Dualize, Split, Randomize: Toward Fast Nonsmooth Optimization Algorithms
Adil Salim, Laurent Condat, Konstantin Mishchenko, Peter Richtárik
Topics & Concepts
MathematicsSublinear functionAlgorithmConvexityConvex functionTheory of computationMonotone polygonConvergence (economics)Mathematical optimizationFunction (biology)Regular polygonDiscrete mathematicsGeometryFinancial economicsEvolutionary biologyBiologyEconomicsEconomic growthSparse and Compressive Sensing TechniquesStochastic Gradient Optimization TechniquesOptimization and Variational Analysis