Modified Fejér sequences and applications

In this note, we propose and study the notion of modified Fejér sequences. Within a Hilbert space setting, this property has been used to prove ergodic convergence of proximal incremental subgradient methods. Here we show that indeed it provides a unifying framework to prove convergence rates for ob...

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Bibliographic Details
Main Authors: Lin, Junhong, Rosasco, Lorenzo, Villa, Silvia, Zhou, Ding-Xuan
Other Authors: Massachusetts Institute of Technology. Department of Brain and Cognitive Sciences
Format: Article
Language:English
Published: Springer US 2018
Online Access:http://hdl.handle.net/1721.1/117359
https://orcid.org/0000-0001-6376-4786