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Markov Chain Monte Carlo Inference of Parametric Dictionaries for Sparse Bayesian Approximations

Parametric dictionaries can increase the ability of sparse representations to meaningfully capture and interpret the underlying signal information, such as encountered in biomedical problems. Given a mapping function from the atom parameter space to the actual atoms, we propose a sparse Bayesian fra...

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Bibliografische gegevens
Gepubliceerd in:IEEE Trans Signal Process
Hoofdauteurs: Chaspari, Theodora, Tsiartas, Andreas, Tsilifis, Panagiotis, Narayanan, Shrikanth
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: 2016
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Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5482548/
https://ncbi.nlm.nih.gov/pubmed/28649173
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TSP.2016.2539143
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