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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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Bibliografiska uppgifter
I publikationen:IEEE Trans Signal Process
Huvudupphovsmän: Chaspari, Theodora, Tsiartas, Andreas, Tsilifis, Panagiotis, Narayanan, Shrikanth
Materialtyp: Artigo
Språk:Inglês
Publicerad: 2016
Ämnen:
Länkar: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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