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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...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:IEEE Trans Signal Process
Egile Nagusiak: Chaspari, Theodora, Tsiartas, Andreas, Tsilifis, Panagiotis, Narayanan, Shrikanth
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: 2016
Gaiak:
Sarrera elektronikoa: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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