Adaptive regularization with cubics on manifolds
Boumal, N, Agarwal, N, Brian Bullins, Coralia Cartis
2020Oxford University Research Archive (ORA) (University of Oxford)36 citations
Topics & Concepts
Hessian matrixMathematicsLipschitz continuityRegularization (linguistics)Applied mathematicsEigenvalues and eigenvectorsRegular polygonManifold (fluid mechanics)Mathematical optimizationPure mathematicsComputer scienceGeometryPhysicsEngineeringQuantum mechanicsArtificial intelligenceMechanical engineeringStochastic Gradient Optimization TechniquesSparse and Compressive Sensing TechniquesAdvanced Optimization Algorithms Research