Difference of convex algorithms for bilevel programs with applications in hyperparameter selection
Jane J. Ye, Xiaoming Yuan, Shangzhi Zeng, Jin Zhang
Topics & Concepts
HyperparameterMathematicsConvexityMathematical optimizationRegular polygonBilevel optimizationAlgorithmSelection (genetic algorithm)Convergence (economics)Convex functionConvex analysisConvex optimizationProper convex functionComputer scienceArtificial intelligenceOptimization problemEconomic growthFinancial economicsEconomicsGeometryOptimization and Variational AnalysisAdvanced Optimization Algorithms ResearchOptimization and Mathematical Programming