations

Natural Sciences, Computer Science, Mathematics +17

An Introduction To Compressive Sampling

Emmanuel J. Candès, Michael B. Wakin · IEEE Signal Processing Magazine · 2008 · 10K citations

Engineering, Electrical Engineering, Mathematics +17

Atomic Decomposition by Basis Pursuit

Scott Shaobing Chen, David L. Donoho, Michael A. Saunders · SIAM Journal on Scientific Computing · 1998 · 7K citations

Natural Sciences, Mathematics, Optimization +16

Factor graphs and the sum-product algorithm

Frank R. Kschischang, Brendan J. Frey, Hans‐Andrea Loeliger · IEEE Transactions on Information Theory · 2001 · 6.5K citations

Computing, Computer Science, Algorithms +16

Greed is Good: Algorithmic Results for Sparse Approximation

Joel A. Tropp · IEEE Transactions on Information Theory · 2004 · 3.7K citations

Computing, Computer Science, Electrical Engineering +17