Variational Analysis Perspective on Linear Convergence of Some First Order Methods for Nonsmooth Convex Optimization Problems
Jane J. Ye, Xiaoming Yuan, Shangzhi Zeng, Jin Zhang
Topics & Concepts
MathematicsMetric (unit)Lasso (programming language)Rate of convergenceConvergence (economics)CalmnessMathematical optimizationApplied mathematicsConvex functionConvex optimizationRank (graph theory)Regular polygonComputer scienceCombinatoricsEconomic growthEconomicsPsychiatryChannel (broadcasting)Operations managementComputer networkWorld Wide WebGeometryPsychologySparse and Compressive Sensing TechniquesStochastic Gradient Optimization TechniquesAdvanced Optimization Algorithms Research