Improving the Sample and Communication Complexity for Decentralized Non-Convex Optimization: Joint Gradient Estimation and Tracking
Haoran Sun, Songtao Lu, Mingyi Hong
2020International Conference on Machine Learning35 citations
Topics & Concepts
Joint (building)Computer scienceTracking (education)Convex optimizationSample (material)Proximal Gradient MethodsEstimationRegular polygonMathematical optimizationMathematicsEngineeringChemistryGeometryPsychologyChromatographyPedagogySystems engineeringArchitectural engineeringSparse and Compressive Sensing TechniquesDistributed Control Multi-Agent SystemsStochastic Gradient Optimization Techniques