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Showing 1 to 1 of 1 for “"jensen surrogates"”.
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A General Framework of Large-Scale Convex Optimization Using Jensen Surrogates and Acceleration Techniques
… of large-scale convex optimization using Jensen surrogates, an iterative optimization method that has been used in different fields since the 1970s. After this general treatment, we present non-asymptotic convergence analysis of this family of methods and the motivation behind developing …