Browsing by Subject "large-scale optimization"
Now showing items 1-2 of 2
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Distributed randomized block stochastic gradient tracking methods: Rate analysis and numerical experiments
(2021-12)Distributed optimization has been a trending topic of research in the past few decades. This is mainly due to the recent advancements in the technology of wireless sensors and also the emerging applications in machine ... -
On distributed optimization problems with variational inequality constraints: Algorithms, complexity analysis, and applications
(2021-09)Traditionally, constrained optimization models include constraints in the form of inequalities and equations. In this dissertation, we consider a unifying class of optimization problems with variational inequality (VI) ...