IEEE - Institute of Electrical and Electronics Engineers, Inc. - A Regularization Framework for Learning over Multitask Graphs

Author(s): Roula Nassif ; Stefan Vlaski ; Cedric Richard ; Ali H. Sayed
Sponsor(s): IEEE Signal Processing Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Volume: PP
Page(s): 1
ISSN (Electronic): 1558-2361
ISSN (Paper): 1070-9908
DOI: 10.1109/LSP.2018.2889267
Regular:

This letter proposes a general regularization framework for inference over multitask networks. The optimization approach relies on minimizing a global cost consisting of the aggregate sum of... View More

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