Stochastic first-order methods for convex and nonconvex functional constrained optimization
Digvijay Boob, Qi Deng, Guanghui Lan
Topics & Concepts
Mathematical optimizationMathematicsKarush–Kuhn–Tucker conditionsFeasible regionRate of convergenceOptimization problemConvex optimizationBounded functionStochastic optimizationRegular polygonComputer scienceMathematical analysisChannel (broadcasting)GeometryComputer networkStochastic Gradient Optimization TechniquesSparse and Compressive Sensing TechniquesAdvanced Optimization Algorithms Research