Adaptive regularization for nonconvex optimization using inexact function values and randomly perturbed derivatives
Stefania Bellavia, Gianmarco Gurioli, Benedetta Morini, Philippe L. Toint
Topics & Concepts
MathematicsRegularization (linguistics)Lipschitz continuityUpper and lower boundsFunction (biology)Applied mathematicsMathematical optimizationMathematical analysisComputer scienceEvolutionary biologyArtificial intelligenceBiologySparse and Compressive Sensing TechniquesStochastic Gradient Optimization TechniquesAdvanced Optimization Algorithms Research