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Accelerated Stochastic Peaceman–Rachford Method for Empirical Risk Minimization

Jianchao Bai, Fengmiao Bian, Xiaokai Chang, Lin Du

2023Journal of the Operations Research Society of China15 citationsDOI

Topics & Concepts

Mathematical optimizationSublinear functionErgodic theoryMathematicsLasso (programming language)Convex functionEmpirical risk minimizationRate of convergenceVariance reductionFunction (biology)MinificationConstraint (computer-aided design)Applied mathematicsComputer scienceRegular polygonDiscrete mathematicsKey (lock)Monte Carlo methodComputer securityMathematical analysisGeometryWorld Wide WebBiologyEvolutionary biologyStatisticsSparse and Compressive Sensing TechniquesStochastic Gradient Optimization TechniquesStatistical Methods and Inference
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