Spatio-Temporal Structured Sparse Regression With Hierarchical Gaussian Process Priors

Kuzin, D., Isupova, O. and Mihaylova, L. orcid.org/0000-0001-5856-2223 (2018) Spatio-Temporal Structured Sparse Regression With Hierarchical Gaussian Process Priors. IEEE Transactions on Signal Processing, 66 (17). pp. 4598-4611. ISSN 1053-587X

Abstract

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Keywords: Compressed sensing; Gaussian processes; bayes methods; biomedical imaging; object detection
Dates:
  • Published (online): 23 July 2018
  • Published: 1 September 2018
Institution: The University of Sheffield
Academic Units: The University of Sheffield > Faculty of Engineering (Sheffield) > Department of Automatic Control and Systems Engineering (Sheffield)
Funding Information:
FunderGrant number
EUROPEAN COMMISSION - FP6/FP7TRAX - 607400
Depositing User: Symplectic Sheffield
Date Deposited: 11 Sep 2018 09:53
Last Modified: 24 Sep 2018 09:30
Published Version: https://doi.org/10.1109/TSP.2018.2858207
Status: Published
Publisher: IEEE
Refereed: Yes
Identification Number: https://doi.org/10.1109/TSP.2018.2858207

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