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Dissipativity Theory for Accelerating Stochastic Variance Reduction A Unified Analysis of SVRG and Katyusha Using Semidefinite Programs

DissipativityTheoryforAcceleratingStochasticVarianceReduction:AUniﬁedAnalysisofSVRGandKatyushaUsingSemideﬁniteProgramsBinHu1StephenWright1LaurentLessard1AbstractMonro,1951;Bottou&LeCun,2003).Rece...

2023-11-13 11:59:29766266.06 KB22

Dissipativity Theory for Accelerating Stochastic Variance Reduction A Unified Analysis of SVRG and Katyusha Using Semidefinite Programs

Dissipativity Theory for Nesterov’s Accelerated Method