Unsupervised transfer aided lifelong regression for learning new tasks without target output

Liu, T., Wang, X., Yang, P. orcid.org/0000-0002-8553-7127 et al. (2 more authors) (2024) Unsupervised transfer aided lifelong regression for learning new tasks without target output. IEEE Transactions on Knowledge and Data Engineering, 36 (9). pp. 4981-4995. ISSN 1041-4347

Abstract

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Item Type: Article
Authors/Creators:
Copyright, Publisher and Additional Information:

© 2024 The Authors. Except as otherwise noted, this author-accepted version of a journal article published in IEEE Transactions on Knowledge and Data Engineering is made available via the University of Sheffield Research Publications and Copyright Policy under the terms of the Creative Commons Attribution 4.0 International License (CC-BY 4.0), which permits unrestricted use, distribution and reproduction in any medium, provided the original work is properly cited. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/

Keywords: Lifelong regression; unsupervised feature; coupled dictionary learning; knowledge transfer; active task selection
Dates:
  • Published: September 2024
  • Published (online): 4 March 2024
  • Accepted: 27 February 2024
Institution: The University of Sheffield
Academic Units: The University of Sheffield > Faculty of Engineering (Sheffield) > Department of Computer Science (Sheffield)
Funding Information:
Funder
Grant number
EPSRC/Industrial
165332
Depositing User: Symplectic Sheffield
Date Deposited: 28 Feb 2024 16:31
Last Modified: 08 Nov 2024 16:03
Status: Published
Publisher: Institute of Electrical and Electronics Engineers
Refereed: Yes
Identification Number: 10.1109/TKDE.2024.3372462
Open Archives Initiative ID (OAI ID):

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