April 2015
Intermediate to advanced
1062 pages
40h 35m
English
In this subsection, we will summarize some findings concerning the performance analysis of the DiLMS. We will not give proofs. The proofs follow similar lines as for the standard LMS, with a slightly more involved algebra. The interested reader can obtain proofs by looking at the original papers as well as in [84].
• The gradient descent scheme in (5.90), (5.91) is guaranteed to converge, meaning
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provided that

where